Deformable object tracking with gated fusion

• Main Authors: LIU, Wenxi, SONG, Yibing, CHEN, Dengsheng, HE, Shengfeng, YU, Yuanlong, YAN, Tao, HANCKE, Gerhard P., LAU, Rynson W.H.
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2019
• Subjects: Visual tracking; deformable convolution; gating; Information Security
• Online Access: https://ink.library.smu.edu.sg/sis_research/7853
• Institution: Singapore Management University

The tracking-by-detection framework receives growing attention through the integration with the convolutional neural networks (CNNs). Existing tracking-by-detection-based methods, however, fail to track objects with severe appearance variations. This is because the traditional convolutional operatio...