Hierarchical Convolutional Features for Visual Tracking (ICCV 2015)

Introduction

This is the research code for the paper:

Chao Ma, Jia-Bin Huang, Xiaokang Yang and Ming-Hsuan Yang, "Hierarchical Convolutional Features for Visual Tracking", ICCV 2015

Compared to the original implemetation, we have improved the code to achieve better results:

We added the scale estimation module
We adjust the layer weights according to our extension work published on TPAMI

To exactly reproduce the results reported in our ICCV 2015 paper, please check the early committed version (4b895b5)

Citation

If you find the code and dataset useful in your research, please consider citing:

@article{Ma-HCFTstar-2017,
    title={Robust Visual Tracking via Hierarchical Convolutional Features},
    Author = {Ma, Chao and Huang, Jia-Bin and Yang, Xiaokang and Yang, Ming-Hsuan},
    journal = {IEEE Transcations on Pattern Analysis and Machine Intelligence},
    pages={},
    Year = {2018}
}

@inproceedings{Ma-ICCV-2015,
    title={Hierarchical Convolutional Features for Visual Tracking},
    Author = {Ma, Chao and Huang, Jia-Bin and Yang, Xiaokang and Yang, Ming-Hsuan},
    booktitle = {Proceedings of the IEEE International Conference on Computer Vision},
    pages={},
    Year = {2015}
}