Camouflaged Animal Dataset

It's Moving! A Probabilistic Model for Causal Motion Segmentation in Moving Camera Videos

This work derives from first principles a likelihood function for assessing the probability of an optical flow vector given the 2D motion direction of an object and develops a motion segmentation algorithm that beats current state-of-the-art methods by a large margin.