Aayush Rana

Are all Frames Equal? Active Sparse Labeling for Video Action Detection

Video action detection requires annotations at every frame, which drastically increases the labeling cost. In this work, we focus on efficient labeling of videos for action detection to minimize this cost. We propose active sparse labeling (ASL), a novel active learning strategy for video action det…