看了一些关于SiamNet的论文，也是该搞一下总结了。阅读笔记之后再发。
孪生网络发展历史
- SiamFC:Fully-Convolutional Siamese Networks for Object Tracking paper1 ICCV2017
- EAST:Learning Policies for Adaptive Tracking with Deep Feature Cascades[C] ICCV, 2017
- CREST:Yibing Song, Chao Ma, Lijun Gong, Jiawei Zhang, Rynson Lau, Ming-Hsuan Yang. “CREST: Convolutional Residual Learning for Visual Tracking.” ICCV (2017 Spotlight) paper2 code1
- RFL:Tianyu Yang, Antoni B. Chan. “Recurrent Filter Learning for Visual Tracking.” ICCV workshop (2017). paper3
- UCT:Zheng Zhu, Guan Huang, Wei Zou, Dalong Du, Chang Huang. “UCT: Learning Unified Convolutional Networks for Real-Time Visual Tracking.” ICCV workshop (2017). paper4
- DSiam: Qing Guo; Wei Feng; Ce Zhou; Rui Huang; Liang Wan; Song Wang. “Learning Dynamic Siamese Network for Visual Object Tracking.” ICCV (2017). paper5 code2
- CFNet:“End-to-end representation learning for Correlation Filter based tracking” CVPR (2017) Jack Valmadre，Luca Bertinetto etc. paper6 code3
- DCFNet:DCFNET: DISCRIMINANT CORRELATION FILTERS NETWORK FOR VISUAL TRACKING code4
- SiamRPN:Bo Li, Wei Wu, Zheng Zhu, Junjie Yan. “High Performance Visual Tracking with Siamese Region Proposal Network.” CVPR (2018 Spotlight). code5
- SA-Siam:Anfeng He, Chong Luo, Xinmei Tian, Wenjun Zeng. “A Twofold Siamese Network for Real-Time Object Tracking.” CVPR (2018). code6
- DaSiamRPN：Zheng Zhu, Qiang Wang, Bo Li, Wu Wei, Junjie Yan, Weiming Hu.“Distractor-aware Siamese Networks for Visual Object Tracking.” ECCV (2018).
- SiamRPN++:Evolution of Siamese Visual Tracking with Very Deep Networks CVPR2019 paper7 code7
- SiamMask:Fast Online Object Tracking and Segmentation CVPR2019 paper8 code8