HOG-LBP-detection

代码说明：

  该程序分别提取正负样本图像的HOG和LBP特征，利用支持向量机进行样本训练，得到行人分类器。利用训练好的分类器进行检测，实验结果表明，该方法可以有效检测出图像中的行人，并达到了较好的检测结果。(A novel approach based on combining Histogram of oriented gradients (HOG) and LocalBinary Pattern(LBP) is suggested in the program.Also liner SVM is acted as the classifier,and the experiment suggests that the method can better deal with human detection.)

文件列表：

HOG-LBP detection
.................\compareAll.m,815,2011-07-21
.................\Demotest.m,650,2011-07-15
.................\Demotrain.m,995,2011-07-15
.................\hogcalculator.m,1748,2011-07-12
.................\hogfeat.m,16121,2011-07-15
.................\HOGGradient.m,725,2008-12-19
.................\HOGSVM1.m,795,2011-07-15
.................\HOG_LBP.m,276,2011-07-19
.................\HOG_LBPSVM1.m,869,2011-07-15
.................\LBP.m,1170,2011-07-12
.................\lbp_com.m,374,2011-07-12
.................\location.m,1166,2011-07-19
.................\main.m,637,2011-07-21
.................\make.m,279,2011-07-26
.................\max_per5.m,284,2011-07-20
.................\realdetection.m,2546,2011-07-30
.................\rectangleonimage.m,1908,2011-07-26
.................\SVM2.m,2452,2011-07-16
.................\test.m,1060,2011-07-26
.................\winslide.m,524,2011-07-19