文件名称:SVM
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Hog+SVM是速度和效果综合平衡性能较好的一种行人检测方法。后来,虽然很多研究人员也提出了很多改进的行人检测算法,但基本都以该算法为基础框架。因此,Hog+SVM也成为一个里程表式的算法被写入到OpenCV中。在OpenCV2.0之后的版本,都有Hog特征描述算子的API,而至于SVM,早在OpenCV1.0版本就已经集成进去了;OpenCV虽然提供了Hog和SVM的API,也提供了行人检测的sample,遗憾的是,OpenCV并没有提供样本训练的sample。这也就意味着,很多人只能用OpenCV自带的已经训练好的分类器来进行行人检测。然而,OpenCV自带的分类器是利用Navneet Dalal和Bill Triggs提供的样本进行训练的,不见得能适用于你的应用场合。因此,针对你的特定应用场景,很有必要进行重新训练得到适合你的分类器。本文的目的,正在于此。
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下载文件列表
压缩包 : SVM_Train_Predict_HOG.rar 列表 SVM_Train_Predict_HOG/Debug/SVM_Train_Predict_HOG.exe SVM_Train_Predict_HOG/Debug/SVM_Train_Predict_HOG.ilk SVM_Train_Predict_HOG/Debug/SVM_Train_Predict_HOG.pdb SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/00000.jpg SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/1.png SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/2.png SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/2007_000423.jpg SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/3.png SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/4.png SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/5.png SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/cl.command.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/CL.read.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/CL.write.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link-cvtres.read.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link-cvtres.write.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.10128-cvtres.read.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.10128-cvtres.write.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.10128.read.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.10128.write.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.10220-cvtres.read.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.10220-cvtres.write.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.10220.read.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.10220.write.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.10948-cvtres.read.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.10948-cvtres.write.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.10948.read.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.10948.write.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.11976-cvtres.read.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.11976-cvtres.write.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.11976.read.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.11976.write.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.2004-cvtres.read.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.2004-cvtres.write.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.2004.read.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.2004.write.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.2472-cvtres.read.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.2472-cvtres.write.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.2472.read.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.2472.write.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.4720-cvtres.read.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.4720-cvtres.write.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.4720.read.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.4720.write.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.5180-cvtres.read.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.5180-cvtres.write.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.5180.read.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.5180.write.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.5408-cvtres.read.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.5408-cvtres.write.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.5408.read.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.5408.write.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.7256-cvtres.read.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.7256-cvtres.write.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.7256.read.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.7256.write.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.8088-cvtres.read.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.8088-cvtres.write.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.8088.read.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.8088.write.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.8424-cvtres.read.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.8424-cvtres.write.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.8424.read.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.8424.write.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.8620-cvtres.read.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.8620-cvtres.write.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.8620.read.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.8620.write.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.8960-cvtres.read.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.8960-cvtres.write.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Debug/link.8960.read.1.tlog SVM_Train_Predict_HOG/SVM_Train_Predict_HOG/Deb
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