CVPR 2019视频目标跟踪算法Pipeline集合
文章目录
- 1. SiamMask: "Fast Online Object Tracking and Segmentation: A Unifying Approach."
- 2. SiamRPN++: "SiamRPN++: Evolution of Siamese Visual Tracking with Very Deep Networks."
- 3. ATOM: "ATOM: Accurate Tracking by Overlap Maximization."
- 4. SiamDW: "Deeper and Wider Siamese Networks for Real-Time Visual Tracking."
- 5. GCT: "Graph Convolutional Tracking."
- 6. ASRCF: "Visual Tracking via Adaptive Spatially-Regularized Correlation Filters."
- 7. UDT: "Unsupervised Deep Tracking."
- 8. TADT: "Target-Aware Deep Tracking."
- 9. C-RPN: "Siamese Cascaded Region Proposal Networks for Real-Time Visual Tracking."
- 10. SPM: "SPM-Tracker: Series-Parallel Matching for Real-Time Visual Object Tracking."
- 11. OTR: "Object Tracking by Reconstruction with View-Specific Discriminative Correlation Filters."
- 12. RPCF: "ROI Pooled Correlation Filters for Visual Tracking."
1. SiamMask: “Fast Online Object Tracking and Segmentation: A Unifying Approach.”
作者：Qiang Wang, Li Zhang, Luca Bertinetto, Weiming Hu, Philip H.S. Torr.
[在线阅读] - [作者讲解] - [ShinEing72的论文笔记] - [WangXiao的论文笔记]
2. SiamRPN++: “SiamRPN++: Evolution of Siamese Visual Tracking with Very Deep Networks.”
作者：Bo Li, Wei Wu, Qiang Wang, Fangyi Zhang, Junliang Xing, Junjie Yan.
[在线阅读] - [作者讲解] - [sinat_31184961的论文笔记] - [技术挖掘者的论文笔记]
3. ATOM: “ATOM: Accurate Tracking by Overlap Maximization.”
作者：Martin Danelljan, Goutam Bhat, Fahad Shahbaz Khan, Michael Felsberg.
[在线阅读] - [Wang Xiao的论文笔记] - [小白的论文笔记] - [越野者的论文笔记]
4. SiamDW: “Deeper and Wider Siamese Networks for Real-Time Visual Tracking.”
作者：Zhipeng Zhang, Houwen Peng.
[在线阅读] - [小郑之家的论文笔记] - [ShinEing72的论文笔记] - [sinat_31184961的论文笔记]
5. GCT: “Graph Convolutional Tracking.”
作者：Junyu Gao, Tianzhu Zhang, Changsheng Xu.
[在线阅读] - [INDEMIND的论文笔记] - [xwmwanjy666的论文笔记]
6. ASRCF: “Visual Tracking via Adaptive Spatially-Regularized Correlation Filters.”
作者：Kenan Dai, Dong Wang, Huchuan Lu, Chong Sun, Jianhua Li.
[在线阅读] - [博闻强记的论文笔记] - [飘哥的论文笔记(上)] - [飘哥的论文笔记(下)]
7. UDT: “Unsupervised Deep Tracking.”
作者：Ning Wang, Yibing Song, Chao Ma, Wengang Zhou, Wei Liu, Houqiang Li.
[在线阅读] - [CsdnWujinming的论文笔记] - [木盏的论文笔记]
8. TADT: “Target-Aware Deep Tracking.”
作者：Xin Li, Chao Ma, Baoyuan Wu, Zhenyu He, Ming-Hsuan Yang.
[在线阅读] - [sinat_31184961的论文笔记] - [hahastrong的论文笔记]
9. C-RPN: “Siamese Cascaded Region Proposal Networks for Real-Time Visual Tracking.”
作者：Heng Fan, Haibin Ling.
[在线阅读] - [WangXiao的论文笔记] - [hahastrong的论文笔记] - [ShinEing72的论文笔记]
10. SPM: “SPM-Tracker: Series-Parallel Matching for Real-Time Visual Object Tracking.”
作者：Guangting Wang, Chong Luo, Zhiwei Xiong, Wenjun Zeng.
[在线阅读] - [sinat_31184961的论文笔记] - [微软亚洲研究院的论文笔记]
11. OTR: “Object Tracking by Reconstruction with View-Specific Discriminative Correlation Filters.”
作者：Ugur Kart, Alan Lukezic, Matej Kristan, Joni-Kristian Kamarainen, Jiri Matas.
[在线阅读]
12. RPCF: “ROI Pooled Correlation Filters for Visual Tracking.”
作者：Yuxuan Sun, Chong Sun, Dong Wang, Huchuan Lu, You He.
[在线阅读]
