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基于HOG和SVM的行人检测,自己调试过,效果还不错。-Pedestrian detection
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使用HOG(梯度直方图算法)进行行人检测,算法来自05年CVPR上的一篇论文-Use HOG (Histogram gradient algorithm) pedestrian detection algorithm CVPR paper 2005 on
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一个简单的基于HOG的行人检测程序,MATLAB编写,其中read me文--A simple HOG based pedestrian detection program, MATLAB write, read me the document which explains in some detail.
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运动目标检测,可以很清晰的实现行人检测,并可以用矩形标注出来-Motion pedestrian detection code
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基于加权主成分分析(PCA)的人体检测算法,matlab程序-weighted PCA for pedestrian detection
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MIT行人数据库,共924张行人图片,原来是PPM格式,很多人找不到转换工具,这里已转换成JPG。该数据库只含正面和背面两个视角,无负样本,未区分训练集和测试集。-MIT pedestrian dataset of JPG format, for pedestrian detection application.
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分为行人检测,特征提取,行人跟踪三步,其中最主要的代码也是这个代码的中心是行人跟踪这一部分,我采用的是kalman滤波器进行行人下一帧位置的预测,可以很好的提高行人跟踪的鲁棒性,跟踪结果比较准确。-Into pedestrian detection, feature extraction, pedestrian tracking steps, which is the center of the main code of the code is pedestrian tracking this
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利用hog特征向量进行行人检测opencv visual2010(入门)-Use hog feature vectors detect pedestrians opencv visual2010 (entry)
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该代码是通过opencv来实现结合hog和lbp特征,通过支持向量机来进行分类决策时实现行人的检测代码,有兴趣的同学可以下载参考下!-The code is done by opencv combined with the feature of hog and LBP, by support vector machine (SVM) classification decisions to achieve the pedestrian detection code, students are in
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基于非参数核密度估计的EM算法,对行人图像进行检测。内附红外行人图像。-EM based on non-parametric kernel estimation. Pedestrian detection. With images inside.
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lbp 源码详细讲解了lbp的过程,值得一看-lbp his code is well commented, which enables the adjusting of the HOG parameters. This code was developed for the work: O. Ludwig, D. Delgado, V. Goncalves, and U. Nunes, Trainable Classifier-Fusion Schemes: An Application To
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hog训练和分类的程序,hog特征可以用于行人检测,这个程序包括训练和分类
欢迎下载-hog training and classification procedures, hog feature can be used for pedestrian detection, this program includes training and classification
Welcome to download
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基于opencv2.4.1和vs2013的行人检测,利用天traincascade训练分类器。-pedestrian detection
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Joint Deep Learning for Pedestrian Detection的实现- the article Joint Deep Learning for Pedestrian Detection,MATLAB code
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opencv实现行人检测的代码程序,适合初学者!可以适当更改!-Opencv pedestrian detection technology
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行人检测中的HoG和HoG-LBP算法的对比试验。-Pedestrian Detection comparative test HoG and HoG-LBP algorithm.
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DeepLearnToolbox_CNN_lzbV2.0
深度学习,卷积神经网络,Matlab工具箱
参考文献:
[1] Notes on Convolutional Neural Networks. Jake Bouvrie. 2006
[2] Gradient-Based Learning Applied to Document Recognition. Yann LeCun. 1998
[3] https://github.com/rasmusberg
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CNN - 主程序
参考文献:
[1] Notes on Convolutional Neural Networks. Jake Bouvrie. 2006
[2] Gradient-Based Learning Applied to Document Recognition. Yann LeCun. 1998
[3] https://github.com/rasmusbergpalm/DeepLearnToolbox
作者:陆振波
电子
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Pedestrian detection algorithm-ACF
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HOG+kalman结合的行人检测,vs2013+opencv249,希望对大家有帮助-HOG KALMAN pedestrian detection,I think it is very useful,thank you
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