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HOG-adaboost

于 2014-04-09 发布 文件大小:9809KB
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代码说明：

  HOG adaboost pedestrian-detect

文件列表：

HOG adaboost行人检测
....................\@crossvalidation
....................\................\CatFold.m,1162,2008-05-07
....................\................\crossvalidation.m,996,2008-05-07
....................\................\GetFold.m,1008,2008-05-07
....................\................\Initialize.asv,2403,2008-05-07
....................\................\Initialize.m,2400,2008-05-07
....................\@tree_node_w
....................\............\calc_output.asv,1399,2010-12-06
....................\............\calc_output.m,1399,2010-12-06
....................\............\do_learn_nu.asv,4941,2010-12-06
....................\............\do_learn_nu.m,4880,2010-12-06
....................\............\get_dim_and_tr.asv,1744,2008-05-07
....................\............\get_dim_and_tr.m,1964,2008-05-07
....................\............\train.asv,3665,2010-12-06
....................\............\train.m,3665,2010-12-06
....................\............\tree_node_w.m,1103,2010-11-25
....................\BinHOGFeature.m,1367,2010-12-01
....................\Classify.m,1345,2010-12-06
....................\GentleAdaBoost.m,3220,2010-11-30
....................\HOGGradient.m,972,2010-12-01
....................\ImgHOGFeature.m,2956,2010-12-02
....................\ImgHOGFeature3.m,2954,2010-12-08
....................\neg





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....................\...\167.png,6549,2010-12-22

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  • m11
    混合高斯(Mixture of Gaussian, MOG) 背景建模算法和Codebook 背景建模算法被广泛应用于监控视频的运动目标检测问题, 但混合高斯的球体模型通常假设RGB 三个分量是独立的, Codebook 的圆柱体模型假设背景像素值在圆柱体内均匀分布且背景亮度值变化方向指向坐标原点, 这些假设使得模型对背景的描述能力下降. 本文提出了一种椭球体背景模型, 该模型克服了混合高斯球体模型和Codebook 圆柱体模型假设的局限性, 同时利用主成分分析(Principal components analysis, PCA) 方法来刻画椭球体背景模型, 提出了一种基于主成分分析的Codebook 背景建模算法. 实验表明, 本文算法不仅能够更准确地描述背景像素值在RGB 空间中的分布特征, 而且具有良好的鲁棒性.(The background modeling algorithm of mixture of Gaussian (MOG) and codebook is widely used in moving object detection of surveillance video. However, the ball model of MOG usually assumes that the three components of RGB are independent, while the cylinder model of codebook assumes that the value of background pixel is distributed uniformly within the cylinder and the changing direction of brightness points to the origin of the coordinate system. These assumptions reduce the descriptive capability for background modeling. Therefore, the paper proposes an ellipsoid- based background model, which overcomes the MOG and codebook0s limitations. By using principal component analysis to depict the ellipsoid background model, a novel PCA-based codebook background modeling algorithm is proposed. Experiments show that this algorithm can not only give more accurate description of the distribution of background pixels but also have a better robustness.)
    2014-04-15 11:11:55下载
    积分：1
  • weina
    本代码可以实现图像的维纳滤波，经过调试无错误，对于学习图像处理有较好帮助。(This code can achieve the image filtering, error-free through the debugging, better for learning image processing help.)
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    积分：1
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    基于meanshift算法的目标跟踪，主要是基于opencv车辆跟踪！！！程序当中进行简单的图像分割(Based on the meanshift algorithm of image segmentation and target tracking.)
    2013-08-21 10:45:45下载
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  • bgslibrary_x86_v1.9.2
    bgslibrary_x86_v1.9.2,是MFC的实现文件，包含37种背景减除算法，对于做目标提取的研究非常有用。(The BGSLibrary was developed by Andrews Sobral and provides an easy-to-use C++ framework based on OpenCV to perform background subtraction (BGS) in videos. )
    2015-12-22 20:33:52下载
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    遥感专业摄影测量方向相邻影像同名点匹配的程序，可交互界面，可人工选点(Professional Photography Program sensing images of the same name adjacent to the measuring direction point matching, interactive interface that can be manually selected point)
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    实现巴特沃斯低通滤波器的小程序，大家看看能不能参考一下。(Butterworth low-pass filter program, see if you can refer to.)
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    此程序实现二十四位BMP到八位BMP图像的转换(this program to 24 BMP eight BMP image conversion)
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    2010-12-07 14:00:01下载
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