SRDCF_code
所属分类：图形图象
开发工具：matlab
文件大小：16323KB
下载次数：22
上传日期：2018-10-29 19:03:42
上 传 者：
足矣
说明： SRDCF目标跟踪算法在KCF/DCF基础上改善了boundary effects，加入惩罚项[spatial regularization function that penalizes(惩罚) filter coefficients residing outside the target region].
(The SRDCF target tracking algorithm improves the boundary effects on the basis of KCF/DCF, and adds the penalty term [spatial regularization function that penalizes (penalty) filter coefficients residing outside the target region].)
文件列表:
SRDCF_code\Learning Spatially Regularized Correlation Filter.pdf (8509003, 2017-04-02)
SRDCF_code\SRDCF\average_feature_region.m (1067, 2015-03-26)
SRDCF_code\SRDCF\cconvmtx2.m (591, 2017-04-10)
SRDCF_code\SRDCF\compilemex_linux.m (407, 2015-09-09)
SRDCF_code\SRDCF\compilemex_win.m (323, 2015-09-09)
SRDCF_code\SRDCF\compile_mexResize.m (0, 2015-06-04)
SRDCF_code\SRDCF\demo.m (220, 2015-11-16)
SRDCF_code\SRDCF\dft2dfs_matrix.m (1308, 2017-05-15)
SRDCF_code\SRDCF\fhog.m (3036, 2015-06-05)
SRDCF_code\SRDCF\get_colorspace.m (1284, 2015-08-13)
SRDCF_code\SRDCF\get_features.m (1890, 2017-04-11)
SRDCF_code\SRDCF\get_fhog.m (630, 2015-04-03)
SRDCF_code\SRDCF\get_pixels.m (737, 2017-04-11)
SRDCF_code\SRDCF\gradient2.m (1248, 2015-06-05)
SRDCF_code\SRDCF\gradientHist.m (3496, 2015-06-05)
SRDCF_code\SRDCF\gradientMag.m (2393, 2015-06-05)
SRDCF_code\SRDCF\gradientMex.cpp (19306, 2015-06-05)
SRDCF_code\SRDCF\gradientMex.mexa64 (23054, 2015-06-05)
SRDCF_code\SRDCF\gradientMex.mexw64 (30720, 2015-06-05)
SRDCF_code\SRDCF\integralVecImage.m (1625, 2015-03-26)
SRDCF_code\SRDCF\libopencv_core.a (3590102, 2014-07-11)
SRDCF_code\SRDCF\libopencv_core.so (2009448, 2014-07-11)
SRDCF_code\SRDCF\libopencv_imgproc.a (3414242, 2014-07-11)
SRDCF_code\SRDCF\libopencv_imgproc.so (1830760, 2014-07-11)
SRDCF_code\SRDCF\load_video_info.m (803, 2017-04-11)
SRDCF_code\SRDCF\mexResize.cpp (1731, 2015-06-04)
SRDCF_code\SRDCF\mexResize.mexa64 (102795, 2015-06-04)
SRDCF_code\SRDCF\mexResize.mexw64 (55296, 2015-06-04)
SRDCF_code\SRDCF\mtimesx.c (55598, 2010-02-24)
SRDCF_code\SRDCF\mtimesx.m (12207, 2017-04-11)
SRDCF_code\SRDCF\mtimesx.mexa64 (263249, 2015-08-31)
SRDCF_code\SRDCF\mtimesx.mexw64 (321536, 2014-02-24)
SRDCF_code\SRDCF\mtimesx_build.m (16880, 2010-02-16)
SRDCF_code\SRDCF\mtimesx_RealTimesReal.c (295670, 2010-02-24)
SRDCF_code\SRDCF\mtimesx_sparse.m (3101, 2009-11-30)
SRDCF_code\SRDCF\MxArray.cpp (19883, 2015-06-04)
SRDCF_code\SRDCF\MxArray.hpp (36099, 2015-06-04)
SRDCF_code\SRDCF\opencv2\calib3d\calib3d.hpp (38377, 2012-07-03)
SRDCF_code\SRDCF\opencv2\contrib\contrib.hpp (39172, 2012-07-03)
SRDCF_code\SRDCF\opencv2\contrib\detection_based_tracker.hpp (2976, 2012-07-03)
... ...
This MATLAB code implements the SRDCF tracker [1].
Installation:
If the pre-compiled mexfiles do not work, the provided compilemex_[linux|windows] should compile them from the provided source code. Alternatively, you can try to modify them for your system.
Instructions;
* The "demo.m" script runs the tracker on the provided "Couple" sequence.
* The "run_SRDCF.m" function can be directly integrated to the Online Tracking Benchmark (OTB).
* The "run_SRDCF.m" contains the default parameters used to produce the results reported in the paper [1].
Contact:
Martin Danelljan
martin.danelljan@liu.se
Third party code used in the implementation of this tracker is:
* Piotrs image processing toolbox [2]
* mtimesx [3]
* opencv [4]
* lightspeed toolbox [5]
[1] Martin Danelljan, Gustav Hager, Fahad Shahbaz Khan and Michael Felsberg.
Learning Spatially Regularized Correlation Filters for Visual Tracking.
In Proceedings of the International Conference in Computer Vision (ICCV), 2015.
[2] Piotr Dollar.
"Piotr’s Image and Video Matlab Toolbox (PMT)."
http://vision.ucsd.edu/~pdollar/toolbox/doc/index.html.
[3] http://www.mathworks.com/matlabcentral/fileexchange/25977-mtimesx-fast-matrix-multiply-with-multi-dimensional-support
[4] http://opencv.org/
[5] http://research.microsoft.com/en-us/um/people/minka/software/lightspeed/
近期下载者：
相关文件：
收藏者：