mosse-tracker-master
所属分类：Windows编程
开发工具：matlab
文件大小：22184KB
下载次数：7
上传日期：2019-03-22 09:06:41
上 传 者：
东哥12382
说明： 使用MOSSE滤波器实现相关滤波的视频视频的跟踪
(Using MOSSE filter to implement correlation filter video video tracking)
文件列表:
data\Surfer\cfg.mat (2125, 2017-09-07)
data\Surfer\groundtruth_rect.txt (5375, 2017-09-07)
data\Surfer\img\0001.jpg (20901, 2017-09-07)
data\Surfer\img\0002.jpg (20792, 2017-09-07)
data\Surfer\img\0003.jpg (21168, 2017-09-07)
data\Surfer\img\0004.jpg (21330, 2017-09-07)
data\Surfer\img\0005.jpg (21575, 2017-09-07)
data\Surfer\img\0006.jpg (21332, 2017-09-07)
data\Surfer\img\0007.jpg (20245, 2017-09-07)
data\Surfer\img\0008.jpg (20012, 2017-09-07)
data\Surfer\img\0009.jpg (20069, 2017-09-07)
data\Surfer\img\0010.jpg (20227, 2017-09-07)
data\Surfer\img\0011.jpg (20419, 2017-09-07)
data\Surfer\img\0012.jpg (20379, 2017-09-07)
data\Surfer\img\0013.jpg (19433, 2017-09-07)
data\Surfer\img\0014.jpg (19510, 2017-09-07)
data\Surfer\img\0015.jpg (19536, 2017-09-07)
data\Surfer\img\0016.jpg (19221, 2017-09-07)
data\Surfer\img\0017.jpg (19168, 2017-09-07)
data\Surfer\img\0018.jpg (19467, 2017-09-07)
data\Surfer\img\0019.jpg (19550, 2017-09-07)
data\Surfer\img\0020.jpg (20385, 2017-09-07)
data\Surfer\img\0021.jpg (20913, 2017-09-07)
data\Surfer\img\0022.jpg (21334, 2017-09-07)
data\Surfer\img\0023.jpg (22899, 2017-09-07)
data\Surfer\img\0024.jpg (23043, 2017-09-07)
data\Surfer\img\0025.jpg (23903, 2017-09-07)
data\Surfer\img\0026.jpg (24105, 2017-09-07)
data\Surfer\img\0027.jpg (23685, 2017-09-07)
data\Surfer\img\0028.jpg (22074, 2017-09-07)
data\Surfer\img\0029.jpg (22095, 2017-09-07)
data\Surfer\img\0030.jpg (22384, 2017-09-07)
data\Surfer\img\0031.jpg (20920, 2017-09-07)
data\Surfer\img\0032.jpg (20861, 2017-09-07)
data\Surfer\img\0033.jpg (22236, 2017-09-07)
data\Surfer\img\0034.jpg (22367, 2017-09-07)
data\Surfer\img\0035.jpg (23478, 2017-09-07)
data\Surfer\img\0036.jpg (23845, 2017-09-07)
data\Surfer\img\0037.jpg (24221, 2017-09-07)
data\Surfer\img\0038.jpg (24214, 2017-09-07)
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# mosse-tracker
This is a MATLAB implementation of Minimum Output Sum of Squared Error (MOSSE) tracking algorithm.
Details regarding the tracking algorithm can be found in the following paper:
[Visual Object Tracking using Adaptive Correlation Filters](http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=5539960).
David S. Bolme, J. Ross Beveridge, Bruce A. Draper, Yui Man Lui.
Computer Vision and Pattern Recognition (CVPR), 2010 IEEE Conference on. IEEE, 2010.
## Output
## Dependencies
* MATLAB
* MATLAB Vision Toolbox
## How to run
* Start MATLAB and navigate to project directory.
* Navigate to `src/` directory.
`>> cd src`
* Run the `mosse` MATLAB script.
`>> mosse`
* First frame of the video will popup; select the object to track.
* The tracker script will show subsequent frames with appropriate bounding boxes.
To run on your dataset, simply change the path in `src/mosse.m` script.
## License
MIT
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