搜索资源列表
pca-svm
- 本程序用于对训练样本提取独立主元,作为样本特征,并送入SVM分类器中训练图像的预处理中不取对数,也无须做幅度归一,由ICA的应用条件决定的。预处理后的图像以向量的形式按行排列
pca
- 主分量分析的源程序,可以用于降阶,压缩图像,还可用于ICA的预处理
matlab-PCA 基于matlab的PCA人脸识别完成程序
- 基于matlab的PCA人脸识别完成程序,包含特征值与特征向量的提取、训练样本以复制到matlab即可,成功运行,及最后的识别检验-A full implementation of ICA,PCA,LDA,SVM,in both orginal and incremental in model of real time learnign for face recognition
盲信号的语音分离MATLAB程序
- 一个很好的语音分离程序,带有三个.wav格式的语音原文件,同时用ICA和PCA两种方法对混合信号进行分离.
CMU-CS
- 卡内基梅隆大学的信号处理算法Matlab代码,包括ICA、PCA等-Carnegie Mellon University, Matlab code of signal processing algorithms including ICA, PCA, etc.
FaceRecEvaluator
- 人脸识别算法matlab代码,可以实现,如PCA,ICA,SVM,LDA等-Matlab code for face recognition algorithms can be achieved, such as PCA, ICA, the SVM, LDA
FaceEvaluator
- A full implementation of ICA,PCA,LDA,SVM,in both orginal and incremental in model of real time learnign for face recognition.
qqqqq
- :独立成分分析 ( I C A)在国内尚属一门新型的方法 介绍了I C A的原理及其算法 ,然后介绍了该算法在盲源 信号分离中的具体应用,并将此方法 与主成分方洼 ( P C A)进行了比较-: Independent Component Analysis (ICA) in China is a new method to introduce the principle of the ICA and its algorithm, and then introduced the algori
icaandpca
- Is ICA significantly better than PCA for face recognition.rar
ICA_algorithms_based_on_different_objective_functi
- 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
Complete-identification-including-skin-and-the-act
- 本文的目的是提供一个我开发的SSE优化的,C++库,用于人脸检测,你可以马上把它用于你的视频监控系统中。涉及的技术有:小波分析,尺度缩减模型(PCA,LDA,ICA),人工神经网络(ANN),支持向量机(SVM),SSE编程,图像处理,直方图均衡,图像滤波,C++编程,还有一下其它的人脸检测的背景知识-The purpose of this paper is to provide an I developed SSE optimized, C++ library, used for face d
work
- 该算法实现了ICA,PCA的过程监测及故障诊断-The algorithm of the ICA, PCA in process monitoring and fault diagnosis
Face-Detection
- 完整的包括皮肤及动作识别的C++人脸检测源代码,涉及的技术有:小波分析,尺度缩减模型(PCA,LDA,ICA),人工神经网络(ANN),支持向量机(SVM),SSE编程,图像处理,直方图均衡,图像滤波,C++编程等。-Complete, including skin and actions identified C++ face detection source code, the technology involved are: wavelet analysis, scaling down m
ICA-(PCA)-algorithm
- 复数信号的fastICA算法.希望对大家有所帮助哦-plural signals fastICA algorithm. We hope to help oh
45
- 一个简单的故障检测程序,采用了PCA—ICA结合方法,简单易懂,适合初学者。-A simple fault detection program, the PCA-ICA combination method, easy to understand, is suitable for beginners.
1-ICA
- 详细讲述了ICA的算法,以fastICA为例子,介绍,内容详细,很利于初学者理解。-A detailed account of the PCA algorithm to fastICA, for example, the detailed and very beneficial to the beginner to understand.
ica-and-pca
- 基于matlab环境下的一个独立分量分析的小程序,包括对三个语音信号混合后的ica分析-Analysis program based on an independent component in the Matlab environment, including analysis of three speech signals mixed after ica
drtoolbox
- Dear all find here important tool box for dimension reduction. TOOL box contaion PCA, ICA, LBP, Kernel LDA, Kernel PCA etc Enjoy- Dear all find here important tool box for dimension reduction. TOOL box contaion PCA, ICA, LBP, Kernel LD
PCA
- PCA(主成分分析法)和ICA(独立成分分析法)的MATLAB源程序,他们是目前图像处理比较经典的特征提取方法-PCA (Principal Component Analysis) -matlab function of pca and ica of the signal
pca_ica
- 可以实现主成分分析(PCA)和独立成分分析(ICA)。(This package contains functions that implement Principal Component Analysis (PCA) and Independent Component Analysis (ICA).)