Motion-Based Weak Supervision for Video Parsing with Application to Colonoscopy

Ori Kelner, Or Weinstein, Ehud Rivlin +1

We propose a two-stage unsupervised approach for parsing videos into phases. We use motion cues to divide the video into coarse segments. Noisy segment labels are then used to weak…