This part of code is the research content during the student period. We distribute our library under the GNU-GPL license. If you use this library or the dataset, please cite our paper: [1] http://en.cnki.com.cn/Article_en/CJFDTotal-XXWX201712012.htm.
[2] https://doi.org/10.1016/j.ins.2019.02.043.
The information for trackers is listed in the file Trackers.txt.
The notes for the folders:
- All the tracking results used in [1] [2]are stored in the folders.
- The annotation files (bounding box and attributes) are in the folder '.\anno'.
- The folder '.\initOmit' contains the annotation of frames that are omitted for tracking initialization due to occlusion or out of view of targets.
- The tracking results will be stored in the folder '.\results'.
- The folder '.\rstEval' contains some scripts used to compute the tracking performance or draw the results.
- The folder '.\trackers' contains all the code for trackers
- The folder '.\tmp' is used to store some temporary results or log files.
- The folder '.\util' ontains some scripts used in the main functions.
1.Setup for trackers *platform: Windows *the 5 vivid trackers and TLD can only run on 32 bit Matlab *ASLA depends on vlfeat *BSBT, BT, SBT, CPF, Frag, KMS, SMS depend on opencv 1.0 *MIL depends on IPP 5.0 and opencv 1.0 *Struck depends on opencv 1.0 and Eigen library *LSK depends on MATLAB Compiler Runtime (MCR) 7.16 location: \toolbox\compiler\deploy\win32\MCRInstaller.exe *CXT depends on opencv 2.4 and the DLLS are included *VTD and VTS have GUI so that they cannot be included in our library 2.main functions * main_running.m is the main function for the tracking test - Note that OPE is the first trial of TRE - It also has the function to validate the results. * perfPlot.m is the main function for drawing performance plots. - It will call 'genPerfMat.m' to generate the values for plots. * drawResultBB.m is the main function for drawing bounding boxes (BBs) of different trackers on each frame 3.results
(1)跟踪的平均覆盖率
(2)不同影响因素对应的成功图和精度图
(3)9个算法跟踪12个视频的结果
If you find this project useful for your research, please use the following BibTeX entry.
@contact{15961708129@163.com,
title={Objects as Points},
author={Alin.Wang},
year={2017}
}