Xuejing Lei

Unsupervised Video Object Segmentation with Motion-based Bilateral Networks

In this work, we study the unsupervised video object segmentation problem where moving objects are segmented without prior knowledge of these objects. First, we propose a motion-based bilateral network to estimate the background based on the motion pattern of non-object regions. The bilateral networ…