A Summary on the Anchor-free based Object Tracking Algorithm
2020-06-21 12:53:22
1. SiamFC++: Towards Robust and Accurate Visual Tracking with Target Estimation Guidelines, AAAI-2019
Paper: https://arxiv.org/pdf/1911.06188v4.pdf
Code: https://github.com/MegviiDetection/video_analyst
Blog: https://www.cnblogs.com/wangxiaocvpr/p/13158335.html
2. Siamese Keypoint Prediction Network for Visual Object Tracking, Qiang Li, Zekui Qin, Wenbo Zhang, Wen Zheng, arXiv pre-print
Paper: https://arxiv.org/pdf/2006.04078.pdf
Code: https://github.com/ZekuiQin/SiamKPN
3. Fully Conventional Anchor-Free Siamese Networks for Object Tracking. IEEE Access 7 (2019): 123934-123943.
Paper: https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=8817955
4. Siamese Box Adaptive Network for Visual Tracking. CVPR-2020.
Paper: https://arxiv.org/pdf/2003.06761.pdf
Code: https://github.com/hqucv/siamban
5. Fully Convolutional Online Tracking, Yutao Cui, Cheng Jiang, Limin Wang, Gangshan Wu, arXiv pre-print
Paper: https://arxiv.org/pdf/2004.07109.pdf
Code: https://github.com/MCG-NJU/FCOT
6. Ocean: Object-aware Anchor-free Tracking, Zhipeng Zhang, Houwen Peng,
Paper: https://arxiv.org/pdf/2006.10721.pdf
Code: https://github.com/researchmm/TracKit
7. SiamCAR: Siamese Fully Convolutional Classification and Regression for Visual Tracking,
Paper: cvpr-2020
Code: https://github.com/ohhhyeahhh/SiamCAR