September 2014

September 14, 2014 / Last updated : February 22, 2021 irfan MICCAI

Paper in M2CAI 2014: “Video Based Assessment of OSATS Using Sequential Motion Textures”

Paper Abstract A fully automated framework for video-based surgical skill assessment is presented that incorporates the sequential and qualitative aspects of surgical motion in a data-driven manner. The Objective Structured Assessment of Technical Skills (OSATS) assessments is replicated, which provides both an overall and in-detail evaluation of basic suturing skills required for surgeons. Video analysis […]

September 5, 2014 / Last updated : February 22, 2021 irfan BMVC

Paper in BMVC (2014): “Depth Extraction from Videos Using Geometric Context and Occlusion Boundaries”

Abstract We present an algorithm to estimate depth in dynamic video scenes. We present an algorithm to estimate depth in dynamic video scenes.We propose to learn and infer depth in videos from the appearance, motion, occlusion boundaries, and geometric context of the scene. Using our method, depth can be estimated from unconstrained videos with no […]