DSST_code
所属分类:matlab编程
开发工具:matlab
文件大小:14090KB
下载次数:81
上传日期:2016-03-20 01:37:59
上 传 者:
tianyangmid
说明: 实现跟踪算法DSST,matlab源代码,vot2014竞赛中最好的算法之一。
(DSST tracking matlab codes)
文件列表:
DSST_code\choose_video.m (804, 2016-01-16)
DSST_code\compilemex.m (92, 2016-01-16)
DSST_code\compilemex_win.m (167, 2016-01-16)
DSST_code\compute_performance_measures.m (2917, 2016-01-16)
DSST_code\dsst.m (6579, 2016-01-16)
DSST_code\fhog.m (3169, 2016-01-16)
DSST_code\get_feature_map.m (444, 2016-01-16)
DSST_code\get_scale_sample.m (1189, 2016-01-16)
DSST_code\get_translation_sample.m (1113, 2016-01-16)
DSST_code\gradientMex.cpp (19354, 2016-01-16)
DSST_code\gradientMex.mexa64 (23054, 2016-01-16)
DSST_code\gradientMex.mexw64 (30720, 2016-01-16)
DSST_code\libopencv_core.a (3590102, 2016-01-16)
DSST_code\libopencv_core.so (2009448, 2016-01-16)
DSST_code\libopencv_imgproc.a (3414242, 2016-01-16)
DSST_code\libopencv_imgproc.so (1830760, 2016-01-16)
DSST_code\load_video_info.m (1567, 2016-01-16)
DSST_code\mexResize.cpp (1666, 2016-01-16)
DSST_code\mexResize.mexa64 (102795, 2016-01-16)
DSST_code\mexResize.mexw64 (55296, 2016-01-16)
DSST_code\MxArray.cpp (19248, 2016-01-16)
DSST_code\MxArray.hpp (34982, 2016-01-16)
DSST_code\opencv_core242.dll (2421248, 2016-01-16)
DSST_code\opencv_imgproc242.dll (2072064, 2016-01-16)
DSST_code\run_tracker.m (1709, 2016-01-16)
DSST_code\sequences\dog1\dog1_frames.txt (8, 2016-01-16)
DSST_code\sequences\dog1\dog1_gt.txt (18269, 2016-01-16)
DSST_code\sequences\dog1\imgs\img00001.jpg (8258, 2016-01-16)
DSST_code\sequences\dog1\imgs\img00002.jpg (8244, 2016-01-16)
DSST_code\sequences\dog1\imgs\img00003.jpg (8282, 2016-01-16)
DSST_code\sequences\dog1\imgs\img00004.jpg (8250, 2016-01-16)
DSST_code\sequences\dog1\imgs\img00005.jpg (8262, 2016-01-16)
DSST_code\sequences\dog1\imgs\img00006.jpg (8298, 2016-01-16)
DSST_code\sequences\dog1\imgs\img00007.jpg (8326, 2016-01-16)
DSST_code\sequences\dog1\imgs\img00008.jpg (8314, 2016-01-16)
DSST_code\sequences\dog1\imgs\img00009.jpg (8314, 2016-01-16)
DSST_code\sequences\dog1\imgs\img00010.jpg (8314, 2016-01-16)
DSST_code\sequences\dog1\imgs\img00011.jpg (8314, 2016-01-16)
DSST_code\sequences\dog1\imgs\img00012.jpg (8314, 2016-01-16)
... ...
This MATLAB code implements the Discriminative Scale Space Tracker (DSST) [1]. The implementation is built upon the code provided by [2]. The code provided by [3] is used for computing the HOG features.
The project website is:
http://www.cvl.isy.liu.se/research/objrec/visualtracking/index.html
Installation:
To be able to run the "mexResize" function, try to use either one of the included mex-files or compile one of your own. OpenCV is needed for this. The existing compile scripts "compilemex.m" or "compilemex_win.m" can be modified for this purpose.
Instructions:
1) Run the "run_tracker.m" script in MATLAB.
2) Choose sequence (only "dog1" is included).
Contact:
Martin Danelljan
martin.danelljan@liu.se
[1] Martin Danelljan, Gustav Hger, Fahad Shahbaz Khan and Michael Felsberg.
"Accurate Scale Estimation for Robust Visual Tracking".
Proceedings of the British Machine Vision Conference (BMVC), 2014.
[2] J. Henriques, R. Caseiro, P. Martins, and J. Batista.
"Exploiting the circulant structure of tracking-by-detection with kernels."
In ECCV, 2012.
[3] Piotr Dollár.
"Piotr’s Image and Video Matlab Toolbox (PMT)."
http://vision.ucsd.edu/~pdollar/toolbox/doc/index.html.
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