Deep pixel-level matching via attention for video co-segmentation

• Main Authors: LI, Junliang, WONG, Hon-Cheng, HE, Shengfeng, LO, Sio-Long, ZHANG, Guifang, WANG, Wenxiao
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2020
• Subjects: video co-segmentation; pixel-level matching; attention; Information Security
• Online Access: https://ink.library.smu.edu.sg/sis_research/7852
• Institution: Singapore Management University

In video object co-segmentation, methods based on patch-level matching are widely leveraged to extract the similarity between video frames. However, these methods can easily lead to pixel misclassification because they reduce the precision of pixel localization; thus, the accuracies of the segmentat...