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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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watershed_demo
说明: 基于matlab软件分水岭方法的图像分割处理技术(Image segmentation processing technology based on watershed method in matlab software)
- 2019-11-25 19:01:53下载
- 积分:1
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Epilepsy-EEG-report---
在学习了数字信号处理、信号与系统、建模与仿真及其医学应用等课程的基础上,
学习一类典型的生物医学信号--脑电的测取、FFT 频谱分析、以及应用数字滤波方法提
取脑电的频带(8-13Hz)信号及其特性分析。(Epilepsy section of the brain wave extraction and analysis of characteristics of the course design report
)
- 2011-11-14 12:54:00下载
- 积分:1
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Multi-looks-T3
对全极化数据进行多视处理,针对T矩阵,C语言编写。(Multi-look of PolSAR)
- 2011-07-16 09:18:56下载
- 积分:1
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32606208arnold~DFT
基于dft的数字水印算法,希望对大家有用(this is good)
- 2012-12-18 11:07:05下载
- 积分:1
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fengleihebing
本人用matlab自己做的图像分裂合并程序,主要对印章图像进行处理.(own image split the merger process, mainly to seal image processing.)
- 2006-10-19 13:28:51下载
- 积分:1
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Compression
this is a program for image compression
- 2012-04-09 23:06:41下载
- 积分:1
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bilinear_zoom
说明: 利用双线性插值法,来对图像进行放大或者缩小的操作(Bilinear interpolation is used to enlarge or shrink the image)
- 2020-05-04 14:12:54下载
- 积分:1
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Floyd-Steinberg
最经典的弗洛伊德加网算法.图像半色调处理,在印刷纺织等相关领域进行图像的加网计算,而已实现二值化(halftone )
- 2017-03-21 15:34:30下载
- 积分:1
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region_growing123
图像分割matlab代码,区域生长,效果很好(Image segmentation matlab code, region growing)
- 2011-06-19 16:32:06下载
- 积分:1