# mrctrack

**Repository Path**: greitzmann/mrctrack

## Basic Information

- **Project Name**: mrctrack
- **Description**: IEEE TNNLS, Manifold regularized correlation object tracking, 2018
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2019-11-12
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

*************** Source code TNNLS 2018 **************************
B. Ma, H. Hu, J. Shen, and L. Shao, 
Manifold regularized correlation object tracking, 
IEEE Trans. on Neural Networks and Learning Systems, 29(5):1786-1795, 2018
*************** Source code TNNLS 2018 **************************
________________
Please cite our paper
Project webpage: 
http://github.com/shenjianbing/mrctrack

http://github.com/shenjianbing/poolingtrack

It is free for research use. If you find it useful, please acknowledge the paper
above with a reference.


__________
Quickstart

1. Extract vlfeat-0.9.20.rar into the folder mrctrack\vlfeat-0.9.20
1. Extract toolbox-master.rar into the folder mrctrack\utility\toolbox-master

2. The tracker is prepared to run on all 50 videos of the OTB2013
 [2]. For that, it must know where they are located. You can
   change the default location 'base_path' in 'run_tracker.m.

4. Execute 'demos.m' without parameters to test MRCTracking on OTB2013.

__________

For the actual tracking code, check out the 'tracker_fea' function.

*************** Please cite our related works **************************
1) B. Ma, H. Hu, J. Shen, and L. Shao, 
Manifold regularized correlation object tracking, 
IEEE Trans. on Neural Networks and Learning Systems, 29(5):1786-1795, 2018.
2) X. Dong, J. Shen, D. Yu, W. Wang, J. Liu, and H. Huang, 
Occlusion-aware real-time object tracking, IEEE Trans. on Multimedia, 19(4):763-771, 2017. 
3) B. Ma, H. Hu,  J. Shen, Y. Liu, and L. Shao, Generalized pooling for robust object tracking,  
IEEE Trans. on Image Processing,  25(9): 4199-4208, 2016.
4) B. Ma, J. Shen, Y. Liu, H. Hu, L. Shao, and X. Li, 
Visual tracking using strong classifier and structural local sparse descriptors,  
IEEE Trans. on Multimedia, 17(10):1818-1828, 2015. 
*************** Many Thanks **************************