文件名称:基于CSRT算法的目标跟踪
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- 上传时间：2019-12-13
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文件大小：1.46mb
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本项目为基于CSRT算法的目标跟踪，使用C++书写，需使用opencv3.4.1及以上版本。已经测试完毕，下载后直接修改opencv路径即可运行。可根据需要自行替换测试视频进行跟踪
关于CSRT的介绍：
In the Discriminative Correlation Filter with Channel and Spatial Reliability (DCF-CSR), we use the spatial reliability map for adjusting the filter support to the part of the selected region from the frame for tracking. This ensures enlarging and localization of the selected region and improved tracking of the non-rectangular regions or objects. It uses only 2 standard features (HoGs and Colornames). It also operates at a comparatively lower fps (25 fps) but gives higher accuracy for object tracking.
关于CSRT的介绍：
In the Discriminative Correlation Filter with Channel and Spatial Reliability (DCF-CSR), we use the spatial reliability map for adjusting the filter support to the part of the selected region from the frame for tracking. This ensures enlarging and localization of the selected region and improved tracking of the non-rectangular regions or objects. It uses only 2 standard features (HoGs and Colornames). It also operates at a comparatively lower fps (25 fps) but gives higher accuracy for object tracking.
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下载文件列表
压缩包 : CSRTtracker.zip 列表 CSRTtracker/ CSRTtracker/CSRTtracker.cpp CSRTtracker/CSRTtracker.vcxproj CSRTtracker/CSRTtracker.vcxproj.filters CSRTtracker/CSRTtracker.vcxproj.user CSRTtracker/videos/ CSRTtracker/videos/chaplin.mp4 CSRTtracker/x64/ CSRTtracker/x64/Debug/ CSRTtracker/x64/Debug/CSRTtracker.log CSRTtracker/x64/Debug/CSRTtracker.obj CSRTtracker/x64/Debug/CSRTtracker.tlog/ CSRTtracker/x64/Debug/CSRTtracker.tlog/CL.command.1.tlog CSRTtracker/x64/Debug/CSRTtracker.tlog/CL.read.1.tlog CSRTtracker/x64/Debug/CSRTtracker.tlog/CL.write.1.tlog CSRTtracker/x64/Debug/CSRTtracker.tlog/CSRTtracker.lastbuildstate CSRTtracker/x64/Debug/CSRTtracker.tlog/link.command.1.tlog CSRTtracker/x64/Debug/CSRTtracker.tlog/link.read.1.tlog CSRTtracker/x64/Debug/CSRTtracker.tlog/link.write.1.tlog CSRTtracker/x64/Debug/vc140.idb CSRTtracker/x64/Debug/vc140.pdb
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