# A Scale Adaptive Kernel Correlation Filter Tracker with Feature Integration (SAMF)
This is the matlab code of SAMF[1]. It won the second place in [VOT 2014](http://votchallenge.net/vot2014/index.html). The implementation is built upon the code of [2]. The codes provided by [3,4,5] are also used in the implementation.
## Instructions:
* 1) Modify the base_path in "run_tracker.m" with your own setting.
* 2) Run the "run_tracker.m" script in MATLAB.
* 3) Choose sequence.
## Contact:
Yang Li,
liyang89@zju.edu.cn
ihpdep.github.io
Jianke Zhu
jkzhu@zju.edu.cn
jkzhu.github.io
[Our Lab website](http://www.smartvisionlab.org)
## Reference
[1] Yang Li, Jianke Zhu.
"A Scale Adaptive Kernel Correlation Filter Tracker with Feature Integration"
European Conference on Computer Vision, Workshop VOT2014 (ECCVW), 2014
[2] J. F. Henriques, R. Caseiro, P. Martins, J. Batista.
"High-Speed Tracking with Kernelized Correlation Filters."
TPAMI - IEEE Transactions on Pattern Analysis and Machine Intelligence, 2015
[3] Martin Danelljan, Fahad Shahbaz Khan, Michael Felsberg and Joost van de Weijer.
"Adaptive Color Attributes for Real-Time Visual Tracking".
Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014.
[4] J. van de Weijer, C. Schmid, J. J. Verbeek, and D. Larlus.
"Learning color names for real-world applications."
TIP, 18(7):1512–1524, 2009.
[5] David Ross, Jongwoo Lim, Ruei-Sung Lin, Ming-Hsuan Yang.
"Incremental Learning for Robust Visual Tracking"
In the International Journal of Computer Vision, Special Issue: Learning for Vision, 2007.
## Acknowledge:
Many thanks to Guy Koren and Jifeng Ning(宁纪锋) for helping me to find and fix bugs!
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