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本文件是关于独立成分分析的文章,对与盲水印检测和提取有帮助,值得一看。-This document is an article on the Independent Component Analysis for blind watermark detection and extraction with the help, worth a visit.
Update : 2024-05-20 Size : 2409472 Publisher : songziqi

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本文首先概述了独立成分分析与盲信号分离, 主成分分析的关系, 然后系统地介绍了该技术的基本概念和数据模型, 对现今比较流行的各种独立成分分析算法进行了剖析和总结。最后对独立成分分析的发展及应用前景作了展望-In this paper, an overview of independent component analysis and blind signal separation, principal component analysis of the relationship, and then systematically introduces the basic concept of the technology and data models for today' s more popular variety of independent component analysis algorithm is analyzed and summarized. Finally, independent component analysis of the development and application prospects are described
Update : 2024-05-20 Size : 212992 Publisher : lisanfeng

一共包含了5个ICA的算法,其中: fastica.m文件中的ICA算法是基于负熵的; m_fastica.m文件中的ICA算法是基于负熵的改进算法; fastica_kurt.m文件中的ICA算法是基于峭度的; fastica_ML.m文件中的ICA算法是基于互信息的; NLPCA.m文件中的ICA算法是基于非线性PCA的。-Contains a total of five ICA algorithm, in which: fastica.m file in the ICA algorithm is based on negative entropy m_fastica.m file in the ICA algorithm is based on negative entropy of the improved algorithm fastica_kurt.m file in the ICA algorithm is Based on Kurtosis fastica_ML.m file in the ICA algorithm is based on mutual information NLPCA.m file in the ICA algorithm is based on nonlinear PCA' s.
Update : 2024-05-20 Size : 5120 Publisher : nifeng

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关于独立成分分析的一个ppt,这个ppt对独立成分分析的介绍很全面,从原理,到算法实现都很清楚,希望对大家有所帮助!-With regard to independent component analysis, a ppt, the ppt presentation on independent component analysis is very comprehensive, from the principle, to the algorithm are well aware, we want to help!
Update : 2024-05-20 Size : 776192 Publisher : guorong du

jade diagonalization method ICA
Update : 2024-05-20 Size : 35840 Publisher : abah

Demo of some Garch models, include ugarch, dcc-garch, ica-garch, and neural network garch, and ica-nn-garch. the last two model are proposaed by me
Update : 2024-05-20 Size : 113664 Publisher : harry

matlabICA
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基于负熵最大的独立分量分析算法,可以将独立的混合信号分离-Based on the negative entropy of the largest independent component analysis algorithm can be a separate mixed-signal separation
Update : 2024-05-20 Size : 1024 Publisher : 王世栋

Matlab环境下的基于独立分量分析(ICA)算法,信号处理,非常重要!--Matlab environment based on the independent component analysis (ICA) algorithm, signal disposal , very important!
Update : 2024-05-20 Size : 1024 Publisher : ganju

This a Bayesian ICA algorithm for the linear instantaneous mixing model with additive Gaussian noise.-This is a Bayesian ICA algorithm for the linear instantaneous mixing model with additive Gaussian noise.
Update : 2024-05-20 Size : 579584 Publisher : Vladimir

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非负矩阵分解法,这一种新型的子空间分解方法,增加了非负性约束,比PCA、ICA更有效-Non-negative matrix factorization method, which a new type of sub-space decomposition method, an increase of non-negative constraint, compared with PCA, ICA is more efficient
Update : 2024-05-20 Size : 1024 Publisher : 刘文娅

这些是一些matlab代码对应书籍Imperialist Competitive Algorithm (ICA)" 的。-These files are the MATLAB code for "Imperialist Competitive Algorithm (ICA)" which in some papers is referred by "Colonial Competitive Algorithm CCA".
Update : 2024-05-20 Size : 12288 Publisher : 王小明

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FastICA固定点算法软件包,包括原始图像数据和相应的MATLAB程序,是独立分量分析(ICA)学习者难得的宝贵学习资源-FastICA
Update : 2024-05-20 Size : 10727424 Publisher : 肖刘

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一个基于ICA的图像分离算法的MATLAB程序,包含了文章,几个源程序,和说明文档。-An ICA-based image separation algorithm MATLAB program, contains articles, a few source code, and documentation.
Update : 2024-05-20 Size : 220160 Publisher : 陈通

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独立成分分析(ICA,Independent Component Correlation Algorithm)简介- FastICA programs: FASTICAG - Graphical user interface for FastICA FASTICA - command line version of FastICA
Update : 2024-05-20 Size : 36864 Publisher : tuo

10杆桁架结构优化程序,使用最新的帝国竞争算法。请求多多加点数-10 bar truss optimization, very powerful source code, using imperilist competition algorithm.
Update : 2024-05-20 Size : 47104 Publisher : 王兆亮

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独立分量分析是20世纪末发展起来的一类多通道信号分解方法,是信号处理技术发展中的一项前沿热点。這些論文介绍预备知识。供从事信号处理的科技工作者自学或进修选用。... -Independent component analysis is developed in the late 20th century a class of multi-channel signal decomposition method is signal processing technology in the development of a cutting-edge hot spot. These papers introduced the prior knowledge. For scientists engaged in signal processing, or learning self-selection. ...
Update : 2024-05-20 Size : 1343488 Publisher : Dephiroth

经典的fast ICA程序,用于盲信号的分离,希望能够对大家有帮助!-Classic fast ICA program for the separation of the spread, hoping to help!
Update : 2024-05-20 Size : 33792 Publisher : wangxia

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独立成分分析(Independent Component Analysis, ICA)是近年来发展起来的一种有效的盲分离技术,最早是由法国学者Herault和Jutten于1986年提出。ICA方法的提出最初是用来解决“鸡尾酒会”问题,其过程可以归纳为,在源信号与传输通道参数均未知的情况下,仅根据源信号的统计特性,出现测信号恢复出源信号。ICA分析的关键在于根据一定的优化准则建立描述输出信号独立程度的优化判据,即目标函数,并设计相应的优化算法,寻求最优的分离矩阵,使得输出信号中各分量尽可能相互独立。采用ICA方法对信号进行盲分离时,可避免过多地受大能量噪声成分的影响,将部分小能量信号源识别出来。随着ICA技术的不断发展,目前ICA技术已经广泛应用于语音增强、音频识别、通信、医学信号处理、金融数据挖掘、图像消噪、数字水印、遥感等领域,并取得了一定的研究成果。-Independent Component Analysis (ICA) Component ini order, developed in recent years is a kind of effective separation technology, originally from French scholars Herault and Jutten in 1986. The proposed method is initially ICA to solve the "cocktail" problem, the process can be divided into, in the source signal transmission channels and in the case of unknown parameters according to the source of the signals, and the statistical characteristics of recovering the source signal. According to the analysis of the ICA key lies in the establishment of optimal criteria described the output signal of the independent, objective function optimization criterion, and the corresponding optimization algorithm, the optimum
Update : 2024-05-20 Size : 23552 Publisher : 王霞

ICA编写的一个程序,用于人脸识别。希望对大家有作用。-ICA written a program for face recognition. We want to play a role.
Update : 2024-05-20 Size : 12288 Publisher : ia na lin

Advanced ICA-Based Receivers for DS-CDMA Systems
Update : 2024-05-20 Size : 521216 Publisher : Moncef
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