A Summary on the Anchor-free based Object Tracking Algorithm

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