A list of some of my publications is below. You can also access my publications from the following sites.

My ORCID is ORCID iD iconhttps://orcid.org/0000-0002-6236-2969

Copyright Statement may apply to some of the publications listed below

Publications (Grouped by Year):

2020

  • T. Zhang, H. Tseng, L. Jiang, H. Lee, I. Essa, and W. Yang (2020), Text as Neural Operator: Image Manipulation by Text Instruction, 2020. [PDF] [arXiv] [BIBTEX]
    @Misc{ 2020-Zhang-TNOIMTI,
    archiveprefix  = {arXiv},
    arxiv = {https://arxiv.org/abs/2008.04556},
    author  = {Tianhao Zhang and Hung-Yu Tseng and Lu Jiang and
    Honglak Lee and Irfan Essa and Weilong Yang},
    eprint  = {2008.04556},
    month = {August},
    pdf = {https://arxiv.org/abs/2008.04556},
    primaryclass  = {cs.CV},
    title = {Text as Neural Operator: Image Manipulation by Text
    Instruction},
    year = {2020}
    }
  • H. Lee, W. Yang, L. Jiang, M. Le, I. Essa, H. Gong, and M. Yang (2020), “Neural Design Network: Graphic Layout Generation with Constraints,” in Proceedings of European Conference on Computer Vision (ECCV), 2020. [PDF] [DOI] [arXiv] [BIBTEX]
    @InProceedings{ 2020-Lee-NDNGLGWC,
    archiveprefix  = {arXiv},
    arxiv = {https://arxiv.org/abs/1912.09421},
    author  = {Hsin-Ying Lee and Weilong Yang and Lu Jiang and
    Madison Le and Irfan Essa and Haifeng Gong and
    Ming-Hsuan Yang},
    booktitle  = {{Proceedings of European Conference on Computer
    Vision (ECCV)}},
    doi = {10.1007/978-3-030-58580-8_29},
    eprint  = {1912.09421},
    month = {August},
    pdf = {http://www.ecva.net/papers/eccv_2020/papers_ECCV/papers/123480494.pdf},
    primaryclass  = {cs.CV},
    title = {Neural Design Network: Graphic Layout Generation
    with Constraints},
    year = {2020}
    }
  • C. R. Pantofaru, V. Bettadapura, K. Bharat, and I. Essa (2020), Systems and methods for directing content generation using a first-person point-of-view device.(US Patent # 10721439), 2020. [WEBSITE] [BIBTEX]
    @Misc{ 2020-Pantofaru-SMDCGUFPD,
    author  = {Caroline Rebecca Pantofaru and Vinay Bettadapura
    and Krishna Bharat and Irfan Essa},
    howpublished  = {US Patent # 10721439},
    month = {July},
    publisher  = {(US Patent # 10721439)},
    title = {Systems and methods for directing content
    generation using a first-person point-of-view
    device.},
    url = {http://www.freepatentsonline.com/10721439.html},
    year = {2020}
    }
  • P. Chi and I. Essa (2020), “Interactive Visual Description of a Web Page for Smart Speakers,” in Proceedings of ACM CHI Workshop, CUI@CHI: Mapping Grand Challenges for the Conversational User Interface Community, Honolulu, Hawaii, USA, 2020. [PDF] [WEBSITE] [BIBTEX]
    @InProceedings{ 2020-Chi-IVDPSS,
    address  = {Honolulu, Hawaii, USA},
    author  = {Pei-Yu Chi and Irfan Essa},
    booktitle  = {{Proceedings of ACM CHI Workshop, CUI@CHI: Mapping
    Grand Challenges for the Conversational User
    Interface Community}},
    month = {May},
    pdf = {http://www.speechinteraction.org/CHI2020/papers/Interactive%20Visual%20Description%20of%20a%20Web%20Page%20for%20Smart%20Speakers.pdf},
    title = {Interactive Visual Description of a Web Page for
    Smart Speakers},
    url = {http://www.speechinteraction.org/CHI2020/programme.html},
    year = {2020}
    }
  • E. Wijmans, A. Kadian, A. Morcos, S. Lee, I. Essa, D. Parikh, M. Savva, and D. Batra (2020), “Decentralized Distributed PPO: Solving PointGoal Navigation,” in Proceedings of International Conference on Learning Representations (ICLR), 2020. [PDF] [arXiv] [BIBTEX]
    @InProceedings{ 2020-Wijmans-DDSPN,
    archiveprefix  = {arXiv},
    arxiv = {https://arxiv.org/abs/1911.00357},
    author  = {Erik Wijmans and Abhishek Kadian and Ari Morcos and
    Stefan Lee and Irfan Essa and Devi Parikh and
    Manolis Savva and Dhruv Batra},
    booktitle  = {{Proceedings of International Conference on
    Learning Representations (ICLR)}},
    eprint  = {1911.00357},
    month = {April},
    pdf = {https://arxiv.org/pdf/1911.00357},
    primaryclass  = {cs.CV},
    title = {Decentralized Distributed PPO: Solving PointGoal
    Navigation},
    year = {2020}
    }
  • E. Wijmans, J. Straub, D. Batra, I. Essa, J. Hoffman, and A. Morcos (2020), Analyzing Visual Representations in Embodied Navigation Tasks, 2020. [PDF] [arXiv] [BIBTEX]
    @Misc{ 2020-Wijmans-AVRENT,
    archiveprefix  = {arXiv},
    arxiv = {https://arxiv.org/abs/2003.05993},
    author  = {Erik Wijmans and Julian Straub and Dhruv Batra and
    Irfan Essa and Judy Hoffman and Ari Morcos},
    eprint  = {2003.05993},
    month = {March},
    pdf = {https://arxiv.org/pdf/2003.05993},
    primaryclass  = {cs.CV},
    title = {Analyzing Visual Representations in Embodied
    Navigation Tasks},
    year = {2020}
    }
  • S. Hickson, A. Angelova, I. Essa, and R. Sukthankar (2020), Category learning neural networks.(US Patent # 10635979), 2020. [WEBSITE] [BIBTEX]
    @Misc{ 2020-Hickson-CLNN,
    author  = {Hickson, Steven and Angelova, Anelia and Essa,
    Irfan and Sukthankar, Rahul},
    howpublished  = {US Patent #10635979},
    month = jan # {~23},
    publisher  = {(US Patent # 10635979)},
    title = {Category learning neural networks.},
    url = {https://patents.google.com/patent/US10635979},
    year = {2020}
    }

2019

  • T. E. Starner, I. Essa, H. S. Raffle, and D. Aminzade (2019), Object occlusion to initiate a visual search.(US Patent # 10437882), 2019. [WEBSITE] [BIBTEX]
    @Misc{ 2019-Starner-OOIVS,
    author  = {Starner, Thad Eugene and Essa, Irfan and Raffle,
    Hayes Solos and Aminzade, Daniel},
    howpublished  = {US Patent # 10437882},
    month = oct # {~8},
    note = {US Patent 10,437,882},
    publisher  = {(US Patent # 10437882)},
    title = {Object occlusion to initiate a visual search.},
    url = {https://patents.google.com/patent/US10437882},
    year = {2019}
    }
  • S. Hickson, K. Raveendran, Alireza Fathi, K. Murphy, and I. Essa (2019), “Floors are Flat: Leveraging Semantics for Real-Time Surface Normal Prediction,” in IEEE International Conference on Computer Vision (ICCV) Workshop on Geometry Meets Deep Learning, 2019. [PDF] [VIDEO] [arXiv] [BIBTEX]
    @InProceedings{ 2019-Hickson-FFLSRSNP,
    arxiv = {https://arxiv.org/abs/1906.06792},
    author  = {Steven Hickson and Karthik Raveendran and Alireza
    Fathi and Kevin Murphy and Irfan Essa},
    booktitle  = {{IEEE International Conference on Computer Vision
    (ICCV) Workshop on Geometry Meets Deep Learning}},
    eprint  = {1906.06792},
    howpublished  = {arXiv preprint arXiv:1906.06792},
    month = {October},
    pdf = {http://openaccess.thecvf.com/content_ICCVW_2019/papers/GMDL/Hickson_Floors_are_Flat_Leveraging_Semantics_for_Real-Time_Surface_Normal_Prediction_ICCVW_2019_paper.pdf},
    primaryclass  = {cs.CV},
    title = {Floors are Flat: Leveraging Semantics for Real-Time
    Surface Normal Prediction},
    video = {https://www.youtube.com/watch?v=QrXqmUBlmbc},
    year = {2019}
    }
  • N. K. Kannabiran, I. Essa, and C. Liu (2019), Estimating Mass Distribution of Articulated Objects through Physical Interaction, 2019. [arXiv] [BIBTEX]
    @Misc{ 2019-Kannabiran-EMDAOTPI,
    archiveprefix  = {arXiv},
    arxiv = {https://arxiv.org/abs/1907.03964},
    author  = {Niranjan Kumar Kannabiran and Irfan Essa and C.
    Karen Liu},
    eprint  = {1907.03964},
    howpublished  = {arXiv preprint arXiv:1907.03964},
    month = {September},
    primaryclass  = {cs.RO},
    title = {Estimating Mass Distribution of Articulated Objects
    through Physical Interaction},
    year = {2019}
    }
  • Z. Ghogawala, M. Dunbar, and I. Essa (2019), “Artificial Intelligence for the Treatment of Lumbar Spondylolisthesis,” Neurosurgery Clinics of North America, vol. 30, iss. 3, pp. 383-389, 2019. [WEBSITE] [DOI] [BIBTEX]
    @Article{ 2019-Ghogawala-AITLS,
    author  = {Zoher Ghogawala and Melissa Dunbar and Irfan Essa},
    doi = {10.1016/j.nec.2019.02.012},
    issn = {1042-3680},
    journal  = {Neurosurgery Clinics of North America},
    month = {July},
    note = {Lumbar Spondylolisthesis},
    number  = {3},
    pages = {383 - 389},
    title = {Artificial Intelligence for the Treatment of Lumbar
    Spondylolisthesis},
    url = {http://www.sciencedirect.com/science/article/pii/S1042368019300257},
    volume  = {30},
    year = {2019}
    }
  • A. Zia, L. Guo, L. Zhou, I. Essa, and A. Jarc (2019), “Novel evaluation of surgical activity recognition models using task-based efficiency metrics,” International Journal of Computer Assisted Radiology and Surgery, 2019. [WEBSITE] [DOI] [arXiv] [BIBTEX]
    @Article{ 2019-Zia-NESARMUTEM,
    arxiv = {https://arxiv.org/abs/1907.02060},
    author  = {Zia, Aneeq and Guo, Liheng and Zhou, Linlin and
    Essa, Irfan and Jarc, Anthony},
    doi = {10.1007/s11548-019-02025-w},
    journal  = {{International Journal of Computer Assisted
    Radiology and Surgery}},
    language  = {en},
    month = jul,
    title = {Novel evaluation of surgical activity recognition
    models using task-based efficiency metrics},
    url = {https://www.ncbi.nlm.nih.gov/pubmed/31267333},
    year = 2019
    }
  • Z. Ghogawala, M. Dunbar, and I. Essa (2019), “Lumbar spondylolisthesis: modern registries and the development of artificial intelligence,” Journal of Neurosurgery: Spine (JNSPG 75th Anniversary Invited Review Article), vol. 30, iss. 6, pp. 729-735, 2019. [DOI] [BIBTEX]
    @Article{ 2019-Ghogawala-LSMRDAI,
    author  = {Zoher Ghogawala and Melissa Dunbar and Irfan Essa},
    doi = {10.3171/2019.2.SPINE18751},
    journal  = {{Journal of Neurosurgery: Spine (JNSPG 75th
    Anniversary Invited Review Article)}},
    month = {June},
    number  = {6},
    pages = {729-735},
    title = {Lumbar spondylolisthesis: modern registries and the
    development of artificial intelligence},
    volume  = {30},
    year = {2019}
    }
  • E. Wijmans, S. Datta, O. Maksymets, A. Das, G. Gkioxari, S. Lee, I. Essa, D. Parikh, and D. Batra (2019), “Embodied Question Answering in Photorealistic Environments With Point Cloud Perception,” in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019. [PDF] [VIDEO] [DOI] [arXiv] [BIBTEX]
    @InProceedings{ 2019-Wijmans-EQAPEWPCP,
    arxiv = {https://arxiv.org/abs/1904.03461},
    author  = {Wijmans, Erik and Datta, Samyak and Maksymets,
    Oleksandr and Das, Abhishek and Gkioxari, Georgia
    and Lee, Stefan and Essa, Irfan and Parikh, Devi and
    Batra, Dhruv},
    booktitle  = {{IEEE Conference on Computer Vision and Pattern
    Recognition (CVPR)}},
    doi = {10.1109/CVPR.2019.00682},
    month = {June},
    pdf = {http://openaccess.thecvf.com/content_CVPR_2019/papers/Wijmans_Embodied_Question_Answering_in_Photorealistic_Environments_With_Point_Cloud_Perception_CVPR_2019_paper.pdf},
    title = {Embodied Question Answering in Photorealistic
    Environments With Point Cloud Perception},
    video = {https://youtu.be/Je5LlZlqUt8?t=2483},
    year = {2019}
    }
  • H. Alamri, V. Cartillier, A. Das, J. Wang, A. Cherian, I. Essa, D. Batra, T. K. Marks, C. Hori, P. Anderson, S. Lee, and D. Parikh (2019), “Audio Visual Scene-Aware Dialog,” in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019. [PDF] [DOI] [arXiv] [BIBTEX]
    @InProceedings{ 2019-Alamri-AVSD,
    arxiv = {https://arxiv.org/abs/1901.09107},
    author  = {Alamri, Huda and Cartillier, Vincent and Das,
    Abhishek and Wang, Jue and Cherian, Anoop and Essa,
    Irfan and Batra, Dhruv and Marks, Tim K. and Hori,
    Chiori and Anderson, Peter and Lee, Stefan and
    Parikh, Devi},
    booktitle  = {{IEEE Conference on Computer Vision and Pattern
    Recognition (CVPR)}},
    doi = {10.1109/CVPR.2019.00774},
    month = {June},
    pdf = {http://openaccess.thecvf.com/content_CVPR_2019/papers/Alamri_Audio_Visual_Scene-Aware_Dialog_CVPR_2019_paper.pdf},
    title = {{A}udio {V}isual {S}cene-{A}ware {D}ialog},
    year = {2019}
    }
  • L. Drnach, J. L. Allen, I. Essa, and Ting (2019), “A Data-Driven Predictive Model of Individual-Specific Effects of FES on Human Gait Dynamics,” in International Conference on Robotics and Automation (ICRA), 2019. [PDF] [BIBTEX]
    @InProceedings{ 2019-Drnach-DPMIEHGD,
    author  = {L. {Drnach} and J.L. {Allen} and I. {Essa} and L.H.
    {Ting}},
    booktitle  = {{International Conference on Robotics and
    Automation (ICRA)}},
    month = {May},
    pdf = {http://neuromechanicslab.emory.edu/documents/publications-docs/Drnach%20et%20al%20Data%20Driven%20Gait%20Model%20ICRA%202019.pdf},
    title = {A Data-Driven Predictive Model of
    Individual-Specific Effects of FES on Human Gait
    Dynamics},
    year = {2019}
    }
  • U. Ahsan, R. Madhok, and I. Essa (2019), “Video Jigsaw: Unsupervised Learning of Spatiotemporal Context for Video Action Recognition,” in IEEE Winter Conference on Applications of Computer Vision (WACV), 2019, pp. 179-189. [WEBSITE] [DOI] [arXiv] [BIBTEX]
    @InProceedings{ 2019-Ahsan-VJULSCVAR,
    arxiv = {https://arxiv.org/abs/1808.07507},
    author  = {U. {Ahsan} and R. {Madhok} and I. {Essa}},
    booktitle  = {{IEEE Winter Conference on Applications of Computer
    Vision (WACV)}},
    doi = {10.1109/WACV.2019.00025},
    issn = {1550-5790},
    month = {Jan},
    pages = {179-189},
    title = {Video Jigsaw: Unsupervised Learning of
    Spatiotemporal Context for Video Action
    Recognition},
    url = {https://ieeexplore.ieee.org/abstract/document/8659002},
    year = {2019}
    }
  • S. Hickson, N. Dufour, A. Sud, V. Kwatra, and I. Essa (2019), “Eyemotion: Classifying Facial Expressions in VR Using Eye-Tracking Cameras,” in IEEE Winter Conference on Applications of Computer Vision (WACV), 2019, pp. 1626-1635. [WEBSITE] [DOI] [arXiv] [BIBTEX]
    @InProceedings{ 2019-Hickson-ECFEUEC,
    arxiv = {https://arxiv.org/abs/1707.07204},
    author  = {S. {Hickson} and N. {Dufour} and A. {Sud} and V.
    Kwatra and I. {Essa}},
    booktitle  = {{IEEE Winter Conference on Applications of Computer
    Vision (WACV)}},
    doi = {10.1109/WACV.2019.00178},
    issn = {1550-5790},
    month = {Jan},
    pages = {1626-1635},
    title = {Eyemotion: Classifying Facial Expressions in VR
    Using Eye-Tracking Cameras},
    url = {https://ai.google/research/pubs/pub46291},
    year = {2019}
    }

2018

  • M. Grundmann, V. Kwatra, and I. Essa (2018), Cascaded camera motion estimation, rolling shutter detection, and camera shake detection for video stabilization(US Patent #9888180), 2018. [WEBSITE] [BIBTEX]
    @Misc{ 2018-Grundmann-CCMERSDCSDVS,
    author  = {Grundmann, Matthias and Kwatra, Vivek and Essa,
    Irfan},
    month = feb # {~6},
    note = {US Patent 9,888,180},
    publisher  = {(US Patent #9888180)},
    title = {Cascaded camera motion estimation, rolling shutter
    detection, and camera shake detection for video
    stabilization},
    url = {https://patents.google.com/patent/US9888180},
    year = {2018}
    }
  • C. R. Pantofaru, V. Bettadapura, K. Bharat, and I. Essa (2018), Systems and methods for directing content generation using a first-person point-of-view device.(US Patent #10110850), 2018. [WEBSITE] [BIBTEX]
    @Misc{ 2018-Pantofaru-SMDCGUFPD,
    author  = {Pantofaru, Caroline Rebecca and Bettadapura, Vinay
    and Bharat, Krishna and Essa, Irfan},
    month = oct # {~23},
    note = {US Patent 10,110,850},
    publisher  = {(US Patent #10110850)},
    title = {Systems and methods for directing content
    generation using a first-person point-of-view
    device. },
    url = {https://patents.google.com/patent/US10110850},
    year = {2018}
    }
  • I. Essa, V. Kwatra, and M. Grundmann (2018), Vector representation for video segmentation(US Patent Application # 14/587,420), 2018. [WEBSITE] [BIBTEX]
    @Misc{ 2018-Essa-VRVS,
    author  = {Essa, Irfan and Kwatra, Vivek and Grundmann,
    Matthias},
    month = dec # {~6},
    note = {US Patent Application 14/587,420},
    publisher  = {(US Patent Application # 14/587,420)},
    title = {Vector representation for video segmentation},
    url = {https://patents.google.com/patent/US20180350131},
    year = {2018}
    }
  • L. Drnach, I. Essa, and L. H. Ting (2018), “Identifying Gait Phases from Joint Kinematics during Walking with Switched Linear Dynamical Systems*,” in IEEE International Conference on Biomedical Robotics and Biomechatronics (Biorob), 2018, pp. 1181-1186. [PDF] [WEBSITE] [DOI] [BIBTEX]
    @InProceedings{ 2018-Drnach-IGPFJKDWWSLDS,
    author  = {L. {Drnach} and I. {Essa} and L. H. {Ting}},
    booktitle  = {{IEEE International Conference on Biomedical
    Robotics and Biomechatronics (Biorob)}},
    doi = {10.1109/BIOROB.2018.8487216},
    issn = {2155-1782},
    month = {August},
    pages = {1181-1186},
    pdf = {https://www.biorxiv.org/content/biorxiv/early/2018/07/27/378380.full.pdf},
    title = {Identifying Gait Phases from Joint Kinematics
    during Walking with Switched Linear Dynamical
    Systems*},
    url = {https://ieeexplore.ieee.org/document/8487216},
    year = {2018}
    }
  • J. C. Balloch, V. Agrawal, I. Essa, and S. Chernova (2018), “Unbiasing Semantic Segmentation For Robot Perception using Synthetic Data Feature Transfer,” arXiv preprint arXiv:1809.03676, 2018. [arXiv] [BIBTEX]
    @Article{ 2018-Balloch-USSRPUSDFT,
    arxiv = {https://arxiv.org/abs/1809.03676},
    author  = {Balloch, Jonathan C and Agrawal, Varun and Essa,
    Irfan and Chernova, Sonia},
    journal  = {arXiv preprint arXiv:1809.03676},
    month = {September},
    title = {Unbiasing Semantic Segmentation For Robot
    Perception using Synthetic Data Feature Transfer},
    year = {2018}
    }
  • C. Hori, H. Alamri, J. Wang, G. Winchern, T. Hori, A. Cherian, T. K. Marks, V. Cartillier, R. G. Lopes, A. Das, I. Essa, D. Batra, and D. Parikh (2018), “End-to-End Audio Visual Scene-Aware Dialog using Multimodal Attention-Based Video Features,” arXiv preprint arXiv:1806.08409, 2018. [arXiv] [BIBTEX]
    @Article{ 2018-Hori-EAVSDUMAVF,
    arxiv = {https://arxiv.org/abs/1806.08409},
    author  = {Hori, Chiori and Alamri, Huda and Wang, Jue and
    Winchern, Gordon and Hori, Takaaki and Cherian,
    Anoop and Marks, Tim K and Cartillier, Vincent and
    Lopes, Raphael Gontijo and Das, Abhishek and Essa,
    Irfan and Batra, Dhruv and Parikh, Devi},
    journal  = {arXiv preprint arXiv:1806.08409},
    month = {June},
    title = {End-to-End Audio Visual Scene-Aware Dialog using
    Multimodal Attention-Based Video Features},
    year = {2018}
    }
  • H. Alamri, V. Cartillier, R. G. Lopes, A. Das, J. Wang, I. Essa, D. Batra, D. Parikh, A. Cherian, T. K. Marks, and others (2018), “Audio Visual Scene-Aware Dialog (AVSD) Challenge at DSTC7,” arXiv preprint arXiv:1806.00525, 2018. [arXiv] [BIBTEX]
    @Article{ 2018-Alamri-AVSDACD,
    arxiv = {https://arxiv.org/abs/1806.00525},
    author  = {Alamri, Huda and Cartillier, Vincent and Lopes,
    Raphael Gontijo and Das, Abhishek and Wang, Jue and
    Essa, Irfan and Batra, Dhruv and Parikh, Devi and
    Cherian, Anoop and Marks, Tim K and others},
    journal  = {arXiv preprint arXiv:1806.00525},
    month = {June},
    title = {Audio Visual Scene-Aware Dialog (AVSD) Challenge at
    DSTC7},
    year = {2018}
    }
  • U. Ahsan, R. Madhok, and I. Essa (2018), “Video Jigsaw: Unsupervised Learning of Spatiotemporal Context for Video Action Recognition,” arXiv preprint arXiv:1808.07507, 2018. [arXiv] [BIBTEX]
    @Article{ 2018-Ahsan-VJULSCVAR,
    arxiv = {https://arxiv.org/abs/1808.07507},
    author  = {Ahsan, Unaiza and Madhok, Rishi and Essa, Irfan},
    journal  = {arXiv preprint arXiv:1808.07507},
    month = {August},
    title = {Video Jigsaw: Unsupervised Learning of
    Spatiotemporal Context for Video Action
    Recognition},
    year = {2018}
    }
  • A. Zia, A. Hung, I. Essa, and A. Jarc (2018), “Surgical Activity Recognition in Robot-Assisted Radical Prostatectomy using Deep Learning,” arXiv preprint arXiv:1806.00466, 2018. [arXiv] [BIBTEX]
    @Article{ 2018-Zia-SARRRPUDL,
    arxiv = {https://arxiv.org/abs/1806.00466},
    author  = {Zia, Aneeq and Hung, Andrew and Essa, Irfan and
    Jarc, Anthony},
    journal  = {arXiv preprint arXiv:1806.00466},
    month = {Jun},
    title = {Surgical Activity Recognition in Robot-Assisted
    Radical Prostatectomy using Deep Learning},
    year = {2018}
    }
  • A. Zia and I. Essa (2018), “Automated surgical skill assessment in RMIS training,” International Journal of Computer Assisted Radiology and Surgery, vol. 13, iss. 5, p. 731–739, 2018. [PDF] [WEBSITE] [BIBTEX]
    @Article{ 2018-Zia-ASSART,
    author  = {Zia, Aneeq and Essa, Irfan},
    journal  = {{International Journal of Computer Assisted
    Radiology and Surgery}},
    month = {March},
    number  = {5},
    pages = {731--739},
    pdf = {https://link.springer.com/content/pdf/10.1007%2Fs11548-018-1735-5.pdf},
    publisher  = {Springer},
    title = {Automated surgical skill assessment in RMIS
    training},
    url = {https://link.springer.com/article/10.1007/s11548-018-1735-5},
    volume  = {13},
    year = {2018}
    }
  • E. Uzun, S. P. H. Chung, I. Essa, and W. Lee (2018), “rtCaptcha: A Real-Time CAPTCHA Based Liveness Detection System,” in Network and Distributed System Security Symposium (NDSS), 2018. [PDF] [BIBTEX]
    @InProceedings{ 2018-Uzun-RRCBLDS,
    author  = {Erkam Uzun and Simon Pak Ho Chung and Irfan Essa
    and Wenke Lee},
    booktitle  = {{Network and Distributed System Security Symposium
    (NDSS)}},
    month = {March},
    pdf = {http://cyber.gatech.edu/sites/default/files/images/rtcaptcha-_a_real-time_captcha_based_liveness_detection_system.pdf},
    title = {rtCaptcha: A Real-Time CAPTCHA Based Liveness
    Detection System},
    year = {2018}
    }
  • A. Zia, Y. Sharma, V. Bettadapura, E. L. Sarin, and I. Essa (2018), “Video and accelerometer-based motion analysis for automated surgical skills assessment,” International Journal of Computer Assisted Radiology and Surgery, vol. 13, iss. 3, p. 443–455, 2018. [WEBSITE] [BIBTEX]
    @Article{ 2018-Zia-VAMAASSA,
    author  = {Zia, Aneeq and Sharma, Yachna and Bettadapura,
    Vinay and Sarin, Eric L and Essa, Irfan},
    journal  = {{International Journal of Computer Assisted
    Radiology and Surgery}},
    month = {January},
    number  = {3},
    pages = {443--455},
    publisher  = {Springer},
    title = {Video and accelerometer-based motion analysis for
    automated surgical skills assessment},
    url = {https://link.springer.com/article/10.1007/s11548-018-1704-z},
    volume  = {13},
    year = {2018}
    }
  • S. Hickson, A. Angelova, I. Essa, and R. Sukthankar (2018), “Object category learning and retrieval with weak supervision,” arXiv preprint arXiv:1801.08985, 2018. [arXiv] [BIBTEX]
    @Article{ 2018-Hickson-OCLRWWS,
    arxiv = {https://arxiv.org/abs/1801.08985},
    author  = {Hickson, Steven and Angelova, Anelia and Essa,
    Irfan and Sukthankar, Rahul},
    journal  = {arXiv preprint arXiv:1801.08985},
    month = {July},
    title = {Object category learning and retrieval with weak
    supervision},
    year = {2018}
    }
  • D. Castro, S. Hickson, P. Sangkloy, B. Mittal, S. Dai, J. Hays, and I. Essa (2018), “Let’s Dance: Learning From Online Dance Videos,” arXiv preprint arXiv:1801.07388, 2018. [arXiv] [BIBTEX]
    @Article{ 2018-Castro-LDLFODV,
    arxiv = {https://arxiv.org/abs/1801.07388},
    author  = {Castro, Daniel and Hickson, Steven and Sangkloy,
    Patsorn and Mittal, Bhavishya and Dai, Sean and
    Hays, James and Essa, Irfan},
    journal  = {arXiv preprint arXiv:1801.07388},
    month = {January},
    title = {Let's Dance: Learning From Online Dance Videos},
    year = {2018}
    }
  • U. Ahsan, C. Sun, and I. Essa (2018), “DiscrimNet: Semi-Supervised Action Recognition from Videos using Generative Adversarial Networks,” arXiv preprint arXiv:1801.07230, 2018. [arXiv] [BIBTEX]
    @Article{ 2018-Ahsan-DSARFVUGAN,
    arxiv = {https://arxiv.org/abs/1801.07230},
    author  = {Ahsan, Unaiza and Sun, Chen and Essa, Irfan},
    journal  = {arXiv preprint arXiv:1801.07230},
    month = {January},
    title = {DiscrimNet: Semi-Supervised Action Recognition from
    Videos using Generative Adversarial Networks},
    year = {2018}
    }

2017

  • E. Thomaz, I. Essa, and G. Abowd (2017), “Challenges and Opportunities in Automated Detection of Eating Activity,” in Mobile Health, Springer, 2017, p. 151–174. [WEBSITE] [BIBTEX]
    @InCollection{ 2017-Thomaz-COADEA,
    author  = {Thomaz, Edison and Essa, Irfan and Abowd, Gregory
    D},
    booktitle  = {{Mobile Health}},
    pages = {151--174},
    publisher  = {Springer},
    title = {Challenges and Opportunities in Automated Detection
    of Eating Activity},
    url = {https://link.springer.com/chapter/10.1007/978-3-319-51394-2_9},
    year = {2017}
    }
  • A. Shaban, S. Bansal, Z. Liu, I. Essa, and B. Boots (2017), “One-Shot Learning for Semantic Segmentation,” in British Machine Vision Conference (BMVC), 2017. [PDF] [WEBSITE] [DOI] [arXiv] [BIBTEX]
    @InProceedings{ 2017-Shaban-OLSS,
    arxiv = {https://arxiv.org/abs/1709.03410},
    author  = {Shaban, Amirreza and Bansal, Shray and Liu, Zhen
    and Essa, Irfan and Boots, Byron},
    booktitle  = {{British Machine Vision Conference (BMVC)}},
    doi = {10.5244/C.31.167},
    month = {September},
    pdf = {http://www.bmva.org/bmvc/2017/papers/paper167/paper167.pdf},
    title = {One-Shot Learning for Semantic Segmentation},
    url = {http://www.bmva.org/bmvc/2017/papers/paper167/index.html},
    year = {2017}
    }
  • E. Thomaz, A. Bedri, T. Prioleau, I. Essa, and G. D. Abowd (2017), “Exploring Symmetric and Asymmetric Bimanual Eating Detection with Inertial Sensors on the Wrist,” in Proceedings of the 1st Workshop on Digital Biomarkers, 2017, p. 21–26. [PDF] [DOI] [BIBTEX]
    @InProceedings{ 2017-Thomaz-ESABEDWISW,
    author  = {Thomaz, Edison and Bedri, Abdelkareem and Prioleau,
    Temiloluwa and Essa, Irfan and Abowd, Gregory D},
    booktitle  = {{Proceedings of the 1st Workshop on Digital
    Biomarkers}},
    doi = {10.1145/3089341.3089345},
    organization  = {ACM},
    pages = {21--26},
    pdf = {http://users.ece.utexas.edu/~ethomaz/papers/w6.pdf},
    title = {Exploring Symmetric and Asymmetric Bimanual Eating
    Detection with Inertial Sensors on the Wrist},
    year = {2017}
    }
  • J. Deeb-Swihart, C. Polack, Eric Gilbert, and I. Essa (2017), “Selfie-Presentation in Everyday Life: A Large-Scale Characterization of Selfie Contexts on Instagram,” in International AAAI Conference on Web and Social Media (ICWSM), 2017. [PDF] [BIBTEX]
    @InProceedings{ 2017-Deeb-Swihart-SELLCSCI,
    author  = {Julia Deeb-Swihart and Christopher Polack and Eric
    Gilbert and Irfan Essa},
    booktitle  = {{International AAAI Conference on Web and Social
    Media (ICWSM)}},
    month = {May},
    organization  = {AAAI},
    pdf = {http://www.cc.gatech.edu/~irfan/p/2017-Deeb-Swihart-SELLCSCI.pdf},
    title = {Selfie-Presentation in Everyday Life: A Large-Scale
    Characterization of Selfie Contexts on Instagram},
    year = {2017}
    }
  • U. Ahsan, M. D. Choudhury, and Irfan Essa (2017), “Towards Using Visual Attributes to Infer Image Sentiment Of Social Events,” in Proceedings of The International Joint Conference on Neural Networks, Anchorage, Alaska, US, 2017. [PDF] [BIBTEX]
    @InProceedings{ 2017-Ahsan-TUVAIISSE,
    address  = {Anchorage, Alaska, US},
    author  = {Unaiza Ahsan and Munmun De Choudhury and Irfan
    Essa},
    booktitle  = {Proceedings of The International Joint Conference
    on Neural Networks},
    month = {May},
    pdf = {http://www.cc.gatech.edu/~irfan/p/2017-Ahsan-TUVAIISSE.pdf},
    publisher  = {International Neural Network Society},
    title = {Towards Using Visual Attributes to Infer Image
    Sentiment Of Social Events},
    year = {2017}
    }
  • U. Ahsan, C. Sun, J. Hays, and Irfan Essa (2017), “Complex Event Recognition from Images with Few Training Examples,” in IEEE Winter Conference on Applications of Computer Vision (WACV), 2017. [PDF] [arXiv] [BIBTEX]
    @InProceedings{ 2017-Ahsan-CERFIWTE,
    arxiv = {https://arxiv.org/abs/1701.04769},
    author  = {Unaiza Ahsan and Chen Sun and James Hays and Irfan
    Essa},
    booktitle  = {{IEEE Winter Conference on Applications of Computer
    Vision (WACV)}},
    month = {March},
    pdf = {http://www.cc.gatech.edu/~irfan/p/2017-Ahsan-CERFIWTE.pdf},
    title = {Complex Event Recognition from Images with Few
    Training Examples},
    year = {2017}
    }
  • A. Zia, Y. Sharma, V. Bettadapura, E.Sarin, and I. Essa (2017), “Video and Accelerometer-Based Motion Analysis for Automated Surgical Skills Assessment,” in Information Processing in Computer-Assisted Interventions (IPCAI), 2017. [PDF] [BIBTEX]
    @InProceedings{ 2017-Zia-VAMAASSA,
    author  = {A. Zia and Y. Sharma and V. Bettadapura and E.Sarin
    and I. Essa},
    booktitle  = {{Information Processing in Computer-Assisted
    Interventions (IPCAI)}},
    month = {June},
    pdf = {http://www.cc.gatech.edu/~irfan/p/2017-Zia-VAMAASSA.pdf},
    title = {Video and Accelerometer-Based Motion Analysis for
    Automated Surgical Skills Assessment},
    year = {2017}
    }

2016

  • A. Zia, D. Castro, and I. Essa (2016), “Fine-tuning Deep Architectures for Surgical Tool Detection,” in Workshop and Challenges on Modeling and Monitoring of Computer Assisted Interventions (M2CAI), Held in Conjunction with International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Athens, Greece, 2016. [PDF] [WEBSITE] [BIBTEX]
    @InProceedings{ 2016-Zia-FDASTD,
    address  = {Athens, Greece},
    author  = {Aneeq Zia and Daniel Castro and Irfan Essa},
    booktitle  = {{Workshop and Challenges on Modeling and Monitoring
    of Computer Assisted Interventions (M2CAI), Held in
    Conjunction with International Conference on Medical
    Image Computing and Computer Assisted Intervention
    (MICCAI)}},
    month = {October},
    pdf = {http://www.cc.gatech.edu/~irfan/p/2016-Zia-FDASTD.pdf},
    title = {Fine-tuning Deep Architectures for Surgical Tool
    Detection},
    url = {http://www.cc.gatech.edu/cpl/projects/deepm2cai/},
    year = {2016}
    }
  • A. Zia, Y. Sharma, V. Bettadapura, E. L. Sarin, T. Ploetz, M. A. Clements, and I. Essa (2016), “Automated video-based assessment of surgical skills for training and evaluation in medical schools,” International Journal of Computer Assisted Radiology and Surgery, vol. 11, iss. 9, p. 1623–1636, 2016. [WEBSITE] [DOI] [BIBTEX]
    @Article{ 2016-Zia-AVASSTEMS,
    author  = {Zia, Aneeq and Sharma, Yachna and Bettadapura,
    Vinay and Sarin, Eric L and Ploetz, Thomas and
    Clements, Mark A and Essa, Irfan},
    doi = {10.1007/s11548-016-1468-2},
    journal  = {{International Journal of Computer Assisted
    Radiology and Surgery}},
    month = {September},
    number  = {9},
    pages = {1623--1636},
    publisher  = {Springer Berlin Heidelberg},
    title = {Automated video-based assessment of surgical skills
    for training and evaluation in medical schools},
    url = {http://link.springer.com/article/10.1007/s11548-016-1468-2},
    volume  = {11},
    year = {2016}
    }
  • V. Bettadapura, C. Pantofaru, and Irfan Essa (2016), “Leveraging Contextual Cues for Generating Basketball Highlights,” in ACM International Conference on Multimedia (ACM-MM), 2016. [PDF] [WEBSITE] [DOI] [arXiv] [BIBTEX]
    @InProceedings{ 2016-Bettadapura-LCCGBH,
    arxiv = {http://arxiv.org/abs/1606.08955},
    author  = {Vinay Bettadapura and Caroline Pantofaru and Irfan
    Essa},
    booktitle  = {{ACM International Conference on Multimedia
    (ACM-MM)}},
    doi = {10.1145/2964284.2964286},
    month = {October},
    organization  = {ACM},
    pdf = {http://www.cc.gatech.edu/~irfan/p/2016-Bettadapura-LCCGBH.pdf},
    title = {Leveraging Contextual Cues for Generating
    Basketball Highlights},
    url = {http://www.vbettadapura.com/highlights/basketball/index.htm},
    year = {2016}
    }
  • D. Castro, V. Bettadapura, and Irfan Essa (2016), “Discovering Picturesque Highlights from Egocentric Vacation Video,” in IEEE Winter Conference on Applications of Computer Vision (WACV), 2016. [PDF] [WEBSITE] [arXiv] [BIBTEX]
    @InProceedings{ 2016-Castro-DPHFEVV,
    arxiv = {http://arxiv.org/abs/1601.04406},
    author  = {Daniel Castro and Vinay Bettadapura and Irfan
    Essa},
    booktitle  = {{IEEE Winter Conference on Applications of Computer
    Vision (WACV)}},
    month = {March},
    pdf = {http://www.cc.gatech.edu/~irfan/p/2016-Castro-DPHFEVV.pdf},
    title = {Discovering Picturesque Highlights from Egocentric
    Vacation Video},
    url = {http://www.cc.gatech.edu/cpl/projects/egocentrichighlights/},
    year = {2016}
    }

2015

  • A. Zia, Y. Sharma, V. Bettadapura, E. Sarin, M. Clements, and I. Essa (2015), “Automated Assessment of Surgical Skills Using Frequency Analysis,” in International Conference on Medical Image Computing and Computer Assisted Interventions (MICCAI), 2015. [PDF] [BIBTEX]
    @InProceedings{ 2015-Zia-AASSUFA,
    author  = {A. Zia and Y. Sharma and V. Bettadapura and E.
    Sarin and M. Clements and I. Essa},
    booktitle  = {{International Conference on Medical Image
    Computing and Computer Assisted Interventions
    (MICCAI)}},
    month = {October},
    pdf = {http://www.cc.gatech.edu/~irfan/p/2015-Zia-AASSUFA.pdf},
    title = {Automated Assessment of Surgical Skills Using
    Frequency Analysis},
    year = {2015}
    }
  • E. Thomaz, C. Zhang, I. Essa, and G. D. Abowd (2015), “Inferring Meal Eating Activities in Real World Settings from Ambient Sounds: A Feasibility Study,” in ACM Conference on Intelligence User Interfaces (IUI), 2015. (Best Short Paper Award) [PDF] [DOI] [BIBTEX]
    @InProceedings{ 2015-Thomaz-IMEARWSFASFS,
    author  = {Edison Thomaz and Cheng Zhang and Irfan Essa and
    Gregory D. Abowd},
    awards  = {(Best Short Paper Award)},
    booktitle  = {{ACM Conference on Intelligence User Interfaces
    (IUI)}},
    doi = {10.1145/2678025.2701405},
    month = {May},
    pdf = {http://www.cc.gatech.edu/~irfan/p/2015-Thomaz-IMEARWSFASFS.pdf},
    title = {Inferring Meal Eating Activities in Real World
    Settings from Ambient Sounds: A Feasibility Study},
    year = {2015}
    }
  • E. Thomaz, I. Essa, and G. D. Abowd (2015), “A Practical Approach for Recognizing Eating Moments with Wrist-Mounted Inertial Sensing,” in ACM International Conference on Ubiquitous Computing (UBICOMP), 2015. [PDF] [DOI] [BIBTEX]
    @InProceedings{ 2015-Thomaz-PAREMWWIS,
    author  = {Edison Thomaz and Irfan Essa and Gregory D. Abowd},
    booktitle  = {{ACM International Conference on Ubiquitous
    Computing (UBICOMP)}},
    doi = {10.1145/2750858.2807545},
    month = {September},
    pdf = {http://www.cc.gatech.edu/~irfan/p/2015-Thomaz-PAREMWWIS.pdf},
    title = {A Practical Approach for Recognizing Eating Moments
    with Wrist-Mounted Inertial Sensing},
    year = {2015}
    }
  • D. Castro, S. Hickson, Vinay Bettadapura, E. Thomaz, G. Abowd, H. Christensen, and I. Essa (2015), “Predicting Daily Activities from Egocentric Images Using Deep Learning,” in Proceedings of International Symposium on Wearable Computers (ISWC), 2015. [PDF] [WEBSITE] [arXiv] [BIBTEX]
    @InProceedings{ 2015-Castro-PDAFEIUDL,
    arxiv = {http://arxiv.org/abs/1510.01576},
    author  = {Daniel Castro and Steven Hickson and Vinay
    Bettadapura and Edison Thomaz and Gregory Abowd and
    Henrik Christensen and Irfan Essa},
    booktitle  = {Proceedings of International Symposium on Wearable
    Computers (ISWC)},
    month = {September},
    pdf = {http://www.cc.gatech.edu/~irfan/p/2015-Castro-PDAFEIUDL.pdf},
    title = {Predicting Daily Activities from Egocentric Images
    Using Deep Learning},
    url = {http://www.cc.gatech.edu/cpl/projects/dailyactivities/},
    year = {2015}
    }
  • V. Bettadapura, E. Thomaz, Aman Parnami, G. Abowd, and I. Essa (2015), “Leveraging Context to Support Automated Food Recognition in Restaurants,” in IEEE Winter Conference on Applications of Computer Vision (WACV), 2015. [PDF] [WEBSITE] [DOI] [arXiv] [BIBTEX]
    @InProceedings{ 2015-Bettadapura-LCSAFRR,
    arxiv = {http://arxiv.org/abs/1510.02078},
    author  = {Vinay Bettadapura and Edison Thomaz and Aman
    Parnami and Gregory Abowd and Irfan Essa},
    booktitle  = {{IEEE Winter Conference on Applications of Computer
    Vision (WACV)}},
    doi = {10.1109/WACV.2015.83},
    month = {January},
    pdf = {http://www.cc.gatech.edu/~irfan/p/2015-Bettadapura-LCSAFRR.pdf},
    publisher  = {IEEE Computer Society},
    title = {Leveraging Context to Support Automated Food
    Recognition in Restaurants},
    url = {http://www.vbettadapura.com/egocentric/food/},
    year = {2015}
    }
  • S. Hickson, I. Essa, and Henrik Christensen (2015), “Semantic Instance Labeling Leveraging Hierarchical Segmentation,” in IEEE Winter Conference on Applications of Computer Vision (WACV), 2015. [PDF] [DOI] [BIBTEX]
    @InProceedings{ 2015-Hickson-SILLHS,
    author  = {Steven Hickson and Irfan Essa and Henrik
    Christensen},
    booktitle  = {{IEEE Winter Conference on Applications of Computer
    Vision (WACV)}},
    doi = {10.1109/WACV.2015.147},
    month = {January},
    pdf = {http://www.cc.gatech.edu/~irfan/p/2015-Hickson-SILLHS.pdf},
    publisher  = {IEEE Computer Society},
    title = {Semantic Instance Labeling Leveraging Hierarchical
    Segmentation},
    year = {2015}
    }
  • S. H. Raza, A. Humayun, Matthias Grundmann, D. Anderson, and I. Essa (2015), “Finding Temporally Consistent Occlusion Boundaries using Scene Layout,” in IEEE Winter Conference on Applications of Computer Vision (WACV), 2015. [PDF] [DOI] [BIBTEX]
    @InProceedings{ 2015-Raza-FTCOBUSL,
    author  = {Syed Hussain Raza and Ahmad Humayun and Matthias
    Grundmann and David Anderson and Irfan Essa},
    booktitle  = {{IEEE Winter Conference on Applications of Computer
    Vision (WACV)}},
    doi = {10.1109/WACV.2015.141},
    month = {January},
    pdf = {http://www.cc.gatech.edu/~irfan/p/2015-Raza-FTCOBUSL.pdf},
    publisher  = {IEEE Computer Society},
    title = {Finding Temporally Consistent Occlusion Boundaries
    using Scene Layout},
    year = {2015}
    }
  • V. Bettadapura, I. Essa, and Caroline Pantofaru (2015), “Egocentric Field-of-View Localization Using First-Person Point-of-View Devices,” in IEEE Winter Conference on Applications of Computer Vision (WACV), 2015. (Best Paper Award) [PDF] [WEBSITE] [DOI] [arXiv] [BIBTEX]
    @InProceedings{ 2015-Bettadapura-EFLUFPD,
    arxiv = {http://arxiv.org/abs/1510.02073},
    author  = {Vinay Bettadapura and Irfan Essa and Caroline
    Pantofaru},
    awards  = {(Best Paper Award)},
    booktitle  = {{IEEE Winter Conference on Applications of Computer
    Vision (WACV)}},
    doi = {10.1109/WACV.2015.89},
    month = {January},
    pdf = {http://www.cc.gatech.edu/~irfan/p/2015-Bettadapura-EFLUFPD.pdf},
    publisher  = {IEEE Computer Society},
    title = {Egocentric Field-of-View Localization Using
    First-Person Point-of-View Devices},
    url = {http://www.vbettadapura.com/egocentric/localization/},
    year = {2015}
    }

2014

  • U. Ahsan and I. Essa (2014), “Clustering Social Event Images Using Kernel Canonical Correlation Analysis,” in IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshop on Women in Computing (WiC), 2014. [PDF] [BIBTEX]
    @InProceedings{ 2014-Ahsan-CSEIUKCCA,
    author  = {Ahsan, Unaiza and Essa, Irfan},
    booktitle  = {{IEEE Conference on Computer Vision and Pattern
    Recognition (CVPR) Workshop on Women in Computing
    (WiC)}},
    month = {June},
    pdf = {http://www.cv-foundation.org//openaccess/content_cvpr_workshops_2014/W20/papers/Ahsan_Clustering_Social_Event_2014_CVPR_paper.pdf},
    title = {Clustering Social Event Images Using Kernel
    Canonical Correlation Analysis},
    year = {2014}
    }
  • J. Bidwell, I. Essa, A. Rozga, and G. Abowd (2014), “Measuring child visual attention using markerless head tracking from color and depth sensing cameras,” in Proceedings of International Conference on Multimodal Interfaces (ICMI), 2014. [WEBSITE] [BIBTEX]
    @InProceedings{ 2014-Bidwell-MCVAUMHTFCDSC,
    author  = {Jonathan Bidwell and Irfan Essa and Agata Rozga and
    Gregory Abowd},
    booktitle  = {{Proceedings of International Conference on
    Multimodal Interfaces (ICMI)}},
    month = {November},
    title = {Measuring child visual attention using markerless
    head tracking from color and depth sensing cameras},
    url = {http://icmi.acm.org/2014/},
    year = {2014}
    }
  • U. Ahsan and I. Essa (2014), “Towards Story Visualization from Social Multimedia,” in Proceedings of Symposium on Computation and Journalism, 2014. [WEBSITE] [BIBTEX]
    @InProceedings{ 2014-Ahsan-TSVFSM,
    author  = {Unaiza Ahsan and Irfan Essa},
    booktitle  = {{Proceedings of Symposium on Computation and
    Journalism}},
    month = {October},
    title = {Towards Story Visualization from Social
    Multimedia},
    url = {http://symposium2014.computation-and-journalism.com/},
    year = {2014}
    }
  • Y. Sharma, V. Bettadapura, Thomas Ploetz, N. Hammerla, S. Mellor, R. McNaney, P. Olivier, Sandeep Deshmukh, A. Mccaskie, and I. Essa (2014), “Video Based Assessment of OSATS Using Sequential Motion Textures,” in Proceedings of Workshop on Modeling and Monitoring of Computer Assisted Interventions (M2CAI), 2014. (Best Paper Honorable Mention Award) [PDF] [BIBTEX]
    @InProceedings{ 2014-Sharma-VBAOUSMT,
    author  = {Yachna Sharma and Vinay Bettadapura and Thomas
    Ploetz and Nils Hammerla and Sebastian Mellor and
    Roisin McNaney and Patrick Olivier and Sandeep
    Deshmukh and Andrew Mccaskie and Irfan Essa},
    awards  = {(Best Paper Honorable Mention Award)},
    booktitle  = {{Proceedings of Workshop on Modeling and Monitoring
    of Computer Assisted Interventions (M2CAI)}},
    month = {September},
    pdf = {http://www.cc.gatech.edu/~irfan/p/2014-Sharma-VBAOUSMT.pdf},
    title = {Video Based Assessment of OSATS Using Sequential
    Motion Textures},
    year = {2014}
    }
  • S. H. Raza, O. Javed, A. Das, H. Sawhney, H. Cheng, and I. Essa (2014), “Depth Extraction from Videos Using Geometric Context and Occlusion Boundaries,” in British Machine Vision Conference (BMVC), Nottingham, UK, 2014. [PDF] [WEBSITE] [arXiv] [BIBTEX]
    @InProceedings{ 2014-Raza-DEFVUGCOB,
    address  = {Nottingham, UK},
    arxiv = {https://arxiv.org/abs/1510.07317},
    author  = {Syed Hussain Raza and Omar Javed and Aveek Das and
    Harpreet Sawhney and Hui Cheng and Irfan Essa},
    booktitle  = {{British Machine Vision Conference (BMVC)}},
    month = {September},
    pdf = {http://www.cc.gatech.edu/~irfan/p/2014-Raza-DEFVUGCOB.pdf},
    title = {Depth Extraction from Videos Using Geometric
    Context and Occlusion Boundaries},
    url = {http://www.cc.gatech.edu/cpl/projects/videodepth/},
    year = {2014}
    }
  • S. Hickson, S. Birchfield, I. Essa, and H. Christensen (2014), “Efficient Hierarchical Graph-Based Segmentation of RGBD Videos,” in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014. [PDF] [WEBSITE] [BIBTEX]
    @InProceedings{ 2014-Hickson-EHGSRV,
    author  = {Steven Hickson and Stan Birchfield and Irfan Essa
    and Henrik Christensen},
    booktitle  = {{IEEE Conference on Computer Vision and Pattern
    Recognition (CVPR)}},
    month = {June},
    organization  = {IEEE Computer Society},
    pdf = {http://www.cc.gatech.edu/~irfan/p/2014-Hickson-EHGSRV.pdf},
    title = {Efficient Hierarchical Graph-Based Segmentation of
    RGBD Videos},
    url = {http://www.cc.gatech.edu/cpl/projects/4dseg},
    year = {2014}
    }
  • J. Bidwell, A. Rozga, J. Kim, H. Rao, M. Clements, I. Essa, and G. Abowd (2014), “Automated Prediction of a Child’s Response to Name from Audio and Video,” in Proceedings of Annual Conference of the International Society of Autism Research, 2014. [WEBSITE] [BIBTEX]
    @InProceedings{ 2014-Bidwell-APCRNFAV,
    author  = {J. Bidwell and A. Rozga and J. Kim and H. Rao and
    M. Clements and I. Essa and G. Abowd},
    booktitle  = {{Proceedings of Annual Conference of the
    International Society of Autism Research}},
    month = {May},
    organization  = {IMFAR},
    title = {Automated Prediction of a Child's Response to Name
    from Audio and Video},
    url = {https://imfar.confex.com/imfar/2014/webprogram/Paper16999.html},
    year = {2014}
    }
  • Y. Sharma, T. Ploetz, N. Hammerla, S. Mellor, R. McNaney, Patrick Oliver, S. Deshmukh, A. McCaskie, and I. Essa (2014), “Automated Surgical OSATS Prediction from Videos,” in Proceedings of IEEE International Symposium on Biomedical Imaging, Beijing, CHINA, 2014. [PDF] [BIBTEX]
    @InProceedings{ 2014-Sharma-ASOPFV,
    address  = {Beijing, CHINA},
    author  = {Yachna Sharma and Thomas Ploetz and Nils Hammerla
    and Sebastian Mellor and Roisin McNaney and Patrick
    Oliver and Sandeep Deshmukh and Andrew McCaskie and
    Irfan Essa},
    booktitle  = {{Proceedings of IEEE International Symposium on
    Biomedical Imaging}},
    month = {April},
    pdf = {http://www.cc.gatech.edu/~irfan/p/2014-Sharma-ASOPFV.pdf},
    title = {Automated Surgical {OSATS} Prediction from Videos},
    year = {2014}
    }

2013

  • T. E. Senator, H. G. Goldberg, A. Memory, W. T. Young, B. Rees, R. Pierce, D. Huang, M. Reardon, D. A. Bader, E. Chow, I. Essa, J. Jones, V. Bettadapura, D. H. Chau, O. Green, O. Kaya, A. Zakrzewska, E. Briscoe, R. I. L. Mappus, R. McColl, L. Weiss, T. G. Dietterich, A. Fern, W. Wong, S. Das, A. Emmott, J. Irvine, J. Lee, D. Koutra, C. Faloutsos, D. Corkill, L. Friedland, A. Gentzel, and D. Jensen (2013), “Detecting insider threats in a real corporate database of computer usage activity,” in Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining, New York, NY, USA, 2013, p. 1393–1401. [WEBSITE] [DOI] [BIBTEX]
    @InProceedings{ 2013-Senator-DITRCDCUA,
    acmid = {2488213},
    address  = {New York, NY, USA},
    author  = {Senator, Ted E. and Goldberg, Henry G. and Memory,
    Alex and Young, William T. and Rees, Brad and
    Pierce, Robert and Huang, Daniel and Reardon,
    Matthew and Bader, David A. and Chow, Edmond and
    Essa, Irfan and Jones, Joshua and Bettadapura, Vinay
    and Chau, Duen Horng and Green, Oded and Kaya, Oguz
    and Zakrzewska, Anita and Briscoe, Erica and Mappus,
    Rudolph IV L. and McColl, Robert and Weiss, Lora and
    Dietterich, Thomas G. and Fern, Alan and Wong,
    Weng--Keen and Das, Shubhomoy and Emmott, Andrew and
    Irvine, Jed and Lee, Jay-Yoon and Koutra, Danai and
    Faloutsos, Christos and Corkill, Daniel and
    Friedland, Lisa and Gentzel, Amanda and Jensen,
    David},
    booktitle  = {{Proceedings of the 19th ACM SIGKDD international
    conference on Knowledge discovery and data mining}},
    doi = {10.1145/2487575.2488213},
    isbn = {978-1-4503-2174-7},
    location  = {Chicago, Illinois, USA},
    month = {September},
    numpages  = {9},
    pages = {1393--1401},
    publisher  = {ACM},
    series  = {KDD '13},
    title = {Detecting insider threats in a real corporate
    database of computer usage activity},
    url = {http://doi.acm.org/10.1145/2487575.2488213},
    year = {2013}
    }
  • E. Thomaz, A. Parnami, I. Essa, and G. D. Abowd (2013), “Feasibility of Identifying Eating Moments from First-Person Images Leveraging Human Computation,” in Proceedings of ACM International SenseCam and Pervasive Imaging (SenseCam ’13), 2013. [PDF] [DOI] [BIBTEX]
    @InProceedings{ 2013-Thomaz-FIEMFFILHC,
    author  = {Edison Thomaz and Aman Parnami and Irfan Essa and
    Gregory D. Abowd},
    booktitle  = {{Proceedings of ACM International SenseCam and
    Pervasive Imaging (SenseCam '13)}},
    doi = {10.1145/2526667.2526672},
    pdf = {http://www.cc.gatech.edu/~irfan/p/2013-Thomaz-FIEMFFILHC.pdf},
    title = {Feasibility of Identifying Eating Moments from
    First-Person Images Leveraging Human Computation},
    year = {2013}
    }
  • E. Thomaz, A. Parnami, J. Bidwell, I. Essa, and G. D. Abowd (2013), “Technological Approaches for Addressing Privacy Concerns when Recognizing Eating Behaviors with Wearable Cameras.,” in ACM International Joint Conference on Pervasive and Ubiquitous Computing (UBICOMP), 2013. [PDF] [DOI] [BIBTEX]
    @InProceedings{ 2013-Thomaz-TAAPCWREBWWC,
    author  = {Edison Thomaz and Aman Parnami and Jonathan Bidwell
    and Irfan Essa and Gregory D. Abowd},
    booktitle  = {{ACM International Joint Conference on Pervasive
    and Ubiquitous Computing (UBICOMP)}},
    doi = {10.1145/2493432.2493509},
    month = {September},
    pdf = {http://www.cc.gatech.edu/~irfan/p/2013-Thomaz-TAAPCWREBWWC.pdf},
    title = {Technological Approaches for Addressing Privacy
    Concerns when Recognizing Eating Behaviors with
    Wearable Cameras.},
    year = {2013}
    }
  • R. Hamid, R. Kumar, Jessica Hodgins, and I. Essa (2013), “A Visualization Framework for Team Sports Captured using Multiple Static Cameras,” Computer Vision and Image Understanding, p. -, 2013. [PDF] [WEBSITE] [VIDEO] [DOI] [BIBTEX]
    @Article{ 2013-Hamid-VFTSCUMSC,
    author  = {Raffay Hamid and Ramkrishan Kumar and Jessica
    Hodgins and Irfan Essa},
    doi = {10.1016/j.cviu.2013.09.006},
    issn = {1077-3142},
    journal  = {{Computer Vision and Image Understanding}},
    number  = {0},
    pages = {-},
    pdf = {http://www.cc.gatech.edu/~irfan/p/2013-Hamid-VFTSCUMSC.pdf},
    title = {A Visualization Framework for Team Sports Captured
    using Multiple Static Cameras},
    url = {http://raffayhamid.com/sports_viz.shtml},
    video = {http://www.youtube.com/watch?v=VwzAMi9pUDQ},
    year = {2013},
    bdsk-url-3  = {http://raffayhamid.com/sports_viz.shtml}
    }
  • S. Kim, F. Li, G. Lebanon, and I. A. Essa (2013), “Beyond Sentiment: The Manifold of Human Emotions,” in Artificial Intelligence and Statistics (AISTATS), 2013. [PDF] [BIBTEX]
    @InProceedings{ 2012-Kim-BSMHE,
    author  = {Seungyeon Kim and Fuxin Li and Guy Lebanon and
    Irfan A. Essa},
    booktitle  = {{Artificial Intelligence and Statistics
    (AISTATS)}},
    pdf = {http://arxiv.org/pdf/1202.1568v1},
    title = {Beyond Sentiment: The Manifold of Human Emotions},
    year = {2013}
    }
  • M. Grundmann, C. McClanahan, S. Kang, and I. Essa (2013), “Post-processing Approach for Radiometric Self-Calibration of Video,” in IEEE Conference on Computational Photography (ICCP), 2013. [PDF] [WEBSITE] [VIDEO] [DOI] [BIBTEX]
    @InProceedings{ 2013-Grundmann-PARSV,
    author  = {Matthias Grundmann and Chris McClanahan and Sing
    Bing Kang and Irfan Essa},
    booktitle  = {{IEEE Conference on Computational Photography
    (ICCP)}},
    doi = {10.1109/ICCPhot.2013.6528307},
    month = {April},
    organization  = {IEEE Computer Society},
    pdf = {http://www.cc.gatech.edu/~irfan/p/2013-Grundmann-PARSV.pdf},
    title = {Post-processing Approach for Radiometric
    Self-Calibration of Video},
    url = {http://www.cc.gatech.edu/cpl/projects/radiometric},
    video = {http://www.youtube.com/watch?v=sC942ZB4WuM},
    year = {2013}
    }
  • J. M. Rehg, G. D. Abowd, A. Rozga, M. Romero, M. A. Clements, Stan Sclaroff, I. Essa, O. Y. Ousley, Yin Li, C. Kim, H. Rao, J. C. Kim, L. L. Presti, J. Zhang, D. Lantsman, J. Bidwell, and Z. Ye (2013), “Decoding Children’s Social Behavior,” in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013. [PDF] [WEBSITE] [DOI] [BIBTEX]
    @InProceedings{ 2013-Rehg-DCSB,
    author  = {James M. Rehg and Gregory D. Abowd and Agata Rozga
    and Mario Romero and Mark A. Clements and Stan
    Sclaroff and Irfan Essa and Opal Y. Ousley and Yin
    Li and Chanho Kim and Hrishikesh Rao and Jonathan C.
    Kim and Liliana Lo Presti and Jianming Zhang and
    Denis Lantsman and Jonathan Bidwell and Zhefan Ye},
    booktitle  = {{IEEE Conference on Computer Vision and Pattern
    Recognition (CVPR)}},
    doi = {10.1109/CVPR.2013.438},
    month = {June},
    organization  = {IEEE Computer Society},
    pdf = {http://www.cc.gatech.edu/~rehg/Papers/Rehg_CVPR13.pdf},
    title = {Decoding Children's Social Behavior},
    url = {http://www.cbi.gatech.edu/mmdb/},
    year = {2013}
    }
  • S. H. Raza, M. Grundmann, and Irfan Essa (2013), “Geoemetric Context from Video,” in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013. [PDF] [WEBSITE] [VIDEO] [DOI] [BIBTEX]
    @InProceedings{ 2013-Raza-GCFV,
    author  = {Syed Hussain Raza and Matthias Grundmann and Irfan
    Essa},
    booktitle  = {{IEEE Conference on Computer Vision and Pattern
    Recognition (CVPR)}},
    doi = {10.1109/CVPR.2013.396},
    month = {June},
    organization  = {IEEE Computer Society},
    pdf = {http://www.cc.gatech.edu/~irfan/p/2013-Raza-GCFV.pdf},
    title = {Geoemetric Context from Video},
    url = {http://www.cc.gatech.edu/cpl/projects/videogeometriccontext/},
    video = {http://www.youtube.com/watch?v=EXPmgKHPJ64},
    year = {2013},
    bdsk-url-3  = {http://dx.doi.org/10.1109/CVPR.2013.396}
    }
  • V. Bettadapura, G. Schindler, Thomas Ploetz, and I. Essa (2013), “Augmenting Bag-of-Words: Data-Driven Discovery of Temporal and Structural Information for Activity Recognition,” in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013. [PDF] [WEBSITE] [DOI] [arXiv] [BIBTEX]
    @InProceedings{ 2013-Bettadapura-ABDDTSIAR,
    arxiv = {http://arxiv.org/abs/1510.02071},
    author  = {Vinay Bettadapura and Grant Schindler and Thomas
    Ploetz and Irfan Essa},
    booktitle  = {{IEEE Conference on Computer Vision and Pattern
    Recognition (CVPR)}},
    doi = {10.1109/CVPR.2013.338},
    month = {June},
    organization  = {IEEE Computer Society},
    pdf = {http://www.cc.gatech.edu/~irfan/p/2013-Bettadapura-ABDDTSIAR.pdf},
    title = {Augmenting Bag-of-Words: Data-Driven Discovery of
    Temporal and Structural Information for Activity
    Recognition},
    url = {http://www.cc.gatech.edu/cpl/projects/abow/},
    year = {2013}
    }

2012

  • N. Dantam, I. Essa, and M. Stilman (2012), “Linguistic Transfer of Human Assembly Tasks to Robots,” in Intelligent Robots and Systems (IROS), 2012. [PDF] [DOI] [BIBTEX]
    @InProceedings{ 2012-Dantam-LTHATR,
    author  = {N. Dantam and I. Essa and M. Stilman},
    booktitle  = {{Intelligent Robots and Systems (IROS)}},
    doi = {10.1109/IROS.2012.6385749},
    pdf = {http://www.cc.gatech.edu/~ndantam3/papers/dantam2012assembly.pdf},
    title = {Linguistic Transfer of Human Assembly Tasks to
    Robots},
    year = {2012}
    }
  • G. Hartmann, M. Grundmann, Judy Hoffman, D. Tsai, V. Kwatra, Omid Madani, S. Vijayanarasimhan, Irfan Essa, J. Rehg, and R. Sukthankar (2012), “Weakly Supervised Learning of Object Segmentations from Web-Scale Videos,” in Proceedings of ECCV 2012 Workshop on Web-scale Vision and Social Media, 2012. [PDF] [DOI] [BIBTEX]
    @InProceedings{ 2012-Hartmann-WSLOSFWV,
    author  = {Glenn Hartmann and Matthias Grundmann and Judy
    Hoffman and David Tsai and Vivek Kwatra and Omid
    Madani and Sudheendra Vijayanarasimhan and Irfan
    Essa and James Rehg and Rahul Sukthankar},
    booktitle  = {Proceedings of ECCV 2012 Workshop on Web-scale
    Vision and Social Media},
    doi = {10.1007/978-3-642-33863-2_20},
    pdf = {http://www.cs.cmu.edu/~rahuls/pub/eccv2012wk-cp-rahuls.pdf},
    title = {Weakly Supervised Learning of Object Segmentations
    from Web-Scale Videos},
    year = {2012}
    }
  • E. Thomaz, V. Bettadapura, Gabriel Reyes, M. Sandesh, G. Schindler, T. Ploetz, G. D. Abowd, and I. Essa (2012), “Recognizing Water-Based Activities in the Home Through Infrastructure-Mediated Sensing,” in ACM International Conference on Ubiquitous Computing (UBICOMP), 2012. [PDF] [WEBSITE] [DOI] [BIBTEX]
    @InProceedings{ 2012-Thomaz-RWAHTIS,
    author  = {Edison Thomaz and Vinay Bettadapura and Gabriel
    Reyes and Megha Sandesh and Grant Schindler and
    Thomas Ploetz and Gregory D. Abowd and Irfan Essa},
    booktitle  = {{ACM International Conference on Ubiquitous
    Computing (UBICOMP)}},
    doi = {10.1145/2370216.2370230},
    month = {September},
    pdf = {http://www.cc.gatech.edu/~irfan/p/2012-Thomaz-RWAHTIS.pdf},
    title = {Recognizing Water-Based Activities in the Home
    Through Infrastructure-Mediated Sensing},
    url = {http://www.ethomaz.com/2012/09/05/activity-rec-ims-ubicomp-2012/},
    year = {2012},
    bdsk-url-3  = {http://dx.doi.org/10.1145/2370216.2370230}
    }
  • J. Wang, G. Schindler, and I. Essa (2012), “Orientation Aware Scene Understanding for Mobile Camera,” in ACM International Conference on Ubiquitous Computing (UBICOMP), 2012. [PDF] [WEBSITE] [DOI] [BIBTEX]
    @InProceedings{ 2012-Wang-OASUMC,
    author  = {Jing Wang and Grant Schindler and Irfan Essa},
    booktitle  = {{ACM International Conference on Ubiquitous
    Computing (UBICOMP)}},
    doi = {10.1145/2370216.2370258},
    month = {September},
    pdf = {http://www.cc.gatech.edu/~irfan/p/2012-Wang-OASUMC.pdf},
    title = {Orientation Aware Scene Understanding for Mobile
    Camera},
    url = {http://www.cc.gatech.edu/cpl/projects/orientation-aware/},
    year = {2012}
    }
  • M. Grundmann, V. Kwatra, Daniel Castro, and I. Essa (2012), “Calibration-Free Rolling Shutter Removal,” in IEEE Conference on Computational Photography (ICCP), 2012. (Best Paper Award) [PDF] [WEBSITE] [VIDEO] [DOI] [BIBTEX]
    @InProceedings{ 2012-Grundmann-CRSR,
    author  = {Matthias Grundmann and Vivek Kwatra and Daniel
    Castro and Irfan Essa},
    awards  = {(Best Paper Award)},
    booktitle  = {{IEEE Conference on Computational Photography
    (ICCP)}},
    doi = {10.1109/ICCPhot.2012.6215213},
    pdf = {http://www.cc.gatech.edu/~irfan/p/2012-Grundmann-CRSR.pdf},
    publisher  = {IEEE Computer Society},
    title = {Calibration-Free Rolling Shutter Removal},
    url = {http://www.cc.gatech.edu/cpl/projects/rollingshutter/},
    video = {http://www.youtube.com/watch?v=_Pr_fpbAok8},
    year = {2012}
    }
  • K. Kim, D. Lee, and I. Essa (2012), “Detecting Regions of Interest in Dynamic Scenes with Camera Motions,” in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012. [PDF] [WEBSITE] [VIDEO] [DOI] [BIBTEX]
    @InProceedings{ 2012-Kim-DRIDSWCM,
    author  = {Kihwan Kim and Dongreyol Lee and Irfan Essa},
    booktitle  = {{IEEE Conference on Computer Vision and Pattern
    Recognition (CVPR)}},
    doi = {10.1109/CVPR.2012.6247809},
    pdf = {http://www.cc.gatech.edu/~irfan/p/2012-Kim-DRIDSWCM.pdf},
    publisher  = {IEEE Computer Society},
    title = {Detecting Regions of Interest in Dynamic Scenes
    with Camera Motions},
    url = {http://www.cc.gatech.edu/cpl/projects/roi/},
    video = {http://www.youtube.com/watch?v=19BMwDMCSp8},
    year = {2012}
    }

2011

  • E. L. Sarin, K. Kim, I. Essa, and W. A. Cooper (2011), “3-Dimensional Visualization of the Operating Room Using Advanced Motion Capture: A Novel Paradigm to Expand Simulation-Based Surgical Education,” in Proceedings of Society of Thoracic Surgeons Annual Meeting, Society of Thoracic Surgeons, 2011. [BIBTEX]
    @InCollection{ 2011-Sarin-3VORUAMCNPESSE,
    author  = {E. L. Sarin and K. Kim and I. Essa and W. A.
    Cooper},
    booktitle  = {Proceedings of Society of Thoracic Surgeons Annual
    Meeting},
    month = {January},
    publisher  = {Society of Thoracic Surgeons},
    title = {3-Dimensional Visualization of the Operating Room
    Using Advanced Motion Capture: A Novel Paradigm to
    Expand Simulation-Based Surgical Education},
    type = {Poster and Video Presentation},
    year = {2011}
    }
  • K. Kim, S. Oh, J. Lee, and I. Essa (2011), “Augmenting aerial earth maps with dynamic information from videos,” Journal of Virtual Reality, Special Issue on Augmented Reality, vol. 15, iss. 2-3, pp. 1359-4338, 2011. [PDF] [WEBSITE] [VIDEO] [DOI] [BIBTEX]
    @Article{ 2011-Kim-AAEMWDIFV,
    author  = {K. Kim and S. Oh and J. Lee and I. Essa},
    doi = {10.1007/s10055-010-0186-2},
    journal  = {Journal of Virtual Reality, Special Issue on
    Augmented Reality},
    number  = {2-3},
    pages = {1359-4338},
    pdf = {http://www.cc.gatech.edu/~irfan/p/2011-Kim-AAEMWDIFV.pdf},
    title = {Augmenting aerial earth maps with dynamic
    information from videos},
    url = {http://www.cc.gatech.edu/cpl/projects/augearth},
    video = {http://www.youtube.com/watch?v=TPk88soc2qw},
    volume  = {15},
    year = {2011}
    }
  • E. Thomaz, T. Plötz, I. Essa, and G. Abowd (2011), “Interactive Techniques for Labeling Activities Of Daily Living to Assist Machine Learning,” in Proceedings of Workshop on Interactive Systems in Healthcare, 2011. [WEBSITE] [BIBTEX]
    @InProceedings{ 2011-Thomaz-ITLADLAML,
    author  = {E. Thomaz and T. Pl{\"o}tz and I. Essa and G.
    Abowd},
    booktitle  = {Proceedings of Workshop on Interactive Systems in
    Healthcare},
    month = {November},
    title = {Interactive Techniques for Labeling Activities Of
    Daily Living to Assist Machine Learning},
    url = {https://wish2011.wordpress.com/accepted-papers/},
    year = {2011}
    }
  • K. Kim, D. Lee, and I. Essa (2011), “Gaussian Process Regression Flow for Analysis of Motion Trajectories,” in IEEE International Conference on Computer Vision (ICCV), 2011. [PDF] [WEBSITE] [VIDEO] [BIBTEX]
    @InProceedings{ 2011-Kim-GPRFAMT,
    author  = {K. Kim and D. Lee and I. Essa},
    booktitle  = {{IEEE International Conference on Computer Vision
    (ICCV)}},
    month = {November},
    pdf = {http://www.cc.gatech.edu/~irfan/p/2011-Kim-GPRFAMT.pdf},
    publisher  = {IEEE Computer Society},
    title = {Gaussian Process Regression Flow for Analysis of
    Motion Trajectories},
    url = {http://www.cc.gatech.edu/cpl/projects/gprf/},
    video = {http://www.youtube.com/watch?v=UtLr37hDQz0},
    year = {2011}
    }
  • M. Grundmann, V. Kwatra, and I. Essa (2011), “Auto-Directed Video Stabilization with Robust L1 Optimal Camera Paths,” in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011. [PDF] [WEBSITE] [VIDEO] [DEMO] [DOI] [BIBTEX]
    @InProceedings{ 2011-Grundmann-AVSWROCP,
    author  = {M. Grundmann and V. Kwatra and I. Essa},
    booktitle  = {{IEEE Conference on Computer Vision and Pattern
    Recognition (CVPR)}},
    demo = {http://www.youtube.com/watch?v=0MiY-PNy-GU},
    doi = {10.1109/CVPR.2011.5995525},
    month = {June},
    pdf = {http://www.cc.gatech.edu/~irfan/p/2011-Grundmann-AVSWROCP.pdf},
    publisher  = {IEEE Computer Society},
    title = {Auto-Directed Video Stabilization with Robust L1
    Optimal Camera Paths},
    url = {http://www.cc.gatech.edu/cpl/projects/videostabilization/},
    video = {http://www.youtube.com/watch?v=i5keG1Y810U},
    year = {2011}
    }

2010

  • N. Diakopoulos and I. Essa (2010), “Modulating Video Credibility via Visualization of Quality Evaluations,” in WWW Workshop on Information Credibility on the Web (WICOW), 2010. [PDF] [DOI] [BIBTEX]
    @InProceedings{ 2010-Diakopoulos-MVCVQE,
    author  = {N. Diakopoulos and I. Essa},
    booktitle  = {{WWW Workshop on Information Credibility on the Web
    (WICOW)}},
    doi = {10.1145/1772938.1772953},
    month = {April},
    pdf = {http://www-static.cc.gatech.edu/~irfan/pubs/papers/2010-Diakopoulos-MVCVQE.pdf},
    title = {Modulating Video Credibility via Visualization of
    Quality Evaluations},
    year = {2010}
    }
  • R. Hamid, R. Kumar, M. Grundmann, K. Kim, I. Essa, and J. Hodgins (2010), “Player Localization Using Multiple Static Cameras for Sports Visualization,” in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2010. [PDF] [WEBSITE] [VIDEO] [DOI] [BIBTEX]
    @InProceedings{ 2010-Hamid-PLUMSCSV,
    author  = {R. Hamid and R. Kumar and M. Grundmann and K. Kim
    and I. Essa and J. Hodgins},
    booktitle  = {{IEEE Conference on Computer Vision and Pattern
    Recognition (CVPR)}},
    doi = {10.1109/CVPR.2010.5540142},
    month = {June},
    organization  = {IEEE Computer Society},
    pdf = {http://www.raffayhamid.com/hamid_cvpr2010.pdf},
    publisher  = {IEEE Computer Society Press},
    title = {Player Localization Using Multiple Static Cameras
    for Sports Visualization},
    url = {http://www.raffayhamid.com/sports_viz.shtml},
    video = {http://www.youtube.com/watch?v=VwzAMi9pUDQ},
    year = {2010}
    }
  • M. Grundmann, V. Kwatra, M. Han, and I. Essa (2010), “Efficient Hierarchical Graph-Based Video Segmentation,” in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2010. [PDF] [WEBSITE] [DOI] [BIBTEX]
    @InProceedings{ 2010-Grundmann-EHGVS,
    author  = {M. Grundmann and V. Kwatra and M. Han and I. Essa},
    booktitle  = {{IEEE Conference on Computer Vision and Pattern
    Recognition (CVPR)}},
    doi = {10.1109/CVPR.2010.5539893},
    month = {June},
    pdf = {http://www.cc.gatech.edu/cpl/projects/videosegmentation/cvpr2010_videosegmentation.pdf},
    title = {Efficient Hierarchical Graph-Based Video
    Segmentation},
    url = {http://www.cc.gatech.edu/cpl/projects/videosegmentation/},
    year = {2010}
    }
  • M. Grundmann, V. Kwatra, M. Han, and I. Essa (2010), “Discontinuous Seam-Carving for Video Retargeting,” in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2010. [PDF] [WEBSITE] [DOI] [BIBTEX]
    @InProceedings{ 2010-Grundmann-DSVR,
    author  = {M. Grundmann and V. Kwatra and M. Han and I. Essa},
    booktitle  = {{IEEE Conference on Computer Vision and Pattern
    Recognition (CVPR)}},
    doi = {10.1109/CVPR.2010.5540165},
    month = {June},
    pdf = {http://www.cc.gatech.edu/cpl/projects/videoretargeting/cvpr2010_videoretargeting.pdf},
    publisher  = {IEEE Computer Society},
    title = {Discontinuous Seam-Carving for Video Retargeting},
    url = {http://www.cc.gatech.edu/cpl/projects/videoretargeting/},
    year = {2010}
    }
  • K. Kim, M. Grundmann, A. Shamir, I. Matthews, J. Hodgins, and I. Essa (2010), “Motion Field to Predict Play Evolution in Dynamic Sport Scenes,” in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2010. [PDF] [VIDEO] [DOI] [BIBTEX]
    @InProceedings{ 2010-Kim-MFPPEDSS,
    author  = {K. Kim and M. Grundmann and A. Shamir and I.
    Matthews and J. Hodgins and I. Essa},
    booktitle  = {{IEEE Conference on Computer Vision and Pattern
    Recognition (CVPR)}},
    doi = {10.1109/CVPR.2010.5540128},
    month = {June},
    pdf = {http://www.cc.gatech.edu/cpl/projects/playevolution/cvpr2010-pe.pdf},
    title = {Motion Field to Predict Play Evolution in Dynamic
    Sport Scenes},
    video = {http://www.youtube.com/watch?v=jrksnCR1S0s},
    year = {2010}
    }

2009

  • R. B. Rusu, J. Bandouch, F. Meier, I. Essa, and M. Beetz (2009), “Human Action Recognition Using Global Point Feature Histograms and Action Shapes,” Advanced Robotics, vol. 23, iss. 14, pp. 1873-1908, 2009. [WEBSITE] [DOI] [BIBTEX]
    @Article{ 2009-Rusu-HARUGPFHAS,
    author  = {R.B. Rusu and J. Bandouch and F. Meier and I. Essa
    and M. Beetz},
    doi = {10.1163/016918609X12518783330243},
    journal  = {Advanced Robotics},
    number  = {14},
    pages = {1873-1908},
    title = {Human Action Recognition Using Global Point Feature
    Histograms and Action Shapes},
    url = {http://www.ingentaconnect.com/content/vsp/arb/2009/00000023/00000014/art00004},
    volume  = {23},
    year = {2009}
    }
  • K. Kim, S. Oh, J. Lee, and I. Essa (2009), “Augmenting Aerial Earth Maps with Dynamic Information,” in Proceedings of IEEE International Symposium on Mixed and Augmented Reality (ISMAR), 2009. [PDF] [WEBSITE] [VIDEO] [DOI] [BIBTEX]
    @InProceedings{ 2009-Kim-AAEMWDI,
    author  = {K. Kim and S. Oh and J. Lee and I. Essa},
    booktitle  = {Proceedings of IEEE International Symposium on
    Mixed and Augmented Reality (ISMAR)},
    doi = {10.1109/ISMAR.2009.5336505},
    month = {October},
    pdf = {http://www.cc.gatech.edu/~irfan/p/2009-Kim-AAEMWDI.pdf},
    title = {Augmenting Aerial Earth Maps with Dynamic
    Information},
    url = {http://www.cc.gatech.edu/cpl/projects/augearth/},
    video = {http://www.youtube.com/watch?v=TPk88soc2qw},
    year = {2009}
    }
  • P. Yin, T. Starner, H. Hamilton, I. Essa, and J. M. Rehg (2009), “Learning Basic Units in American Sign Language using Discriminative Segmental Feature Selection,” in IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2009, pp. 4757-4760. [BIBTEX]
    @InProceedings{ 2009-Yin-LBUASLUDSFS,
    author  = {P. Yin and T. Starner and H. Hamilton and I. Essa
    and J. M. Rehg},
    booktitle  = {{IEEE International Conference on Acoustics,
    Speech, and Signal Processing (ICASSP)}},
    month = {April},
    pages = {4757-4760},
    title = {Learning Basic Units in American Sign Language
    using Discriminative Segmental Feature Selection},
    year = {2009}
    }
  • M. Flagg, A. Nakazawa, Q. Zhang, S. B. Kang, Y. K. Ryu, I. Essa, and J. M. Rehg (2009), “Human Video Textures,” in Proceedings of the ACM Symposium on Interactive 3D Graphics and Games 2009 (I3D ’09), 2009, p. 199–206. [BIBTEX]
    @InProceedings{ 2009-Flagg-HVT,
    author  = {M. Flagg and A. Nakazawa and Q. Zhang and S. B.
    Kang and Y. K. Ryu and I. Essa and J. M. Rehg},
    booktitle  = {Proceedings of the ACM Symposium on Interactive 3D
    Graphics and Games 2009 (I3D '09)},
    month = {March},
    pages = {199--206},
    title = {Human Video Textures},
    year = {2009}
    }
  • N. Diakopoulos, S. Goldenberg, and I. Essa (2009), “Videolyzer: Quality Analysis of Online Informational Video for Bloggers and Journalists,” in ACM CHI Conference on Human factors in Computing Systems, 2009, pp. 799-808. [DOI] [BIBTEX]
    @InProceedings{ 2009-Diakopoulos-VQAOIVBJ,
    author  = {N. Diakopoulos and S. Goldenberg and I. Essa},
    booktitle  = {{ACM CHI Conference on Human factors in Computing
    Systems}},
    doi = {10.1145/1518701.1518824},
    month = {April},
    pages = {799-808},
    title = {Videolyzer: Quality Analysis of Online
    Informational Video for Bloggers and Journalists},
    year = {2009}
    }
  • N. Kwatra, C. Wojtan, M. Carlson, I. Essa, P. Mucha, and G. Turk (2009), “Fluid Simulation with Articulated Bodies,” IEEE Transactions on Visualization and Computer Graphics, 2009. [BIBTEX]
    @Article{ 2009-Kwatra-FSWAB,
    author  = {N. Kwatra and C. Wojtan and M. Carlson and I. Essa
    and P. Mucha and Greg Turk},
    journal  = {IEEE Transactions on Visualization and Computer
    Graphics},
    month = {June},
    title = {Fluid Simulation with Articulated Bodies},
    year = {2009}
    }
  • R. Hamid, S. Maddi, A. Johnson, A. Bobick, I. Essa, and C. Isbell (2009), “A Novel Sequence Representation for Unsupervised Analysis of Human Activities,” Artificial Intelligence Journal, 2009. [BIBTEX]
    @Article{ 2009-Hamid-NSRUAHA,
    author  = {R. Hamid and S. Maddi and A. Johnson and A. Bobick
    and I. Essa and C. Isbell},
    journal  = {Artificial Intelligence Journal},
    month = {May},
    title = {A Novel Sequence Representation for Unsupervised
    Analysis of Human Activities},
    year = {2009}
    }

2008

  • M. Grundmann, F. Meier, and I. Essa (2008), “3D Shape Context and Distance Transform for Action Recognition,” in Proceedings of International Conference on Pattern Recognition (ICPR), 2008, pp. 1-4. [BIBTEX]
    @InProceedings{ 2008-Grundmann-SCDTAR,
    author  = {M. Grundmann and F. Meier and I. Essa},
    booktitle  = {Proceedings of International Conference on Pattern
    Recognition (ICPR)},
    month = {December},
    pages = {1-4},
    title = {3D Shape Context and Distance Transform for Action
    Recognition},
    year = {2008}
    }
  • K. Kim, J. Summet, T. Starner, D. Ashbrook, M. Kapade, and I. Essa (2008), “Localization and 3D Reconstruction of Urban Scenes Using GPS,” in Proceedings of IEEE International Symposium on Wearable Computers (ISWC), 2008, p. 11–14. [BIBTEX]
    @InProceedings{ 2008-Kim-LRUSU,
    author  = {K. Kim and J. Summet and T. Starner and D. Ashbrook
    and M. Kapade and I. Essa},
    booktitle  = {Proceedings of IEEE International Symposium on
    Wearable Computers (ISWC)},
    month = {September},
    pages = {11--14},
    publisher  = {IEEE Computer Society},
    title = {Localization and 3D Reconstruction of Urban Scenes
    Using GPS},
    year = {2008}
    }
  • N. Diakopoulos and I. Essa (2008), “An Annotation Model for Making Sense of Information Quality in Online Videos,” in Proceedings of International Conference on the Pragmatic Web 2008, 2008, pp. 31-34. [BIBTEX]
    @InProceedings{ 2008-Diakopoulos-AMMSIQOV,
    author  = {N. Diakopoulos and I. Essa},
    booktitle  = {Proceedings of International Conference on the
    Pragmatic Web 2008},
    month = {September},
    pages = {31-34},
    title = {An Annotation Model for Making Sense of Information
    Quality in Online Videos},
    year = {2008}
    }
  • N. Diakopoulos, K. Luther, and I. Essa (2008), “Audio Puzzler: Piecing Together Time-Stamped Speech Transcripts with a Puzzle Game,” in ACM International Conference on Multimedia (ACM-MM), 2008. [DOI] [BIBTEX]
    @InProceedings{ 2008-Diakopoulos-APPTTSTWPG,
    author  = {N. Diakopoulos and K. Luther and I. Essa},
    booktitle  = {{ACM International Conference on Multimedia
    (ACM-MM)}},
    doi = {10.1145/1459359.1459507},
    month = {October},
    title = {Audio Puzzler: Piecing Together Time-Stamped Speech
    Transcripts with a Puzzle Game},
    year = {2008}
    }
  • P. Yin, I. Essa, T. Starner, and J. M. Rehg (2008), “Discriminative Feature Selection for Hidden Markov Models Using Segmental Boosting,” in IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Las Vegas, Nevada, USA, 2008. [BIBTEX]
    @InProceedings{ 2008-Yin-DFSHMMUSB,
    address  = {Las Vegas, Nevada, USA},
    author  = {P. Yin and I. Essa and T. Starner and J. M. Rehg},
    booktitle  = {{IEEE International Conference on Acoustics,
    Speech, and Signal Processing (ICASSP)}},
    month = {March},
    title = {Discriminative Feature Selection for Hidden Markov
    Models Using Segmental Boosting},
    year = {2008}
    }

2007

  • N. Diakopoulos, K. Luther, Y. Medynskiy, and I. Essa (2007), “The Evolution of Authorship in a Remix Society,” in ACM Conference on Hypertext and Hypermedia, Manchester, UK, 2007. [DOI] [BIBTEX]
    @InProceedings{ 2007-Diakopoulos-EARS,
    address  = {Manchester, UK},
    author  = {N. Diakopoulos and K. Luther and Y. Medynskiy and
    I. Essa},
    booktitle  = {{ACM Conference on Hypertext and Hypermedia}},
    doi = {10.1145/1286240.1286272},
    month = {September},
    publisher  = {ACM Press},
    title = {The Evolution of Authorship in a Remix Society},
    year = {2007}
    }
  • D. Minnen, I. Essa, C. Isbell, and T. Starner (2007), “Detecting Subdimensional Motifs: An Efficient Algorithm for Generalized Multivariate Pattern Discovery,” in IEEE International Conference on Data Mining (ICDM), 2007. [PDF] [DOI] [BIBTEX]
    @InProceedings{ 2007-Minnen-DSMEAGMPD,
    author  = {D. Minnen and I. Essa and C. Isbell and T.
    Starner},
    booktitle  = {{IEEE International Conference on Data Mining
    (ICDM)}},
    doi = {10.1109/ICDM.2007.52},
    month = {October},
    pdf = {http://www.cc.gatech.edu/~irfan/p/2007-Minnen-DSMEAGMPD.pdf},
    title = {Detecting Subdimensional Motifs: An Efficient
    Algorithm for Generalized Multivariate Pattern
    Discovery},
    year = {2007}
    }
  • D. Minnen, C. Isbell, I. Essa, and T. Starner (2007), “Discovering Multivariate Motifs using Subsequence DensityEstimation,” in American Association of Artificial Intelligence Conference (AAAI), 2007. [PDF] [WEBSITE] [BIBTEX]
    @InProceedings{ 2007-Minnen-DMMUSD,
    author  = {D. Minnen and C. Isbell and I. Essa and T.
    Starner},
    booktitle  = {{American Association of Artificial Intelligence
    Conference (AAAI)}},
    month = {April},
    organization  = {AAAI},
    pdf = {https://www.aaai.org/Papers/AAAI/2007/AAAI07-097.pdf},
    title = {Discovering Multivariate Motifs using Subsequence
    DensityEstimation},
    url = {http://www.aaai.org/Library/AAAI/2007/aaai07-097.php},
    year = {2007}
    }
  • D. Minnen, T. Starner, I. Essa, and C. Isbell (2007), “Improving Activity Disocvery with Automatic Neighborhood Estimation,” in Proceedings of International Joint Conference on Artificial Intelligence (IJCAI), 2007. [BIBTEX]
    @InProceedings{ 2007-Minnen-IADWANE,
    author  = {D. Minnen and T. Starner and I. Essa and C.
    Isbell},
    booktitle  = {Proceedings of International Joint Conference on
    Artificial Intelligence (IJCAI)},
    month = {January},
    title = {Improving Activity Disocvery with Automatic
    Neighborhood Estimation},
    year = {2007}
    }
  • D. Minnen, T. Starner, I. Essa, and C. Isbell (2007), “Discovering Variable-Length Motifs in Multivariate Data Streams using Bayesian Surprise,” in Proceedings of International Conference on Knowledge Discovery and Data Mining (KDDM), 2007. [BIBTEX]
    @InProceedings{ 2007-Minnen-DVMMDSUBS,
    author  = {D. Minnen and T. Starner and I. Essa and C.
    Isbell},
    booktitle  = {Proceedings of International Conference on
    Knowledge Discovery and Data Mining (KDDM)},
    month = {August},
    title = {Discovering Variable-Length Motifs in Multivariate
    Data Streams using Bayesian Surprise},
    year = {2007}
    }
  • N. Padoy, T. Blum, I. Essa, H. Feussner, M. O. Berger, and N. Navab (2007), “A Boosted Segmentation Method for Surgical Workflow Analysis,” in Proceedings of International Conference on Medical Imaging Computing and Computer Assisted Intervention, (MICCAI), Brisbane, Australia, 2007. [PDF] [DOI] [BIBTEX]
    @InProceedings{ 2007-Padoy-BSMSWA,
    address  = {Brisbane, Australia},
    author  = {N. Padoy and T. Blum and I. Essa and H. Feussner
    and M. O. Berger and N. Navab},
    booktitle  = {Proceedings of International Conference on Medical
    Imaging Computing and Computer Assisted
    Intervention, (MICCAI)},
    doi = {10.1007/978-3-540-75757-3_13},
    pdf = {http://www.cc.gatech.edu/~irfan/p/2007-Padoy-BSMSWA.pdf},
    publisher  = {Springer Lecture Notes in Computer Science (LNCS)
    series},
    title = {A Boosted Segmentation Method for Surgical Workflow
    Analysis},
    year = {2007}
    }
  • P. Yin, A. Criminisi, J. Winn, and I. Essa (2007), “Tree-based Classifiers for Bilayer Video Segmentation,” in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Minneapolis, MN, USA, 2007, p. pp 1–8. [BIBTEX]
    @InProceedings{ 2007-Yin-TCBVS,
    address  = {Minneapolis, MN, USA},
    author  = {P. Yin and A. Criminisi and J. Winn and I. Essa},
    booktitle  = {{IEEE Conference on Computer Vision and Pattern
    Recognition (CVPR)}},
    month = {June},
    pages = {pp 1--8},
    publisher  = {IEEE Computer Society},
    title = {Tree-based Classifiers for Bilayer Video
    Segmentation},
    year = {2007}
    }
  • R. Hamid, S. Maddi, A. Bobick, and I. Essa (2007), “Structure from Statistics – Unsupervised Activity Analysis using Suffix Trees,” in IEEE International Conference on Computer Vision (ICCV), 2007. [BIBTEX]
    @InProceedings{ 2007-Hamid-SFSUAAUST,
    author  = {R. Hamid and S. Maddi and A. Bobick and I. Essa},
    booktitle  = {{IEEE International Conference on Computer Vision
    (ICCV)}},
    month = {October},
    publisher  = {IEEE Computer Society Press},
    title = {Structure from Statistics - Unsupervised Activity
    Analysis using Suffix Trees},
    year = {2007}
    }
  • R. M. Parry and I. Essa (2007), “Incorporating Phase Information for Source Separation via Spectrogram Factorization,” in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Honolulu, Hawaii, 2007. [BIBTEX]
    @InProceedings{ 2007-Parry-IPISSSF,
    address  = {Honolulu, Hawaii},
    author  = {R. M. Parry and I. Essa},
    booktitle  = {Proceedings of IEEE International Conference on
    Acoustics, Speech, and Signal Processing (ICASSP)},
    month = {April},
    title = {Incorporating Phase Information for Source
    Separation via Spectrogram Factorization},
    year = {2007}
    }
  • R. M. Parry and I. Essa (2007), “Phase-Aware Non-negative Spectrogram Factorization,” in Proceedings of International Conference on Independent Component Analysis and Blind Signal Separation, London, 2007. [BIBTEX]
    @InProceedings{ 2007-Parry-PNSF,
    address  = {London},
    author  = {R. M. Parry and I. Essa},
    booktitle  = {Proceedings of International Conference on
    Independent Component Analysis and Blind Signal
    Separation},
    month = {September},
    title = {Phase-Aware Non-negative Spectrogram
    Factorization},
    year = {2007}
    }
  • W. Rogers, I. Essa, and A. Fisk (2007), “Designing a Technology Coach,” Ergonomics in Design, Journal of the Human Factors and Ergonomics Society, vol. 15, iss. 3, p. 17–23, 2007. [PDF] [DOI] [BIBTEX]
    @Article{ 2007-Rogers-DTC,
    author  = {W. Rogers and I. Essa and A. Fisk},
    doi = {http://dx.doi.org/10.1177%2F106480460701500303},
    journal  = {Ergonomics in Design, Journal of the Human Factors
    and Ergonomics Society},
    month = {July},
    number  = {3},
    pages = {17--23},
    pdf = {http://www.cc.gatech.edu/~irfan/p/2007-Rogers-DTC.pdf},
    title = {Designing a Technology Coach},
    volume  = {15},
    year = {2007}
    }

2006

  • J. Choi, A. Szymczak, G. Turk, and I. Essa (2006), “Element-Free Elastic Models for Volume Fitting and Capture,” in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2006, p. 2245–2252. [BIBTEX]
    @InProceedings{ 2006-Choi-EEMVFC,
    author  = {J. Choi and A. Szymczak and G. Turk and I. Essa},
    booktitle  = {{IEEE Conference on Computer Vision and Pattern
    Recognition (CVPR)}},
    pages = {2245--2252},
    title = {Element-Free Elastic Models for Volume Fitting and
    Capture},
    volume  = {2},
    year = {2006}
    }
  • Y. Shi, A. Bobick, and I. Essa (2006), “Learning Temporal Sequence Model from Partially Labeled Data,” in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2006, pp. 1631-1638. [BIBTEX]
    @InProceedings{ 2006-Shi-LTSMFPLD,
    author  = {Y. Shi and A. Bobick and I. Essa},
    booktitle  = {{IEEE Conference on Computer Vision and Pattern
    Recognition (CVPR)}},
    month = {June},
    pages = {1631 - 1638},
    publisher  = {IEEE Computer Society},
    title = {Learning Temporal Sequence Model from Partially
    Labeled Data},
    year = {2006}
    }
  • R. Hamid, S. Maddi, A. Bobick, and I. Essa (2006), “Unsupervised Analysis of Activity Sequences Using Event Motifs,” in Proceedings of ACM International Workshop on Video Surveillance and Sensor Networks (IWVSSN), 2006. [BIBTEX]
    @InProceedings{ 2006-Hamid-UAASUEM,
    author  = {R. Hamid and S. Maddi and A. Bobick and I. Essa},
    booktitle  = {{Proceedings of ACM International Workshop on Video
    Surveillance and Sensor Networks (IWVSSN)}},
    organization  = {ACM},
    title = {Unsupervised Analysis of Activity Sequences Using
    Event Motifs},
    year = {2006}
    }
  • N. Diakopoulos and I. Essa (2006), “Videotater: An Approach for Pen-Based Digital Video Segmentation and Tagging,” in ACM Symposium on User Interface Software and Technology (UIST), 2006. [DOI] [BIBTEX]
    @InProceedings{ 2006-Diakopoulos-VAPDVST,
    author  = {N. Diakopoulos and I. Essa},
    booktitle  = {{ACM Symposium on User Interface Software and
    Technology (UIST)}},
    doi = {10.1145/1166253.1166287},
    month = {October},
    title = {Videotater: An Approach for Pen-Based Digital Video
    Segmentation and Tagging},
    year = {2006}
    }
  • R. M. Parry and I. Essa (2006), “Source Detection Using Repetitive Structure,” in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Toulouse, France, 2006, p. 1093–1096. [BIBTEX]
    @InProceedings{ 2006-Parry-SDURS,
    address  = {Toulouse, France},
    author  = {R. M. Parry and I. Essa},
    booktitle  = {Proceedings of IEEE International Conference on
    Acoustics, Speech, and Signal Processing (ICASSP)},
    month = {May},
    pages = {1093--1096},
    title = {Source Detection Using Repetitive Structure},
    volume  = {4},
    year = {2006}
    }
  • R. M. Parry and I. Essa (2006), “Estimating the Spatial Position of Spectral Components in Audio,” in Proceedings of International Conference on Independent Component Analysis and Blind Signal Separation, Charleston, SC, 2006, p. 666–673. [BIBTEX]
    @InProceedings{ 2006-Parry-ESPSCA,
    address  = {Charleston, SC},
    author  = {R. M. Parry and I. Essa},
    booktitle  = {Proceedings of International Conference on
    Independent Component Analysis and Blind Signal
    Separation},
    month = {March},
    pages = {666--673},
    publisher  = {Springer},
    series  = {Lecture Notes in Computer Science (LNCS)},
    title = {Estimating the Spatial Position of Spectral
    Components in Audio},
    year = {2006}
    }
  • R. M. Parry and I. Essa (2006), “Spectrogram Factorization Using Phase Information,” in Proceedings of Neural Information Processing Systems: Workshop on Advances in Models for Acoustic Processing, Whistler, Canada, 2006. [BIBTEX]
    @InProceedings{ 2006-Parry-SFUPI,
    address  = {Whistler, Canada},
    author  = {R. M. Parry and I. Essa},
    booktitle  = {Proceedings of Neural Information Processing
    Systems: Workshop on Advances in Models for Acoustic
    Processing},
    month = {December},
    title = {Spectrogram Factorization Using Phase Information},
    year = {2006}
    }
  • K. Kim, I. Essa, and G. Abowd (2006), “Interactive Mosaic Generation for Video Navigation,” in ACM International Conference on Multimedia (ACM-MM), Santa Barbara,CA,USA, 2006. [DOI] [BIBTEX]
    @InProceedings{ 2006-Kim-IMGVN,
    address  = {Santa Barbara,CA,USA},
    author  = {K. Kim and I. Essa and G. Abowd},
    booktitle  = {{ACM International Conference on Multimedia
    (ACM-MM)}},
    doi = {10.1145/1180639.1180776},
    month = {October},
    title = {Interactive Mosaic Generation for Video
    Navigation},
    year = {2006}
    }
  • D. Minnen, T. Starner, I. Essa, and C. Isbell (2006), “Discovering Characteristic Actions from On-Body Sensor Data,” in Proceedings of IEEE International Symposium on Wearable Computers (ISWC), 2006, pp. 11-18. [PDF] [DOI] [BIBTEX]
    @InProceedings{ 2006-Minnen-DCAFOSD,
    author  = {D. Minnen and T. Starner and I. Essa and C.
    Isbell},
    booktitle  = {Proceedings of IEEE International Symposium on
    Wearable Computers (ISWC)},
    doi = {http://dx.doi.org/10.1109/ISWC.2006.286337},
    month = {October},
    organization  = {IEEE Computer Society},
    pages = {11-18},
    pdf = {http://www.cc.gatech.edu/~irfan/p/2006-Minnen-DCAFOSD.pdf},
    publisher  = {IEEE Computer Society Press},
    title = {Discovering Characteristic Actions from On-Body
    Sensor Data},
    year = {2006}
    }
  • D. Minnen, T. Starner, I. Essa, and C. Isbell (2006), “Activity Discovery: Sparse Motifs from Multivariate Time Series,” in Proceedings of The Learning Workshop at Snowbird, 2006. [BIBTEX]
    @InProceedings{ 2006-Minnen-ADSMFMTS,
    author  = {D. Minnen and T. Starner and I. Essa and C.
    Isbell},
    booktitle  = {Proceedings of The Learning Workshop at Snowbird},
    month = {April},
    read = {1},
    title = {Activity Discovery: Sparse Motifs from Multivariate
    Time Series},
    year = {2006}
    }

2005

  • Y. Angelov, U. Ramachandran, K. Mackenzie, J. M. Rehg, and I. Essa (2005), “Experiences with optimizing two stream-based applications for cluster execution.,” Journal of Parallel and Distributed Computing, vol. 65, iss. 6, pp. 678-691, 2005. [BIBTEX]
    @Article{ 2005-Angelov-EWOSACE,
    author  = {Y. Angelov and U. Ramachandran and K. Mackenzie and
    J. M. Rehg and I. Essa},
    journal  = {Journal of Parallel and Distributed Computing},
    number  = {6},
    pages = {678-691},
    title = {Experiences with optimizing two stream-based
    applications for cluster execution.},
    volume  = {65},
    year = {2005}
    }
  • N. Diakopoulos and I. Essa (2005), “Mediating Photo Collage Authoring,” in ACM Symposium on User Interface Software and Technology (UIST), Seattle, 2005, pp. 183-186. [DOI] [BIBTEX]
    @InProceedings{ 2005-Diakopoulos-MPCA,
    address  = {Seattle},
    author  = {N. Diakopoulos and I. Essa},
    booktitle  = {{ACM Symposium on User Interface Software and
    Technology (UIST)}},
    doi = {10.1145/1095034.1095065},
    month = {October},
    pages = {183 - 186},
    title = {Mediating Photo Collage Authoring},
    year = {2005}
    }
  • N. Diakopoulos and I. Essa (2005), “Supporting Personal Media Authoring,” in Proceedings of the Workshop on Multimedia for Human Communication (MHC) at ACM Multimedia, Singapore, 2005, pp. 21-23. [BIBTEX]
    @InProceedings{ 2005-Diakopoulos-SPMA,
    address  = {Singapore},
    author  = {N. Diakopoulos and I. Essa},
    booktitle  = {Proceedings of the Workshop on Multimedia for Human
    Communication (MHC) at ACM Multimedia},
    month = {November},
    pages = {21 - 23},
    title = {Supporting Personal Media Authoring},
    year = {2005}
    }
  • R. Hamid, S. Maddi, A. Johnson, A. Bobick, I. Essa, and C. Isbell (2005), “Discovery and Characterization of Activities from Event-Streams,” in Uncertainty in Artificial Intelligence (UAI), Edinburgh, SCOTLAND, 2005, pp. 251-258. [BIBTEX]
    @InProceedings{ 2005-Hamid-DCAFE,
    address  = {Edinburgh, SCOTLAND},
    author  = {R. Hamid and S. Maddi and A. Johnson and A. Bobick
    and I. Essa and C. Isbell},
    booktitle  = {{Uncertainty in Artificial Intelligence (UAI)}},
    month = {July},
    pages = {251-258},
    title = {Discovery and Characterization of Activities from
    Event-Streams},
    year = {2005}
    }
  • R. Hamid, S. Maddi, A. Johnson, A. Bobick, I. Essa, and C. Isbell. (2005), “Unsupervised Activity Discovery and Characterization From Event-Streams,” in Proceedings of The Learning Workshop at Snowbird, Snowbird, Utah, 2005. [BIBTEX]
    @InProceedings{ 2005-Hamid-UADCFE,
    address  = {Snowbird, Utah},
    author  = {R. Hamid and S. Maddi and A. Johnson and A. Bobick
    and I. Essa and C. Isbell.},
    booktitle  = {Proceedings of The Learning Workshop at Snowbird},
    title = {Unsupervised Activity Discovery and
    Characterization From Event-Streams},
    year = {2005}
    }
  • Y. Huang and I. Essa (2005), “Tracking Multiple Objects Through Occlusions,” in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), San Diego, CA, USA, 2005, p. 1051–1058. [BIBTEX]
    @InProceedings{ 2005-Huang-TMOTO,
    address  = {San Diego, CA, USA},
    author  = {Y. Huang and I. Essa},
    booktitle  = {{IEEE Conference on Computer Vision and Pattern
    Recognition (CVPR)}},
    month = {June},
    pages = {1051--1058},
    publisher  = {IEEE Computer Society},
    title = {Tracking Multiple Objects Through Occlusions},
    year = {2005}
    }
  • R. M. Parry and I. Essa (2005), “Blind Source Separation Using Repetitive Structure,” in Proceedings of International Conference on Digital Audio Effects, Madrid, 2005, p. 143–148. [BIBTEX]
    @InProceedings{ 2005-Parry-BSSURS,
    address  = {Madrid},
    author  = {R. M. Parry and I. Essa},
    booktitle  = {Proceedings of International Conference on Digital
    Audio Effects},
    month = {September},
    pages = {143--148},
    title = {Blind Source Separation Using Repetitive
    Structure},
    year = {2005}
    }
  • V. Kwatra, I. Essa, A. Bobick, and N. Kwatra (2005), “Texture Optimization for Example-based Synthesis,” ACM SIGGRAPH Proceedings of Annual Conference on Computer graphics and interactive techniques, vol. 24, iss. 3, p. 795–802, 2005. [BIBTEX]
    @Article{ 2005-Kwatra-TOES,
    author  = {V. Kwatra and I. Essa and A. Bobick and N. Kwatra},
    journal  = {{ACM SIGGRAPH Proceedings of Annual Conference on
    Computer graphics and interactive techniques}},
    month = {August},
    number  = {3},
    pages = {795--802},
    title = {Texture Optimization for Example-based Synthesis},
    volume  = {24},
    year = {2005}
    }
  • B. Kim and I. Essa (2005), “Video-based nonphotorealistic and expressive illustration of motion,” in Proceedings of Computer Graphics International (CGI), 2005, pp. 32-35. [BIBTEX]
    @InProceedings{ 2005-Kim-VNEIM,
    author  = {B. Kim and I. Essa},
    booktitle  = {Proceedings of Computer Graphics International
    (CGI)},
    pages = {32 - 35},
    publisher  = {IEEE Computer Society Press},
    title = {Video-based nonphotorealistic and expressive
    illustration of motion},
    year = {2005}
    }

2004

  • N. Diakopoulos, I. Essa, and R. Jain (2004), “Content Based Image Synthesis.,” in Proceedings of Conference on Content-Based Image and Video Retrieval (CIVR), 2004, pp. 299-307. [BIBTEX]
    @InProceedings{ 2004-Diakopoulos-CBIS,
    author  = {N. Diakopoulos and I. Essa and R. Jain},
    booktitle  = {Proceedings of Conference on Content-Based Image
    and Video Retrieval (CIVR)},
    pages = {299-307},
    title = {Content Based Image Synthesis.},
    year = {2004}
    }
  • Y. Shi, Y. Huang, D. Minnen, A. Bobick, and I. Essa (2004), “Propagation Networks for recognition of partially ordered sequential action,” in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Washington, DC, 2004, pp. 862-869. [BIBTEX]
    @InProceedings{ 2004-Shi-PNRPOSA,
    address  = {Washington, DC},
    author  = {Y. Shi and Y. Huang and D. Minnen and A. Bobick and
    I. Essa},
    booktitle  = {{IEEE Conference on Computer Vision and Pattern
    Recognition (CVPR)}},
    pages = {862-869},
    publisher  = {IEEE Computer Society},
    title = {Propagation Networks for recognition of partially
    ordered sequential action},
    year = {2004}
    }
  • P. Yin, I. Essa, and J. M. Rehg (2004), “Asymmetrically Boosted HMM for Speech Reading,” in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Washington DC, USA, 2004, p. pp II755-761. [BIBTEX]
    @InProceedings{ 2004-Yin-ABSR,
    address  = {Washington DC, USA},
    author  = {P. Yin and I. Essa and J. M. Rehg},
    booktitle  = {{IEEE Conference on Computer Vision and Pattern
    Recognition (CVPR)}},
    month = {June},
    pages = {pp II755-761},
    publisher  = {IEEE Computer Society},
    title = {Asymmetrically Boosted HMM for Speech Reading},
    year = {2004}
    }
  • G. J. Brostow, I. Essa, D. Steedly, and V. Kwatra (2004), “Novel Skeletal Representation For Articulated Creatures,” in Proceedings of European Conference on Computer Vision (ECCV), 2004, p. Vol III: 66-78. [BIBTEX]
    @InProceedings{ 2004-Brostow-NSRAC,
    author  = {G. J. Brostow and I. Essa and D. Steedly and V.
    Kwatra},
    booktitle  = {Proceedings of European Conference on Computer
    Vision (ECCV)},
    pages = {Vol III: 66-78},
    title = {Novel Skeletal Representation For Articulated
    Creatures},
    year = {2004}
    }
  • M. J. Covington, M. Ahamad, I. Essa, and H. Venkateswaran (2004), “Parameterized Authentication.,” in Proceedings of European Symposium on Research in Computer Security (ESORICS), 2004, p. 276–292. [BIBTEX]
    @InProceedings{ 2004-Covington-PA,
    author  = {M. J. Covington and M. Ahamad and I. Essa and H.
    Venkateswaran},
    booktitle  = {Proceedings of European Symposium on Research in
    Computer Security (ESORICS)},
    pages = {276--292},
    title = {Parameterized Authentication.},
    year = {2004}
    }
  • J. Hays and I. Essa (2004), “Image and video based painterly animation,” in ACM Conference on Non-Photorealistic Animation and Rendering (NPAR), New York, NY, USA, 2004, p. 113–120. [PDF] [WEBSITE] [DOI] [BIBTEX]
    @InProceedings{ 2004-Hays-IVBPA,
    address  = {New York, NY, USA},
    author  = {J. Hays and I. Essa},
    booktitle  = {{ACM Conference on Non-Photorealistic Animation and
    Rendering (NPAR)}},
    doi = {10.1145/987657.987676},
    month = {June},
    pages = {113--120},
    pdf = {https://www.cc.gatech.edu/cpl/projects/artstyling/IVBPA_final.pdf},
    publisher  = {ACM Press},
    read = {1},
    title = {Image and video based painterly animation},
    url = {http://www-static.cc.gatech.edu/gvu/perception/projects/artstyling/},
    year = {2004}
    }
  • R. M. Parry and I. Essa (2004), “Feature Weighting for Segmentation,” in Proceedings of International Conference on Music Information Retrieval, Barcelona, 2004, p. 116–119. [BIBTEX]
    @InProceedings{ 2004-Parry-FWS,
    address  = {Barcelona},
    author  = {R. M. Parry and I. Essa},
    booktitle  = {Proceedings of International Conference on Music
    Information Retrieval},
    month = {October},
    pages = {116--119},
    title = {Feature Weighting for Segmentation},
    year = {2004}
    }

2003

  • D. Steedly, I. Essa, and F. Dellaert (2003), “Spectral Partitioning for Structure from Motion,” in IEEE International Conference on Computer Vision (ICCV), Nice, France, 2003, p. 996–1003. [BIBTEX]
    @InProceedings{ 2003-Steedly-SPSFM,
    address  = {Nice, France},
    author  = {D. Steedly and I. Essa and F. Dellaert},
    booktitle  = {{IEEE International Conference on Computer Vision
    (ICCV)}},
    pages = {996--1003},
    publisher  = {IEEE Computer Society},
    title = {Spectral Partitioning for Structure from Motion},
    year = {2003}
    }
  • J. Xu, R. Lipton, I. Essa, M. Sung, and Y. Zhu (2003), “Mandatory Human Participation: A New Authentication Scheme for Building Secure Systems,” in Proceedings of International Conference on Computer Communications and Networks, Dallas, Texas, USA, 2003. [BIBTEX]
    @InProceedings{ 2003-Xu-MHPASBSS,
    address  = {Dallas, Texas, USA},
    author  = {J. Xu and R. Lipton and I. Essa and M. Sung and Y.
    Zhu},
    booktitle  = {Proceedings of International Conference on Computer
    Communications and Networks},
    title = {Mandatory Human Participation: A New Authentication
    Scheme for Building Secure Systems},
    year = {2003}
    }
  • P. Yin, I. Essa, and J. M. Rehg (2003), “Boosted Audio-Visual HMM for Speech Reading,” in International Workshop on Analysis and Modeling of Faces and Gestures (AMFG), Nice, France, 2003, p. 68–73. [BIBTEX]
    @InProceedings{ 2003-Yin-BASR,
    address  = {Nice, France},
    author  = {P. Yin and I. Essa and J. M. Rehg},
    booktitle  = {{International Workshop on Analysis and Modeling of
    Faces and Gestures (AMFG)}},
    month = {October},
    pages = {68--73},
    series  = {held in conjunction with IEEE ICCV 2003},
    title = {Boosted Audio-Visual HMM for Speech Reading},
    year = {2003}
    }
  • P. Yin, I. Essa, and J. M. Rehg (2003), “Boosted Audio-Visual HMM for Speech Reading,” in Asilomar Conference on Signals, Systems, and Computers, Asilomar, CA, USA, 2003, pp. 2013-2018. [BIBTEX]
    @InProceedings{ 2003-Yin-BASR-asilomar,
    address  = {Asilomar, CA, USA},
    author  = {P. Yin and I. Essa and J. M. Rehg},
    booktitle  = {{Asilomar Conference on Signals, Systems, and
    Computers}},
    month = {November},
    pages = {2013-2018},
    title = {Boosted Audio-Visual HMM for Speech Reading},
    year = {2003}
    }
  • R. Hamid, Y. Huang, and I. Essa (2003), “ARGMode – Activity Recognition using Graphical Models,” in Proceedings of IEEE Workshop on Event Mining, Event Detection, and Recognition in Video, Madison, WI, 2003, p. 38–44. [BIBTEX]
    @InProceedings{ 2003-Hamid-AARUGM,
    address  = {Madison, WI},
    author  = {R. Hamid and Y. Huang and I. Essa},
    booktitle  = {Proceedings of IEEE Workshop on Event Mining, Event
    Detection, and Recognition in Video},
    pages = {38--44},
    publisher  = {IEEE Computer Society},
    title = {ARGMode - Activity Recognition using Graphical
    Models},
    volume  = {4},
    year = {2003}
    }
  • A. Haro and I. Essa (2003), “Exemplar Based Surface Texture,” in Proceedings of Conference on Vision, Modeling, and Visualization, Munich, Germany, 2003, p. 95–101. [BIBTEX]
    @InProceedings{ 2003-Haro-EBST,
    address  = {Munich, Germany},
    author  = {A. Haro and I. Essa},
    booktitle  = {Proceedings of Conference on Vision, Modeling, and
    Visualization},
    editor  = {T Ertl. and B. Girod and G. Greiner and H. Niemann
    and H.-P. Seidel and E. Steinbach and R.
    Westermann},
    organization  = {Computer Graphics \& Visualization Group and the
    Media Technology Group of Technische Universitat
    Munchen},
    pages = {95--101},
    publisher  = {Akademische Verlagsgesellschaft Aka GmbH, Berlin},
    title = {Exemplar Based Surface Texture},
    year = {2003}
    }
  • R. Ruddarraju, A. Haro, and I. Essa (2003), “Fast Multiple Camera Head Pose Tracking,” in Proceedings of International Conference on Vision Interface (VI), Halifax, Canada, 2003. [BIBTEX]
    @InProceedings{ 2003-Ruddarraju-FMCHPT,
    address  = {Halifax, Canada},
    author  = {R. Ruddarraju and A. Haro and I. Essa},
    booktitle  = {Proceedings of International Conference on Vision
    Interface (VI)},
    title = {Fast Multiple Camera Head Pose Tracking},
    year = {2003}
    }
  • R. Ruddarraju, A. Haro, K. Nagel, Q. Tran, I. Essa, G. Abowd, and E. Mynatt (2003), “Perceptual User Interfaces using Vision-Based Eye Tracking,” in International Conference on Multimodal Interfaces (ICMI), Vancouver, Canada, 2003. [BIBTEX]
    @InProceedings{ 2003-Ruddarraju-PUIUVT,
    address  = {Vancouver, Canada},
    author  = {R. Ruddarraju and A. Haro and K. Nagel and Q. Tran
    and I. Essa and G. Abowd and E. Mynatt},
    booktitle  = {{International Conference on Multimodal Interfaces
    (ICMI)}},
    title = {Perceptual User Interfaces using Vision-Based Eye
    Tracking},
    year = {2003}
    }
  • R. M. Parry and I. Essa (2003), “Rhythmic Similarity through Elaboration,” in Proceedings of International Conference on Music Information Retrieval, Baltimore, MD, 2003, p. 251–252. [BIBTEX]
    @InProceedings{ 2003-Parry-RSTE,
    address  = {Baltimore, MD},
    author  = {R. M. Parry and I. Essa},
    booktitle  = {Proceedings of International Conference on Music
    Information Retrieval},
    month = {October},
    pages = {251--252},
    title = {Rhythmic Similarity through Elaboration},
    year = {2003}
    }
  • V. Kwatra, A. Schödl, I. Essa, G. Turk, and A. Bobick (2003), “Graphcut Textures: Image and Video Synthesis Using Graph Cuts,” ACM SIGGRAPH Proceedings of Annual Conference on Computer graphics and interactive techniques, vol. 22, iss. 3, p. 277–286, 2003. [BIBTEX]
    @Article{ 2003-Kwatra-GTIVSUGC,
    author  = {V. Kwatra and A. Sch{\"o}dl and I. Essa and G. Turk
    and A. Bobick},
    journal  = {{ACM SIGGRAPH Proceedings of Annual Conference on
    Computer graphics and interactive techniques}},
    month = {July},
    number  = {3},
    pages = {277--286},
    title = {Graphcut Textures: Image and Video Synthesis Using
    Graph Cuts},
    volume  = {22},
    year = {2003}
    }
  • D. Minnen, I. Essa, and T. Starner (2003), “Expectation Grammars: Leveraging High-Level Expectations for Activity Recognition,” in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2003, pp. 626-632. [BIBTEX]
    @InProceedings{ 2003-Minnen-EGLHEAR,
    author  = {D. Minnen and I. Essa and T. Starner},
    booktitle  = {{IEEE Conference on Computer Vision and Pattern
    Recognition (CVPR)}},
    month = {June},
    pages = {626-632},
    title = {Expectation Grammars: Leveraging High-Level
    Expectations for Activity Recognition},
    year = {2003}
    }

2002

  • A. Schödl and I. Essa (2002), “Controlled Animation of Video Sprites,” in ACM/Eurographics Symposium on Computer Animation (SCA), San Antonio, TX, USA, 2002. [PDF] [WEBSITE] [VIDEO] [DOI] [BIBTEX]
    @InProceedings{ 2002-Schodl-CAVS,
    address  = {San Antonio, TX, USA},
    author  = {A. Sch{\"o}dl and I. Essa},
    booktitle  = {{ACM/Eurographics Symposium on Computer Animation
    (SCA)}},
    doi = {10.1145/545261.545281},
    month = {August},
    organization  = {ACM SIGGRAPH},
    pdf = {http://www-static.cc.gatech.edu/~irfan/p/2002-Schodl-CAVS.pdf},
    publisher  = {ACM Press},
    title = {Controlled Animation of Video Sprites},
    url = {http://www-static.cc.gatech.edu/gvu/perception/projects/videotexture/SCA02/index.html},
    video = {https://youtu.be/leUYjtA-MUs},
    year = {2002}
    }
  • G. Abowd, A. Bobick, I. Essa, E. Mynatt, and W. Rogers (2002), “The Aware Home: Developing Technologies for Successful Aging,” in AAAI Workshop on Automation as a Care Giver, Edmonton, Alberta, Canada, 2002. [PDF] [WEBSITE] [BIBTEX]
    @InProceedings{ 2002-Abowd-AHDTSA,
    address  = {Edmonton, Alberta, Canada},
    author  = {G. Abowd and A. Bobick and I. Essa and E. Mynatt
    and W. Rogers},
    booktitle  = {{AAAI Workshop on Automation as a Care Giver}},
    month = {August},
    organization  = {AAAI},
    pdf = {https://www.aaai.org/Papers/Workshops/2002/WS-02-02/WS02-02-001.pdf},
    series  = {Held in conjunction with American Association of
    Artificial Intelligence (AAAI) Conference 2002},
    title = {The Aware Home: Developing Technologies for
    Successful Aging},
    url = {https://www.aaai.org/Library/Workshops/2002/ws02-02-001.php},
    year = {2002}
    }
  • I. Essa, G. Abowd, A. Bobick, E. Mynatt, and W. Rogers (2002), “Building and Aware Home: Technologies for the way we may live,” in Proceedings of First International Workshop on Man-Machine Symbiosis, Kyoto, Japan, 2002. [BIBTEX]
    @InProceedings{ 2002-Essa-BAHTL,
    address  = {Kyoto, Japan},
    author  = {I. Essa and G. Abowd and A. Bobick and E. Mynatt
    and W. Rogers},
    booktitle  = {Proceedings of First International Workshop on
    Man-Machine Symbiosis},
    title = {Building and Aware Home: Technologies for the way
    we may live},
    year = {2002}
    }
  • A. Haro and I. Essa (2002), “Learning Video Processing by Example,” in Proceedings of International Conference on Pattern Recognition (ICPR), Quebec, Canada, 2002, p. 487–491. [BIBTEX]
    @InProceedings{ 2002-Haro-LVPE,
    address  = {Quebec, Canada},
    author  = {A. Haro and I. Essa},
    booktitle  = {Proceedings of International Conference on Pattern
    Recognition (ICPR)},
    editor  = {R. Kasturi and D. Laurendeau and C. Suen},
    organization  = {CIPPRS and IAPR and IEEE},
    pages = {487--491},
    title = {Learning Video Processing by Example},
    volume  = {1},
    year = {2002}
    }
  • D. Moore and I. Essa (2002), “Recognizing Multitasked Activities from Video using Recognizing Multitasked Activities from Video using Stochastic Context-Free Grammar,” in American Association of Artificial Intelligence Conference (AAAI), Edmonton, Alberta, Canada, 2002. [BIBTEX]
    @InProceedings{ 2002-Moore-RMAFVURMAFVUSCG,
    address  = {Edmonton, Alberta, Canada},
    author  = {D. Moore and I. Essa},
    booktitle  = {{American Association of Artificial Intelligence
    Conference (AAAI)}},
    organization  = {AAAI},
    title = {Recognizing Multitasked Activities from Video using
    Recognizing Multitasked Activities from Video using
    Stochastic Context-Free Grammar},
    year = {2002}
    }

2001

  • D. Steedly and I. Essa (2001), “Propagation of Innovative Information in Non-Linear Least-Squares Structure from Motion,” in IEEE International Conference on Computer Vision (ICCV), Vancouver, Canada, 2001, p. 223–229. [BIBTEX]
    @InProceedings{ 2001-Steedly-PIINLSFM,
    address  = {Vancouver, Canada},
    author  = {D. Steedly and I. Essa},
    booktitle  = {{IEEE International Conference on Computer Vision
    (ICCV)}},
    pages = {223--229},
    title = {Propagation of Innovative Information in
    {Non-Linear} {Least-Squares} Structure from Motion},
    volume  = {2},
    year = {2001}
    }
  • S. Stillman and I. Essa (2001), “Towards Reliable Multimodal Sensing in Aware Environments,” in Workshop on Perceptual User Interfaces (PUI), 2001. [BIBTEX]
    @InProceedings{ 2001-Stillman-TRMSAE,
    author  = {S. Stillman and I. Essa},
    booktitle  = {{Workshop on Perceptual User Interfaces (PUI)}},
    publisher  = {ACM Press},
    title = {Towards Reliable Multimodal Sensing in Aware
    Environments},
    year = {2001}
    }
  • G. J. Brostow and I. Essa (2001), “Image-Based Motion Blur for Stop Motion Animation,” in ACM SIGGRAPH Proceedings of Annual Conference on Computer graphics and interactive techniques, 2001, p. 561–566. [WEBSITE] [VIDEO] [DOI] [BIBTEX]
    @InProceedings{ 2001-Brostow-IMBSMA,
    author  = {G. J. Brostow and I. Essa},
    booktitle  = {{ACM SIGGRAPH Proceedings of Annual Conference on
    Computer graphics and interactive techniques}},
    doi = {10.1145/383259.383325},
    editor  = {Eugene Fiume},
    month = {July},
    organization  = {ACM},
    pages = {561--566},
    publisher  = {ACM Press / ACM SIGGRAPH},
    series  = {Computer Graphics Proceedings, Annual Conference
    Series},
    title = {Image-Based Motion Blur for Stop Motion Animation},
    url = {http://www-static.cc.gatech.edu/gvu/perception/projects/blur/index.html},
    video = {https://youtu.be/4CHS7H4pMlM},
    year = {2001}
    }
  • A. Haro, B. Guenter, and I. Essa (2001), “Real-time, Photo-realistic, Physically Based Rendering of Fine Scale Human Skin Structure,” in Proceedings of Eurographics Workshop on Rendering (ESR), London, England, 2001, p. 53–62. [BIBTEX]
    @InProceedings{ 2001-Haro-RPPBRFSHSS,
    address  = {London, England},
    author  = {A. Haro and B. Guenter and I. Essa},
    booktitle  = {Proceedings of Eurographics Workshop on Rendering
    (ESR)},
    editor  = {S. Gortler and K. Myszkowski},
    organization  = {Eurographics},
    pages = {53--62},
    title = {Real-time, Photo-realistic, Physically Based
    Rendering of Fine Scale Human Skin Structure},
    year = {2001}
    }
  • A. Schödl and I. Essa (2001), “Depth layers from occlusions,” in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Kauai, HAWAI, US, 2001, pp. 639-644. [PDF] [WEBSITE] [DOI] [BIBTEX]
    @InProceedings{ 2001-Schodl-DLFO,
    address  = {Kauai, HAWAI, US},
    author  = {A. Sch{\"o}dl and I. Essa},
    booktitle  = {{IEEE Conference on Computer Vision and Pattern
    Recognition (CVPR)}},
    doi = {http://dx.doi.org/10.1109/CVPR.2001.990534},
    organization  = {IEEE Computer Society},
    pages = {639 - 644},
    pdf = {http://www.cc.gatech.edu/~irfan/p/2001-Schodl-DLFO.pdf},
    publisher  = {IEEE Computer Society Press},
    title = {Depth layers from occlusions},
    url = {http://www.cc.gatech.edu/cpl/projects/depthfromocclusion/},
    volume  = {1},
    year = {2001}
    }
  • L. Reveret and I. Essa (2001), “Visual Tracking and Coding of Speech Related Facial Actions,” in Proceedings of IEEE Workshop on Cues in Communication, 2001. [BIBTEX]
    @InProceedings{ 2001-Reveret-VTCSRFA,
    author  = {L. Reveret and I. Essa},
    booktitle  = {Proceedings of IEEE Workshop on Cues in
    Communication},
    month = {December},
    publisher  = {IEEE Computer Society},
    title = {Visual Tracking and Coding of Speech Related Facial
    Actions},
    year = {2001}
    }

2000

  • A. Schödl and I. Essa (2000), “Machine Learning for Video-Based Rendering.,” in Advances in Neural Information Processing Systems (NeurIPS), 2000, pp. 1002-1008. [PDF] [WEBSITE] [BIBTEX]
    @InProceedings{ 2000-Schodl-MLVR,
    author  = {A. Sch{\"o}dl and I. Essa},
    booktitle  = {{Advances in Neural Information Processing Systems
    (NeurIPS)}},
    djvu = {http://nips.djvuzone.org/djvu/nips04/0209.djvu},
    month = {December},
    pages = {1002-1008},
    pdf = {http://papers.neurips.cc/paper/1874-machine-learning-for-video-based-rendering.pdf},
    title = {Machine Learning for Video-Based Rendering.},
    url = {https://www.cc.gatech.edu/cpl/projects/videotexture/NIPS2000/index.html},
    year = {2000}
    }
  • E. Mynatt, I. Essa, and W. Rogers (2000), “Increasing the Opportunities for Aging in Place,” in ACM Conference on Universal Usability (CUU), 2000. [DOI] [BIBTEX]
    @InProceedings{ 2000-Mynatt-IOAP,
    author  = {E. Mynatt and I. Essa and W. Rogers},
    booktitle  = {{ACM Conference on Universal Usability (CUU)}},
    doi = {10.1145/355460.355475},
    month = {November},
    title = {Increasing the Opportunities for Aging in Place},
    year = {2000}
    }
  • A. Schödl, R. Szeliski, D. H. Salesin, and I. Essa (2000), “Video textures,” in ACM SIGGRAPH Proceedings of Annual Conference on Computer graphics and interactive techniques, New York, NY, USA, 2000, p. 489–498. [DOI] [BIBTEX]
    @InProceedings{ 2000-Schodl-VT,
    address  = {New York, NY, USA},
    author  = {A. Sch{\"o}dl and R. Szeliski and D. H. Salesin and
    I. Essa},
    booktitle  = {{ACM SIGGRAPH Proceedings of Annual Conference on
    Computer graphics and interactive techniques}},
    doi = {10.1145/344779.345012},
    month = {August},
    pages = {489--498},
    publisher  = {ACM Press/Addison-Wesley Publishing Co.},
    title = {Video textures},
    year = {2000}
    }
  • G. Abowd, C. Atkeson, A. Bobick, I. Essa, B. MacIntyre, E. Mynatt, and T. Starner (2000), “Living laboratories: the future computing environments group at the Georgia Institute of Technology,” in ACM CHI Conference on Human factors in Computing Systems, New York, NY, USA, 2000, p. 215–216. [PDF] [DOI] [BIBTEX]
    @InProceedings{ 2000-Abowd-LLFCEGGIT,
    address  = {New York, NY, USA},
    author  = {G. Abowd and C. Atkeson and A. Bobick and I. Essa
    and B. MacIntyre and E. Mynatt and T. Starner},
    booktitle  = {{ACM CHI Conference on Human factors in Computing
    Systems}},
    doi = {10.1145/633292.633416},
    month = {April},
    pages = {215--216},
    pdf = {http://www-static.cc.gatech.edu/~irfan/p/2000-Abowd-LLFCEGGIT.pdf},
    publisher  = {ACM Press},
    title = {Living laboratories: the future computing
    environments group at the Georgia Institute of
    Technology},
    year = {2000}
    }
  • I. Essa (2000), “Ubiquitous sensing for smart and aware environments,” IEEE Personal Communications, 2000. [BIBTEX]
    @Article{ 2000-Essa-USSAE,
    author  = {I. Essa},
    journal  = {IEEE Personal Communications},
    month = {October},
    title = {Ubiquitous sensing for smart and aware
    environments},
    year = {2000}
    }
  • I. Essa and G. J. Brostow (2000), “A Course on Digital Video Special Effects,” in Proceedings of IEEE CS Workshop on Undergraduate Education and Image Computation, 2000. [BIBTEX]
    @InProceedings{ 2000-Essa-CDVSE,
    author  = {I. Essa and G. J. Brostow},
    booktitle  = {Proceedings of IEEE CS Workshop on Undergraduate
    Education and Image Computation},
    month = {June},
    title = {A Course on Digital Video Special Effects},
    year = {2000}
    }
  • A. Haro, I. Essa, and M. Flickner (2000), “A Non-Invasive Computer Vision System For Reliable Eye Tracking,” in ACM CHI Conference on Human factors in Computing Systems, 2000, p. 167–168. [DOI] [BIBTEX]
    @InProceedings{ 2000-Haro-NCVSRT,
    author  = {A. Haro and I. Essa and M. Flickner},
    booktitle  = {{ACM CHI Conference on Human factors in Computing
    Systems}},
    doi = {10.1145/633292.633385},
    editor  = {G. Szwillus and T. Turner},
    month = {April},
    organization  = {ACM},
    pages = {167--168},
    publisher  = {ACM press},
    title = {A Non-Invasive Computer Vision System For Reliable
    Eye Tracking},
    year = {2000}
    }
  • A. Haro, M. Flickner, and I. Essa (2000), “Detecting and Tracking Eyes By Using Their Physiological Properties, Dynamics, and Appearance,” in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Hilton Head Island, SC, USA, 2000, p. 163–168. [BIBTEX]
    @InProceedings{ 2000-Haro-DTEUTPPDA,
    address  = {Hilton Head Island, SC, USA},
    author  = {A. Haro and M. Flickner and I. Essa},
    booktitle  = {{IEEE Conference on Computer Vision and Pattern
    Recognition (CVPR)}},
    editor  = {J. Ponce and J. Malik and D. Kriegman and D.
    Forsyth},
    organization  = {IEEE},
    pages = {163--168},
    publisher  = {IEEE},
    title = {Detecting and Tracking Eyes By Using Their
    Physiological Properties, Dynamics, and Appearance},
    volume  = {1},
    year = {2000}
    }

1999

  • R. Tunawongsuwan, A. Stoychev, and I. Essa (1999), “Robust Tracking of People by a Mobile Robotic Agent,” Georgia Institute of Technology, GVU Center, 99-19, , 1999. [BIBTEX]
    @TechReport{ 1999-Tunawongsuwan-RTPMRA,
    author  = {R. Tunawongsuwan and A. Stoychev and I. Essa},
    institution  = {Georgia Institute of Technology, GVU Center},
    number  = {99-19},
    title = {Robust Tracking of People by a Mobile Robotic
    Agent},
    year = {1999}
    }
  • S. Stillman, R. Tanawongsuwan, and I. Essa (1999), “A system for tracking and recognizing multiple people with multiple cameras,” in Proceedings of Audio and Vision-based Person Authentication (AVBPA), Washington, DC, USA, 1999. [BIBTEX]
    @InProceedings{ 1999-Stillman-STRMPWMC,
    address  = {Washington, DC, USA},
    author  = {S. Stillman and R. Tanawongsuwan and I. Essa},
    booktitle  = {Proceedings of Audio and Vision-based Person
    Authentication (AVBPA)},
    month = {March},
    title = {A system for tracking and recognizing multiple
    people with multiple cameras},
    year = {1999}
    }
  • A. Schödl, K. Schwan, and I. Essa (1999), “Adaptive Parallelization of Model-Based Head Tracking.,” in Proceedings of International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA), 1999, pp. 1571-1577. [BIBTEX]
    @InProceedings{ 1999-Schodl-APMHT,
    author  = {A. Sch{\"o}dl and K. Schwan and I. Essa},
    booktitle  = {Proceedings of International Conference on Parallel
    and Distributed Processing Techniques and
    Applications (PDPTA)},
    pages = {1571-1577},
    title = {Adaptive Parallelization of Model-Based Head
    Tracking.},
    year = {1999}
    }
  • G. J. Brostow and I. Essa (1999), “Motion Based Decompositing of Video,” in IEEE International Conference on Computer Vision (ICCV), 1999, p. 8–13. [PDF] [WEBSITE] [DOI] [BIBTEX]
    @InProceedings{ 1999-Brostow-MBDV,
    author  = {G. J. Brostow and I. Essa},
    booktitle  = {{IEEE International Conference on Computer Vision
    (ICCV)}},
    doi = {http://dx.doi.org/10.1109/ICCV.1999.791190},
    pages = {8--13},
    pdf = {http://www.cc.gatech.edu/~irfan/p/1999-Brostow-MBDV.pdf},
    publisher  = {IEEE Computer Society},
    title = {Motion Based Decompositing of Video},
    url = {http://www.cc.gatech.edu/cpl/projects/layering/},
    volume  = {1},
    year = {1999}
    }
  • I. Essa (1999), “Computers Seeing People,” AI Magazine, vol. 20, iss. 1, p. 69–82, 1999. [BIBTEX]
    @Article{ 1999-Essa-CSP,
    author  = {I. Essa},
    journal  = {AI Magazine},
    month = {Summer},
    number  = {1},
    pages = {69--82},
    title = {Computers Seeing People},
    volume  = {20},
    year = {1999}
    }
  • D. Moore, I. Essa, and M. Hayes (1999), “Exploiting Human Actions and Object Context for Recognition Tasks,” in IEEE International Conference on Computer Vision (ICCV), Corfu, Greece, 1999, p. 80–86. [BIBTEX]
    @InProceedings{ 1999-Moore-EHAOCRT,
    address  = {Corfu, Greece},
    author  = {D. Moore and I. Essa and M. Hayes},
    booktitle  = {{IEEE International Conference on Computer Vision
    (ICCV)}},
    organization  = {IEEE Computer Society},
    pages = {80--86},
    title = {Exploiting Human Actions and Object Context for
    Recognition Tasks},
    year = {1999}
    }
  • D. Moore, I. Essa, and M. Hayes (1999), “Context Management for Human Activity Recognition,” in Audio and Vision-based Person Authentication (AVBPA), Washington, DC, USA, 1999. [BIBTEX]
    @InProceedings{ 1999-Moore-CMHAR,
    address  = {Washington, DC, USA},
    author  = {D. Moore and I. Essa and M. Hayes},
    booktitle  = {{Audio and Vision-based Person Authentication
    (AVBPA)}},
    title = {Context Management for Human Activity Recognition},
    year = {1999}
    }
  • C. Kidd, R. Orr, G. Abowd, C. Atkeson, I. Essa, B. MacIntyre, E. Mynatt, T. Starner, and W. Newstetter (1999), “The Aware Home: A Living Laboratory for Ubiquitous Computing Research.,” in Proceedings of Conference on Cooperative Buildings (CoBuild) [Cooperative Buildings. Integrating Information, Organizations and Architecture[, 1999, pp. 191-198. [BIBTEX]
    @InProceedings{ 1999-Kidd-AHLLUCR,
    author  = {C. Kidd and R. Orr and G. Abowd and C. Atkeson and
    I. Essa and B. MacIntyre and E. Mynatt and T.
    Starner and W. Newstetter},
    booktitle  = {Proceedings of Conference on Cooperative Buildings
    (CoBuild) [Cooperative Buildings. Integrating
    Information, Organizations and Architecture[},
    pages = {191-198},
    publisher  = {Springer Berlin / Heidelberg Springer Berlin /
    Heidelberg},
    title = {The Aware Home: A Living Laboratory for Ubiquitous
    Computing Research.},
    year = {1999}
    }

1998

  • A. Schödl, A. Haro, and I. Essa (1998), “Head Tracking using a Textured Polygonal Model,” in Workshop on Perceptual User Interfaces (PUI), San Francisco, CA. USA, 1998. [BIBTEX]
    @InProceedings{ 1998-Schodl-HTUTPM,
    address  = {San Francisco, CA. USA},
    author  = {A. Sch{\"o}dl and A. Haro and I. Essa},
    booktitle  = {{Workshop on Perceptual User Interfaces (PUI)}},
    title = {Head Tracking using a Textured Polygonal Model},
    year = {1998}
    }
  • D. Moore, I. Essa, and M. Hayes (1998), “Context Management for Human Activity Recognition,” Georgia Institute of Technology, Graphics, Visualization, and Usability Center, GIT-GVU-98-26, , 1998. [BIBTEX]
    @TechReport{ 1998-Moore-CMHAR,
    author  = {D. Moore and I. Essa and M. Hayes},
    institution  = {Georgia Institute of Technology, Graphics,
    Visualization, and Usability Center},
    number  = {GIT-GVU-98-26},
    title = {Context Management for Human Activity Recognition},
    year = {1998}
    }

1997

  • I. Essa, G. Abowd, and C. Atkeson (1997), “Computational Perception in Future Computing Environments,” in Workshop on Perceptual User Interfaces (PUI), 1997. [BIBTEX]
    @InProceedings{ 1997-Essa-CPFCE,
    author  = {I. Essa and G. Abowd and C. Atkeson},
    booktitle  = {{Workshop on Perceptual User Interfaces (PUI)}},
    title = {Computational Perception in Future Computing
    Environments},
    year = {1997}
    }
  • I. Essa and A. Pentland (1997), “Coding, Analysis, Interpretation, and Recognition of Facial Expressions,” IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 19, iss. 7, p. 757–763, 1997. [BIBTEX]
    @Article{ 1997-Essa-CAIRFE,
    author  = {I. Essa and A. Pentland},
    journal  = {IEEE Transactions on Pattern Analysis and Machine
    Intelligence (PAMI)},
    number  = {7},
    pages = {757--763},
    title = {Coding, Analysis, Interpretation, and Recognition
    of Facial Expressions},
    volume  = {19},
    year = {1997}
    }
  • I. Essa and A. Pentland (1997), “Motion and Model-based Recognition and Interpretation of Facial Expressions,” in Motion-Based Recognition, M. Shah and R. Jain, Eds., Kluwer Academic Publishers, 1997. [BIBTEX]
    @InCollection{ 1997-Essa-MMRIFE,
    author  = {I. Essa and A. Pentland},
    booktitle  = {{Motion-Based Recognition}},
    editor  = {M. Shah and R. Jain},
    publisher  = {Kluwer Academic Publishers},
    series  = {Computational Imaging and Vision Series},
    title = {Motion and Model-based Recognition and
    Interpretation of Facial Expressions},
    year = {1997}
    }
  • A. Gardner and I. Essa (1997), “Prosody Analysis for Speaker Affect Determination,” in Workshop on Perceptual User Interfaces (PUI), 1997. [PDF] [BIBTEX]
    @InProceedings{ 1997-Gardner-PASAD,
    author  = {A. Gardner and I. Essa},
    booktitle  = {{Workshop on Perceptual User Interfaces (PUI)}},
    month = {October},
    pdf = {http://www.cc.gatech.edu/~irfan/p/1997-Gardner-PASAD.pdf},
    title = {Prosody Analysis for Speaker Affect Determination},
    year = {1997}
    }

1996

  • T. Darrell, I. Essa, and A. Pentland (1996), “Task-specific Gesture Modeling using Interpolated Views,” IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 18, iss. 12, 1996. [BIBTEX]
    @Article{ 1996-Darrell-TGMUIV,
    author  = {T. Darrell and I. Essa and A. Pentland},
    journal  = {IEEE Transactions on Pattern Analysis and Machine
    Intelligence (PAMI)},
    number  = {12},
    title = {Task-specific Gesture Modeling using Interpolated
    Views},
    volume  = {18},
    year = {1996}
    }
  • S. Basu, I. Essa, and A. Pentland (1996), “Motion Regularization for Model-based Head Tracking,” in Proceedings of International Conference on Pattern Recognition (ICPR), 1996. [BIBTEX]
    @InProceedings{ 1996-Basu-MRMHT,
    author  = {S. Basu and I. Essa and A. Pentland},
    booktitle  = {Proceedings of International Conference on Pattern
    Recognition (ICPR)},
    month = {October},
    title = {Motion Regularization for Model-based Head
    Tracking},
    year = {1996}
    }
  • I. Essa, S. Basu, T. Darrell, and A. Pentland (1996), “Modeling, Tracking and Interactive Animation of Faces and Heads using Input from Video,” in Computer Animation Conference, 1996, p. 68–79. [BIBTEX]
    @InProceedings{ 1996-Essa-MTIAFHUIFV,
    author  = {I. Essa and S. Basu and T. Darrell and A.
    Pentland},
    booktitle  = {{Computer Animation Conference}},
    month = {June},
    pages = {68--79},
    publisher  = {IEEE Computer Society Press},
    title = {Modeling, Tracking and Interactive Animation of
    Faces and Heads using Input from Video},
    year = {1996}
    }

1995

  • T. Darrell, I. Essa, and A. Pentland (1995), “Attention-driven Expression and Gesture Analysis in an Interactive Environment,” in Proceedings of International Workshop on Automatic Face and Gesture Recogntion (FG), Zurich, Switzerland, 1995, p. 135–140. [BIBTEX]
    @InProceedings{ 1995-Darrell-AEGAIE,
    address  = {Zurich, Switzerland},
    author  = {T. Darrell and I. Essa and A. Pentland},
    booktitle  = {Proceedings of International Workshop on Automatic
    Face and Gesture Recogntion (FG)},
    pages = {135--140},
    publisher  = {Editor, M. Bichsel},
    title = {Attention-driven Expression and Gesture Analysis in
    an Interactive Environment},
    year = {1995}
    }
  • M. Brand and I. Essa (1995), “Causal Analysis for Visual Gesture Understanding,” in AAAI Fall Symposium on Computational Models for Integrating Language and Vision, 1995. [PDF] [BIBTEX]
    @InProceedings{ 1995-Brand-CAVGU,
    author  = {M. Brand and I. Essa},
    booktitle  = {{AAAI Fall Symposium on Computational Models for
    Integrating Language and Vision}},
    month = {October},
    pdf = {http://www-static.cc.gatech.edu/~irfan/p/1995-Brand-CAVGU.pdf},
    title = {Causal Analysis for Visual Gesture Understanding},
    year = {1995}
    }
  • I. Essa and A. Pentland (1995), “Facial Expression Recognition using a Dynamic Model and Motion Energy,” in IEEE International Conference on Computer Vision (ICCV), Cambridge, MA, 1995, p. 360–367. [BIBTEX]
    @InProceedings{ 1995-Essa-FERUDMME,
    address  = {Cambridge, MA},
    author  = {I. Essa and A. Pentland},
    booktitle  = {{IEEE International Conference on Computer Vision
    (ICCV)}},
    pages = {360--367},
    publisher  = {IEEE Computer Society},
    title = {Facial Expression Recognition using a Dynamic Model
    and Motion Energy},
    year = {1995}
    }

1994

  • I. Essa and A. Pentland (1994), “A Vision System for Observing and Extracting Facial Action Parameters,” in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 1994, p. 76–83. [DOI] [BIBTEX]
    @InProceedings{ 1994-Essa-VSOEFAP,
    author  = {I. Essa and A. Pentland},
    booktitle  = {{IEEE Conference on Computer Vision and Pattern
    Recognition (CVPR)}},
    doi = {10.1109/CVPR.1994.323813},
    pages = {76--83},
    publisher  = {IEEE Computer Society},
    title = {A Vision System for Observing and Extracting Facial
    Action Parameters},
    year = {1994}
    }
  • I. Essa, T. Darrell, and A. Pentland (1994), “Tracking Facial Motion,” in Proceedings of IEEE Workshop on Motion of Nonrigid and Articulated Objects, 1994, p. 36–42. [BIBTEX]
    @InProceedings{ 1994-Essa-TFM,
    author  = {I. Essa and T. Darrell and A. Pentland},
    booktitle  = {Proceedings of IEEE Workshop on Motion of Nonrigid
    and Articulated Objects},
    pages = {36--42},
    publisher  = {IEEE Computer Society},
    title = {Tracking Facial Motion},
    year = {1994}
    }
  • T. Darrell, I. Essa, and A. Pentland (1994), “Correlation and Interpolation Networks for Real-Time Expression Analysis/Synthesis,” in Advances in Neural Information Processing Systems (NeurIPS), 1994. [PDF] [WEBSITE] [BIBTEX]
    @InProceedings{ 1994-Darrell-CINREA,
    author  = {T. Darrell and I. Essa and A. Pentland},
    booktitle  = {{Advances in Neural Information Processing Systems
    (NeurIPS)}},
    editor  = {G. Tesauro and D. S. Touretzky and T. K. Leen},
    month = {December},
    pdf = {https://papers.nips.cc/paper/999-correlation-and-interpolation-networks-for-real-time-expression-analysissynthesis.pdf},
    publisher  = {MIT Press},
    title = {Correlation and Interpolation Networks for
    Real-Time Expression Analysis/Synthesis},
    url = {https://papers.nips.cc/paper/999-correlation-and-interpolation-networks-for-real-time-expression-analysissynthesis},
    volume  = {7},
    year = {1994}
    }
  • I. Essa (1994), “Analysis, Interpretation, and Synthesis of Facial Expressions,” PhD Thesis, Massachusetts Institute of Technology, MIT Media Laboratory, Cambridge, MA 02139, USA, 1994. [BIBTEX]
    @PhDThesis{ 1994-Essa-AISFE,
    address  = {MIT Media Laboratory, Cambridge, MA 02139, USA},
    author  = {I. Essa},
    school  = {Massachusetts Institute of Technology},
    title = {Analysis, Interpretation, and Synthesis of Facial
    Expressions},
    year = {1994}
    }
  • A. Pentland, T. Darrell, I. Essa, A. Azarbayejani, and S. Sclaroff (1994), “Visually guided animation,” in Computer Animation Conference, 1994, pp. 76-83. [BIBTEX]
    @InProceedings{ 1994-Pentland-VGA,
    author  = {A. Pentland and T. Darrell and I. Essa and A.
    Azarbayejani and S. Sclaroff},
    booktitle  = {{Computer Animation Conference}},
    organization  = {IEEE Computer Society},
    pages = {76 - 83},
    publisher  = {IEEE Computer Society Press},
    title = {Visually guided animation},
    year = {1994}
    }
  • A. Pentland, S. Sclaroff, T. Darrell, I. Essa, A. Azarbayejani, and T. Starner (1994), “Visually guided interaction and animation,” in Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, 1994, pp. 1287-1291. [BIBTEX]
    @InProceedings{ 1994-Pentland-VGIA,
    address  = {Pacific Grove, CA},
    author  = {A. Pentland and S. Sclaroff and T. Darrell and I.
    Essa and A. Azarbayejani and T. Starner},
    booktitle  = {{Asilomar Conference on Signals, Systems, and
    Computers}},
    pages = {1287 - 1291},
    title = {Visually guided interaction and animation},
    volume  = {2},
    year = {1994}
    }

1993

  • I. Essa, S. Sclaroff, and A. Pentland (1993), “Physically-based Modeling for Graphics and Vision,” in Directions in Geometric Computing, R. Martin, Ed., Information Geometers, U.K., 1993, p. 160–196. [BIBTEX]
    @InCollection{ 1993-Essa-PMGV,
    author  = {I. Essa and S. Sclaroff and A. Pentland},
    booktitle  = {{Directions in Geometric Computing}},
    editor  = {Ralph Martin},
    pages = {160--196},
    publisher  = {Information Geometers, U.K.},
    title = {Physically-based Modeling for Graphics and Vision},
    year = {1993}
    }

1992

  • S. Sclaroff, I. Essa, and A. Pentland (1992), “Vision-based Modeling: An application of a Unified Approach for Physical and Geometric Modeling for Graphics and Animation,” in Proceedings of Eurographics Workshop on Animations and Simulations, 1992. [BIBTEX]
    @InProceedings{ 1992-Sclaroff-VMAUAPGMGA,
    author  = {S. Sclaroff and I. Essa and A. Pentland},
    booktitle  = {Proceedings of Eurographics Workshop on Animations
    and Simulations},
    title = {Vision-based Modeling: An application of a Unified
    Approach for Physical and Geometric Modeling for
    Graphics and Animation},
    year = {1992}
    }
  • I. Essa, S. Sclaroff, and A. Pentland (1992), “A Unified Approach for Physical and Geometric Modeling for Graphics and Animation,” Computer Graphics Forum, The International Journal of the Eurographics Association, vol. 11, iss. 3, pp. 129-138, 1992. [BIBTEX]
    @Article{ 1992-Essa-UAPGMGA,
    author  = {I. Essa and S. Sclaroff and A. Pentland},
    journal  = {Computer Graphics Forum, The International Journal
    of the Eurographics Association},
    month = {May},
    number  = {3},
    pages = {129-138},
    title = {A Unified Approach for Physical and Geometric
    Modeling for Graphics and Animation},
    volume  = {11},
    year = {1992}
    }

1991

  • I. Essa and A. Pentland (1991), “Estimated Physics: Dynamic Simulation in a Resource Limited Environment,” M.I.T. Media Laboratory, Vision and Modeling Group, 182, , 1991. [BIBTEX]
    @TechReport{ 1991-Essa-EPDSRLE,
    author  = {I. Essa and A. Pentland},
    institution  = {M.I.T. Media Laboratory, Vision and Modeling
    Group},
    number  = {182},
    title = {Estimated Physics: Dynamic Simulation in a Resource
    Limited Environment},
    year = {1991}
    }

1990

  • I. Essa (1990), “Contact Detection, Collision Forces and Friction for Physically Based Virtual World Modeling,” Master Thesis, Massachusetts Institute Technology, 1990. [WEBSITE] [BIBTEX]
    @MastersThesis{ 1990-Essa-CDCFFPBVWM,
    author  = {I. Essa},
    month = {June},
    school  = {Massachusetts Institute Technology},
    title = {Contact Detection, Collision Forces and Friction
    for Physically Based Virtual World Modeling},
    url = {http://dspace.mit.edu/handle/1721.1/14054?mode=simple&submit_simple=Show+simple+item+record},
    year = {1990}
    }
  • A. Pentland, I. Essa, M. Friedmann, B. Horowitz, and S. E. Sclaroff (1990), “The Thingworld Modeling System: Virtual Sculpting by Modal Forces,” ACM SIGGRAPH Proceedings of Symposium on Interactive 3D Graphics (I3DG), vol. 24, iss. 2, p. 143–144, 1990. [PDF] [DOI] [BIBTEX]
    @Article{ 1990-Pentland-TMSVSMF,
    author  = {A. Pentland and I. Essa and M. Friedmann and B.
    Horowitz and S. E. Sclaroff},
    doi = {10.1145/91394.91434},
    journal  = {{ACM SIGGRAPH Proceedings of Symposium on
    Interactive 3D Graphics (I3DG)}},
    month = {March},
    number  = {2},
    pages = {143--144},
    pdf = {http://www.cc.gatech.edu/~irfan/p/1990-Pentland-TMSVSMF.pdf},
    title = {The Thingworld Modeling System: Virtual Sculpting
    by Modal Forces},
    volume  = {24},
    year = {1990}
    }

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