Maximum weight cliques with mutex constraints for video object segmentation

• Published in: 2012 IEEE Conference on Computer Vision and Pattern Recognition pp. 670 - 677
• Main Authors: Tianyang Ma, Latecki, L. J.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.06.2012
• Subjects: Computational modeling; Histograms; Image color analysis; Image segmentation; Object segmentation; Proposals; Shape

In this paper, we address the problem of video object segmentation, which is to automatically identify the primary object and segment the object out in every frame. We propose a novel formulation of selecting object region candidates simultaneously in all frames as finding a maximum weight clique in...