SiamNet家族跟踪方法

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

SiamFC:Fully-Convolutional Siamese Networks for Object Tracking 

EAST:

论文题目：Learning Policies for Adaptive Tracking with Deep Feature Cascades[C]// ICCV, 2017.

论文项目：没有源码

 

HART:

 

CREST:

Yibing Song, Chao Ma, Lijun Gong, Jiawei Zhang, Rynson Lau, Ming-Hsuan Yang. "CREST: Convolutional Residual Learning for Visual Tracking." ICCV (2017 Spotlight). [paper] [project] [github]

 

RFL:

Tianyu Yang, Antoni B. Chan. "Recurrent Filter Learning for Visual Tracking." ICCV workshop (2017). [paper]

 

UCT:

Zheng Zhu, Guan Huang, Wei Zou, Dalong Du, Chang Huang. "UCT: Learning Unified Convolutional Networks for Real-Time Visual Tracking." ICCV workshop (2017). [paper]

 

DSiam: 

 Qing Guo; Wei Feng; Ce Zhou; Rui Huang; Liang Wan; Song Wang. "Learning Dynamic Siamese Network for Visual Object Tracking." ICCV (2017). [paper] [github]

 

CFCF:Good Features to Correlate for visual tracking

CFNet:

论文题目：End-to-end representation learning for Correlation Filter based tracking
论文出处：CVPR 2017
论文作者：Jack Valmadre，Luca Bertinetto等人
论文主页：http://www.robots.ox.ac.uk/~luca/cfnet.html
源码链接：https://github.com/bertinetto/cfnet

 

DCFNet:

论文项目：https://github.com/foolwood/DCFNet

论文题目：DCFNET: DISCRIMINANT CORRELATION FILTERS NETWORK FOR VISUAL TRACKING

 

SiamRPN:

Bo Li, Wei Wu, Zheng Zhu, Junjie Yan. "High Performance Visual Tracking with Siamese Region Proposal Network." CVPR (2018 Spotlight). [paper]

 

SA-Siam:

Anfeng He, Chong Luo, Xinmei Tian, Wenjun Zeng. "A Twofold Siamese Network for Real-Time Object Tracking." CVPR (2018). [paper]

 

DaSiamRPN：

Zheng Zhu, Qiang Wang, Bo Li, Wu Wei, Junjie Yan, Weiming Hu.
"Distractor-aware Siamese Networks for Visual Object Tracking." ECCV (2018).