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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
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GraphCut
图像分割经典算法GraphCut的实现代码,亲测可用。(An implementation of GraphCut Algorithm, which is a classical method in image segmentation field.)
- 2020-09-29 17:27:43下载
- 积分:1
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daima
对矩形件的排样过程进行编码实现,通过visual c++(layout problem)
- 2015-01-15 01:06:00下载
- 积分:1
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089
说明: 图片马赛克效果图片马赛克效果图片图片马赛克效果马赛克效果(Photo mosaic picture image photo mosaic mosaic mosaic)
- 2011-04-05 22:18:45下载
- 积分:1
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101259371chat
说明: 图像检索的的基于语义的图像检索 纹理图像检索 图像的特征提取方法(Image Retrieval of semantic-based image retrieval image retrieval image texture feature extraction methods)
- 2008-12-04 10:33:34下载
- 积分:1
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直线段检测算法EDLines C++实现 EDTest-VS2010
直线段检测算法EDLines C++实现(EDLines C++ Opencv lins segment detection)
- 2020-07-05 10:00:01下载
- 积分:1
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Region-Dense
基于区域的稠密立体匹配方法(论文)
关键词:种子点;区域增长;稠密匹配(Based on Region Dense Three—dimensional Match Method)
- 2012-03-16 11:24:09下载
- 积分:1
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KMeans-with-opencv
k均值分类在遥感影像中的应用,完整的c++代码,注释详细易懂,并且已经验证过(k-means classification in remote sensing images in the application, complete c++ code, comments, detailed and easy to understand, and have been verified)
- 2021-01-24 20:28:37下载
- 积分:1
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text1
对数字图像的处理、灰度化等,对数字图像进行基本的操作与处理(Basic digital image manipulation and processing of digital image processing, gray,)
- 2013-03-27 10:20:40下载
- 积分:1
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ColorImageProcessing
一种基于non-sample的纹理合成demo,程序性能还有待优化,效果还不错.(texture synthesis demo.)
- 2013-09-27 22:53:20下载
- 积分:1