Deformable object tracking with gated fusion

• المؤلفون الرئيسيون: LIU, Wenxi, SONG, Yibing, CHEN, Dengsheng, HE, Shengfeng, YU, Yuanlong, YAN, Tao, HANCKE, Gerhard P., LAU, Rynson W.H.
• التنسيق: text
• اللغة: English
• منشور في: Institutional Knowledge at Singapore Management University 2019
• الموضوعات: Visual tracking; deformable convolution; gating; Information Security
• الوصول للمادة أونلاين: https://ink.library.smu.edu.sg/sis_research/7853

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...