Who's Better, Who's Best: Skill Determination in Video using Deep Ranking. (CVPR 2018 Spotlight)

Who's Better, Who's Best: Skill Determination in Video using Deep Ranking. CVPR PDF | arxiv
CVPR Spotlight talk

Published at CVPR2018.

Here we explore a new problem for egocentric perception. The study of how to determine who is better at a task in an unsupervised manner. We use Deep methods to rank videos in both medical tasks -for which there is expert scoring for validation- and also for the more complex daily living tasks -for which the scoring is ambiguous-.