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为了更有效地提取图像的局部特征,提出了一种基于2维偏最小二乘法(two—dimensional partial least square,2DPLS)的图像局部特征提取方法,并将其应用于面部表情识别中。该方法首先利用局部二元模式(1ocal binary pattern,LBP)算子提取一幅图像中所有子块的纹理特征,并将其组合成局部纹理特征矩阵。由于样本图像 被转化为局部纹理特征矩阵,因此可将传统PLS方法推广为2DPLS方法,用来提取其中的判别信息。2DPLS方法 通过对类成员关系矩阵的构造进行相应的修改,使其适应样本的矩阵形式,并能体现出人脸局部信息重要性的差 异。同时,对于类成员关系协方差矩阵的奇异性问题,也推导出了其广义逆的解析解。基于JAFFE人脸表情库的 实验结果表明,该方法不但可以有效地提取图像局部特征,并能取得良好的表情识别效果。-To better the image of the local feature extraction, a partial least squares method based on 2D (two-dimensional partial least square, 2DPLS) image local feature extraction method, and applied to facial expression recognition. In this method, use of local binary pattern (1ocal binary pattern, LBP) operator extracts an image texture features of all sub-blocks, and their combination into the local texture feature matrix. As the sample image Be translated into the local texture feature matrix, so the traditional PLS method can be generalized to 2DPLS method used to extract the identification information. 2DPLS method Through the class membership matrix in the corresponding modifications to adapt the sample matrix, and can reflect the importance of face poor local information Different. Meanwhile, members of the class covariance matrix of the singular relations issues, also derived the generalized inverse of the analytical solution. Based on the JAFFE facial expression database
Date : Size : 308kb User : MJ

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MATLAB6.5的电子版本,辅助图像处理,本书涉及到了MATLAB图像处理的大部分应用。-MATLAB6.5 electronic version, assisted image processing, the book relates to the MATLAB image processing of most applications.
Date : Size : 8.1mb User : luoderong

MATLAB 6.0高级应用:图形图像处理 附:MATLAB图像处理命令-MATLAB 6.0 Advanced Application: Graphic Image attached: MATLAB image processing commands
Date : Size : 33.19mb User : 苏晓梅

matlab 图像处理教程,对于matlab入门者很有用-matlab photo
Date : Size : 6.12mb User : suyang

Digital Image Processing Using Matlab ebook
Date : Size : 5.17mb User : serhatb

介绍了常用的MATLAB 图像处理命令,并用实例说明用法-Describes commonly used MATLAB image processing commands, and use examples of usage
Date : Size : 415kb User : Wu Zhongsheng

matlab图像处理命令大全 是一个较入门的图像处理指令合集-matlab image processing command Daquan is a more entry-collection of image processing instructions
Date : Size : 443kb User : 李大伟

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基于分水岭算法图像分割相关论文,都是PDF文件的。-Image segmentation based on watershed-related papers are PDF files.
Date : Size : 4.29mb User : 二维

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matlab6.x图像处理书籍 仅供参考 MATLAB 图像处理-matlab6.x MATLAB image processing image processing books for reference only
Date : Size : 8.35mb User : aa

本文论述了图像压缩技术的发展和标准, 介绍了几种常用经典图像压缩方法和现代压缩的算法及应用情况, 有 机的结合现有的研究方法才能解决图像压缩的众多问题。-This article discusses the development of image compression technology and standards, the authors introduced some classic and modern compression image compression algorithm and application of organic methods combined with the existing image compression can be resolved many issues.
Date : Size : 54kb User : hanzhishang

将matlab图像处理的一些命令函数,可用于图像处理的一些运算-The matlab image processing function of some commands can be used for some image processing operations
Date : Size : 417kb User : 宋丹

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MATLAB 《R2008数字图像处理与分析实例教程》 赵淑兰著 这本书上附带的matlab源代码-MATLAB " R2008 digital image processing and analysis of examples tutorial" Zhao Shulan for this book with the matlab source code
Date : Size : 1.4mb User : jinzhiyan

基于小波变换图像压缩软件的实现,是一篇论文。关于matlab图像压缩的论文。-Wavelet image compression software to achieve, is a paper. Matlab image compression on paper.
Date : Size : 259kb User : 杨军

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这主要是一些课程文档是关于MATLAB神经网络应用设计的,有图像处理相关的,还有编程指导-the book of MATlab which is related with image recognition and MATLAB programing
Date : Size : 30.02mb User : 付平

How to learn matlab.
Date : Size : 11.11mb User : Miroslav

这是一个英文版的使用scilab进行图像处理教程。与MATLAB类似,SCILAB也是一种科学工程计算软件,其数据类型丰富,可以很方便地实现各种矩阵运算与图形显示,能应用于科学计算、数学建模、信号处理、决策优化、线性/非线性控制等各个方面。-This is an English version to use scilab image processing tutorial. Similar with MATLAB, SCILAB is also a science and engineering calculation software, data types can easily achieve a variety of matrix operations and graphics display, can be used in scientific computing, mathematical modeling, signal processing, decision optimization, linear/nonlinear control and other aspects.
Date : Size : 2.77mb User : 风行

An Introduction to Digital Image Processing with Matlab Alasdair McAndrew
Date : Size : 3.64mb User : Doxiao

应用MATLAB语言处理数字信号与数字图像:详细介绍了MATLAB中数字信号与数字图像处理工具箱函数,并根据相关实例,阐述其具体用法-MATLAB language digital signal processing and digital image: MATLAB Digital Signal and Digital Image Processing Toolbox function in accordance with the relevant instance, described their specific usage
Date : Size : 18.3mb User : 宋飞

Matlab code for image processing first formation for user matlabe programing
Date : Size : 4kb User : Abdelkader

Digital image processing by MATLAB
Date : Size : 8.03mb User : Sam
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