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Semi-supervised Quality Evaluation of Colonoscopy Procedures
By integrating the local metric over the withdrawal phase, we build a global, offline quality metric, which is shown to be highly correlated to the standard Polyp Per Colonoscopy (PPC) quality metric.
Weakly-supervised Representation Learning for Video Alignment and Analysis
This paper introduces LRProp -- a novel weakly-supervised representation learning approach, with an emphasis on the application of temporal alignment between pairs of videos of the same action category.
Learning Gaze Transitions From Depth to Improve Video Saliency Estimation
In this paper we introduce a novel Depth-Aware Video Saliency approach to predict human focus of attention when viewing videos that contain a depth map (RGBD) on a 2D screen.
Pattern-Driven Colorization of 3D Surfaces
Colorization refers to the process of adding color to black & white images or videos.
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