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add some new trackers, borrow codes from benchmark_results
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HakaseH committed Nov 30, 2017
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# mac
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# Benchmark Results of Correlation Filters
# Tracking Benchmark for Correlation Filters

Collect and share results for **correlation filter trackers**.

* [Baseline](#baseline)
* [Color](#color)
* [Scale](#scale)
* [Multi kernel & feature & template & task](#multi-kernel-feature-template-task)
* [Part-based](#part-based)
* [Long-term](#long-term)
* [Response adaptation](#response-adaptation)
* [Training set adaptation](#training-set-adaptation)
* [Bound effect](#bound-effect)
* [Continuous](#continuous)
* [SVM](#svm)
* [Deep](#deep)

## Results on OTB

![plots-OTB2013](plots/OTB2013.png)
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[[github1](https://github.com/masa-nudt/KCFDP)]
[[github2](https://github.com/masa-nudt/KCFDPT)]

* **IBCCF:** Feng Li, Yingjie Yao, Peihua Li, David Zhang, Wangmeng Zuo, Ming-Hsuan Yang.
"Integrating Boundary and Center Correlation Filters for Visual Tracking With Aspect Ratio Variation." ICCV workshop (2017).
[[paper](http://openaccess.thecvf.com/content_ICCV_2017_workshops/papers/w28/Li_Integrating_Boundary_and_ICCV_2017_paper.pdf)]
[[github](https://github.com/lifeng9472/IBCCF)]

## Multi kernel & feature & template & task

* **MKCF:** Ming Tang, Jiayi Feng.
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"DCCO: Towards Deformable Continuous Convolution Operators." arXiv (2017).
[[paper]](https://arxiv.org/pdf/1706.02888.pdf)

* **SP-KCF:** Xin Sun; Ngai-Man Cheung; Hongxun Yao; Yiluan Guo.
"Non-Rigid Object Tracking via Deformable Patches Using Shape-Preserved KCF and Level Sets." ICCV (2017).
[[paper](http://openaccess.thecvf.com/content_ICCV_2017/papers/Sun_Non-Rigid_Object_Tracking_ICCV_2017_paper.pdf)]

## Long-term

* **LCT:** Chao Ma, Xiaokang Yang, Chongyang Zhang, Ming-Hsuan Yang.
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[[paper](http://ieeexplore.ieee.org/document/7896655/)]
[[github](http://github.com/shenjianbing/mrctrack)]

* **BACF:** Hamed Kiani Galoogahi, Ashton Fagg, Simon Lucey.
"Learning Background-Aware Correlation Filters for Visual Tracking." arXiv (2017).
[[paper](https://arxiv.org/pdf/1703.04590.pdf)]
* **BACF:** Hamed Kiani Galoogahi, Ashton Fagg, Simon Lucey.
"Learning Background-Aware Correlation Filters for Visual Tracking." ICCV (2017).
[[paper](http://openaccess.thecvf.com/content_ICCV_2017/papers/Galoogahi_Learning_Background-Aware_Correlation_ICCV_2017_paper.pdf)]
[[supp](http://openaccess.thecvf.com/content_ICCV_2017/supplemental/Galoogahi_Learning_Background-Aware_Correlation_ICCV_2017_supplemental.pdf)]
[[code](http://www.hamedkiani.com/uploads/5/1/8/8/51882963/bacf_toupload.zip)]
[[project](http://www.hamedkiani.com/bacf.html)]

## Continuous

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* **CFCF** Erhan Gundogdu, A. Aydin Alatan.
"Good Features to Correlate for Visual Tracking." arXiv (2017).
[[paper](https://arxiv.org/pdf/1704.06326)]

* **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](http://openaccess.thecvf.com/content_ICCV_2017/papers/Song_CREST_Convolutional_Residual_ICCV_2017_paper.pdf)]
[[project](http://www.cs.cityu.edu.hk/~yibisong/iccv17/index.html)]
[[github](https://github.com/ybsong00/CREST-Release)]

* **CFWCR:** Zhiqun He, Yingruo Fan, Junfei Zhuang, Yuan Dong, HongLiang Bai.
"Correlation Filters With Weighted Convolution Responses." ICCV workshop (2017).
[[paper](http://openaccess.thecvf.com/content_ICCV_2017_workshops/papers/w28/He_Correlation_Filters_With_ICCV_2017_paper.pdf)]
[[github](https://github.com/he010103/CFWCR)]
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