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图像边缘检测
说明: 编程实现小波的边缘检测算法,对图片的边缘处理(Edge Detection Algorithms of Wavelet Based on Programming)
- 2019-05-11 10:54:54下载
- 积分:1
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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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gmm
高斯混合模型的源代码。从文件中读取数据,用三个高斯混合模型进行处理(Gaussian mixture model of the source code. Read from the file data, using three Gaussian mixture model for processing)
- 2013-10-27 19:58:34下载
- 积分:1
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rectify-tutorial
matlab环境下的立体图像校正程序,目的是要消除例如图像对的垂直视差(matlab environment three-dimensional image correction procedures, such as the purpose is to eliminate the image of the vertical parallax)
- 2008-08-02 15:33:23下载
- 积分:1
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dvi
说明: 利用IDL语言编写程序 计算差值植被指数,包括波段的读取,波段数据的分块和指数计算(Using IDL language program to calculate the difference vegetation index, including the band read the sub-band data block and index calculation)
- 2021-04-02 20:09:06下载
- 积分:1
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kjunzhi
k均值聚类,聚为2类,结果显示散点图,红色十字表示聚类中心(K-means clustering, the class number is 2, and the results showed that the clustering center)
- 2012-05-31 13:14:01下载
- 积分:1
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shadow-removal
非常全面介绍了阴影检测算法以及如何去除阴影的算法,基本涵盖了该领域的所有知识点。(Is a comprehensive introduction to the shadow detection algorithm and how to remove the shadow of the algorithm, covering all the knowledge in the field point.)
- 2011-09-02 00:33:02下载
- 积分:1
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GA-FCM
遗传算法+FCM 用于SAR图像分类问题中,讲图分为两类或者三类~~~~~~~~~。(Genetic algorithm is used to SAR+ FCM image classification problem, speak figure divided into two classes or three kinds of ~ ~ ~ ~ ~ ~ ~ ~ ~.)
- 2021-03-17 18:19:21下载
- 积分:1
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watershedxibaofenge
基于MATLAB,使用分水岭的细胞分割方法,同时可以利用这方法,进行细胞计数(Based on MATLAB, the use of watershed cell segmentation method, at the same time can make use of this method, the cell count
)
- 2021-01-30 12:18:38下载
- 积分:1
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WNNM_MC_code
对于低水平的视觉情况下,加权核规范最小化算法及其应用。(Weighted Nuclear Norm Minimization and Its Applications to Low Level Vision)
- 2020-11-26 01:19:31下载
- 积分:1