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Description: phog算法的matlab实现，hog特征用于对象识别，比如人脸识别、人体识别。-phog algorithm matlab achieve, hog characteristics for object recognition, such as face recognition, human identification.
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Size: 17408 |
Author: luandayong |
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Description: Hog try I try to implement hog descriptor
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Size: 1330176 |
Author: RidvanDongelci |
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Description: 1.GeometricContext文件是完成图片中几何方向目标分类。
参考文献《Automatic Photo Pop-up》Hoiem 2005
2 GrabCut文件是完成图像中目标交互式分割
参考文献《“GrabCut” — Interactive Foreground Extraction using Iterated Graph Cuts》
C. Rother 2004
3 HOG文件是自己编写的根据HOG特征检测行人的matlab代码
4 虹膜识别程序是下载的一个通用的虹膜识别程序，可以运行
5 GML_AdaBoost_Matlab_Toolbox是一个很好用的adaboost matlab工具箱
6 libsvm-mat-2.91-1 是用C编写的改进的SVM程序，代码质量很高，提供了matlab接口
7 SIFT_Matlab 是编写的利用sift特征进行的宽基线匹配，代码质量高
8 FLDfisher 是利用fisher 线性降维方法进行人脸识别-1.GeometricContext file is complete the picture in the geometric direction of target classification. References " Automatic Photo Pop-up" Hoiem 2005 2 GrabCut the target file is an interactive segmentation of image reference " " GrabCut " - Interactive Foreground Extraction using Iterated Graph Cuts" C. Rother 2004 3 HOG documents prepared under their own HOG Characteristics of pedestrian detection matlab code 4 iris recognition process is to download a general iris recognition program, you can run 5 GML_AdaBoost_Matlab_Toolbox is a good use of adaboost matlab toolbox 6 libsvm-mat-2.91-1 is written in C to improve the SVM procedures, code of high quality, provides a matlab interface to 7 SIFT_Matlab is prepared for the use of sift features a wide baseline matching, the code is the use of high quality 8 FLDfisher fisher linear dimension reduction method for face recognition
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Size: 6918144 |
Author: 张数 |
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Description: Matlab HOG exercise matlab svm learning
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Size: 4860928 |
Author: kirill |
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Description: 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.
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Size: 14336 |
Author: 邵文 |
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Description: 为了准确地对监控场景中的运动目标进行语义上的分类，提出了一种基于聚类的核主成分分析梯度方向直方图和二又决策树支持向量机的运动目标分类算法。-In order to accurately monitor the movement of scene targets semantic classification, the clustering based on kernel principal component analysis of gradient direction histograms, and two and a support vector machine decision tree classification algorithm of moving objects.
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Size: 544768 |
Author: piano |
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Description: 在matlab上HOG分类后，与SVM一起分类，测试，判别-classfy the testing and finally train the trafficsigns
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Size: 3072 |
Author: 罗婷婷 |
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Description: 利用matlab实现hog特征提取与SVM分类方法 用来识别人车与背景-Using matlab nonlinear SVM classification feature extraction and HOG achieve background test vehicles
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Size: 8460288 |
Author: 刘彧 |
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Description: matlab实现hog+svm图像二分类(Matlab implementation of hog and svm images two categories)
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Size: 911360 |
Author: hero2015
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Description: hog+svm的Demo，实测可以运行，搭配INRIA图片集准确率为0.96.
不足：直接把图片缩小为64*128来检测，window的滑动没有。(the demo of HOG+SVM, could run,;
not enough: it resize image to 64*128. the window have no slide.)
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Size: 512000 |
Author: 赤子
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Description: 这文件夹包含了，hog特征提取，多类SVM分类器，数据库，图像识别(This folder contains the hog feature extraction, multi class SVM classifier, database, image recognition)
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Size: 56462336 |
Author: HQ_Xie
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Description: 使用了两种方法实现人脸识别：hog+svm，KNN(Two methods are used to implement face recognition: hog+svm, KNN)
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Size: 39936 |
Author: xuhongxh123
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Description: 基于码本（codebook）的背景建模的背景差分法+级联基于LBK或haar的adaboost和基于hog的svm分类器+快速hough圆变换进行人头识别+基于区域特征的目标跟踪算法。(编程)
AdaBoost是一种增强性机器学习算法，它用于把弱分类器联合成强分类器；SVM本身就是(Background modeling based on codebook (codebook) background difference method + cascade based on LBK or Haar AdaBoost and hog based SVM Classifier + fast Hough circle transform for human head recognition + target tracking algorithm based on regional characteristics.)
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Size: 1024 |
Author: 神万心 |
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Description: 基于码本（codebook）的背景建模的背景差分法+级联基于LBK或haar的adaboost和基于hog的svm分类器+快速hough圆变换进行人头识别+基于区域特征的目标跟踪算法。(编程)(Background modeling based on codebook (codebook) background difference method + cascade based on LBK or Haar AdaBoost and hog based SVM Classifier + fast Hough circle transform for human head recognition + target tracking algorithm based on regional characteristics.)
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Size: 1024 |
Author: 神万心 |
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Description: 基于码本（codebook）的背景建模的背景差分法+级联基于LBK或haar的adaboost和基于hog的svm分类器+快速hough圆变换进行人头识别+基于区域特征的目标跟踪算法。(编程)
AdaBoost是一种增强性机器学习算法(Background modeling based on codebook (codebook) background difference method + cascade based on LBK or Haar AdaBoost and hog based SVM Classifier + fast Hough circle transform for human head recognition + target tracking algorithm based on regional characteristics.)
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Size: 1024 |
Author: 神万心 |
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Description: 基于码本（codebook）的背景建模的背景差分法+级联基于LBK或haar的adaboost和基于hog的svm分类器+快速hough圆变换进行人头识别(Background modeling based on codebook (codebook) background difference method + cascade based on LBK or Haar AdaBoost and hog based SVM Classifier + fast Hough circle transform for human head recognition + target tracking algorithm based on regional characteristics.)
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Size: 2048 |
Author: 神万心 |
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Description: 基于码本（codebook）的背景建模的背景差分法+级联基于LBK或haar的adaboost和基于hog的svm分类器+快速hough圆变换进行人头识别+基于区域特征的目标跟踪算法。(编程)
AdaBoost是一种增强性机器学习算法，它用于把弱分类器联合成强分类分类器(Background modeling based on codebook (codebook) background difference method + cascade based on LBK or Haar AdaBoost and hog based SVM Classifier + fast Hough circle transform for human head recognition + target tracking algorithm based on regional characteristics.)
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Size: 2048 |
Author: 神万心 |
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Description: 输入训练样本集和测试样本集，通过提取HOG然后用SVM实现分类。(Input training samples and test samples, extract HOG and implement classification with SVM.)
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Size: 1024 |
Author: 韩德盛 |
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Description: 利用hog提取特征输入到svm分类器中，适用于新手(Using hog extraction feature input to svm classifier, suitable for novices)
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Size: 12761088 |
Author: turrity |
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Description: 基于hog特征的svm的图像分类识别，matlab程序(Image classification and recognition based on hog-svm)
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Size: 509952 |
Author: fire008 |
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