Moving Beyond Frame-based Video Object Segmentation

Current video object segmentation methods use a frame-based approach. These frame-by-frame methods rarely take advantage of motion information, and if they do it is computationally difficult. In this work, we propose a multi-frame approach for video object segmentation using similar methods seen in action recognition.