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Description: 模式识别matlab工具箱,包括SVM,ICA,PCA,NN等等模式识别算法,很有参考价值-pattern recognition Matlab toolbox, including SVM, ICA, PCA, NN pattern recognition algorithms, and so on, of great reference value
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Size: 630772 |
Author: zsq |
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Description: 本文的题目是改进的核函数算法及其在人脸识别中的应用研究。
本文在系统学习现有核函数及支持向量机相关理论的基础上，系统研究了自适应选择核函数算法，通过引入朴素正则风险最小化准则，提出了一种改进的在线核函数算法。算法采用截断误差最小化、合理选取拉格郎日因子等方法对新增样本进行训练，有效地克服了现有方法收敛精度低和不能自适应选择样本的困难。
根据独立分量分析的原理和特点，将改进的核函数算法引入人脸识别的研究中，给出了基于ICA-SVM的人脸识别算法及实现方法。
论文分别应用数值仿真及现有人脸数据库，分析了算法的数值特性并验证了算法的可靠性和实用性。
本文数值仿真与分析软件基于MATLAB和LABVIEW虚拟仪器设计开发。
本文档是nh文件，可以用caj打开。与大家共享！！
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Size: 3846679 |
Author: 阳关 |
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Description: 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
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Size: 3012 |
Author: meilirensheng |
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Description: 人脸检测源代码. The souce demonstrates face detection SSE optimized C++ library for color and gray scale data with skin detection, motion estimation for faster processing, small sized SVM and NN rough face prefiltering, PCA/LDA/ICA/any dimensionality reduction/projection and final NN classification
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Size: 366639 |
Author: huangtyu |
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Description: 模式识别matlab工具箱,包括svm,ICA,PCA,NN等等模式识别算法
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Size: 630776 |
Author: haoren313 |
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Description: 模式识别matlab工具箱,包括SVM,ICA,PCA,NN等等模式识别算法,很有参考价值-pattern recognition Matlab toolbox, including SVM, ICA, PCA, NN pattern recognition algorithms, and so on, of great reference value
Platform: |
Size: 630784 |
Author: zsq |
Hits:
Description: 本文的题目是改进的核函数算法及其在人脸识别中的应用研究。
本文在系统学习现有核函数及支持向量机相关理论的基础上，系统研究了自适应选择核函数算法，通过引入朴素正则风险最小化准则，提出了一种改进的在线核函数算法。算法采用截断误差最小化、合理选取拉格郎日因子等方法对新增样本进行训练，有效地克服了现有方法收敛精度低和不能自适应选择样本的困难。
根据独立分量分析的原理和特点，将改进的核函数算法引入人脸识别的研究中，给出了基于ICA-SVM的人脸识别算法及实现方法。
论文分别应用数值仿真及现有人脸数据库，分析了算法的数值特性并验证了算法的可靠性和实用性。
本文数值仿真与分析软件基于MATLAB和LABVIEW虚拟仪器设计开发。
本文档是nh文件，可以用caj打开。与大家共享！！
-err
Platform: |
Size: 3846144 |
Author: 阳关 |
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Description: 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-err
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Size: 3072 |
Author: meilirensheng |
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Description: 这是一篇介绍ica的综述文章，写的很全面。-This is an introductory summary of ica article, written by very comprehensive.
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Size: 522240 |
Author: 苏醒 |
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Description: 人脸检测源代码. The souce demonstrates face detection SSE optimized C++ library for color and gray scale data with skin detection, motion estimation for faster processing, small sized SVM and NN rough face prefiltering, PCA/LDA/ICA/any dimensionality reduction/projection and final NN classification -Face detection source code. The souce demonstrates face detection SSE optimized C++ Library for color and gray scale data with skin detection, motion estimation for faster processing, small sized SVM and NN rough face prefiltering, PCA/LDA/ICA/any dimensionality reduction/projection and final NN classification
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Size: 366592 |
Author: huangtyu |
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Description: 模式识别 MATLAB 的工具箱,比较实用,包括SVM,ICA,PCA,NN等等模式识别算法.-Pattern Recognition Toolbox for MATLAB, more practical, including the SVM, ICA, PCA, NN pattern recognition algorithm and so on.
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Size: 334848 |
Author: 吴守泉 |
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Description: 主成分分析程序包，包括主成分分析和独立主成分分析两个程序源代码。-Principal component analysis package, including principal component analysis principal component analysis and independent source code for both procedures.
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Size: 7168 |
Author: 2007理工信工 |
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Description: A full implementation of ICA,PCA,LDA,SVM,in both orginal and incremental in model of real time learnign for face recognition.
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Size: 3522560 |
Author: dasf |
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Description: matlab图像处理工具相，使用了主成分分析，ANN，SVM等方法。-This toolBox used in the image processing(feature extraction and classification)
PCA,LDA,ICA,DCT,RBF,RBE,GRNN,KNN,minimum distance,SVM, and others
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Size: 74752 |
Author: 大长今 |
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Description: Chesnokov Yuriy写的人脸检测库，内容涵盖肤色检测、运动估计、SVM分类、PCA/LDA/ICA特征提取以及神经网络分类器等。-The article demonstrates face detection SSE optimized C++ library for color and gray scale data with skin detection, motion estimation for faster processing, small sized SVM and NN rough face prefiltering, PCA/LDA/ICA/any dimensionality reduction/projection and final NN classification
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Size: 463872 |
Author: 刘子木 |
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Description: 基 于 pca(ica)-svm 实 现 故 障 诊 断 -PCA_test.......
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Size: 3072 |
Author: jiaomin |
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Description: 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 detection, you can immediately use it for your video surveillance system. The technology involved are: wavelet analysis, scaling down model (PCA, LDA, ICA), artificial neural network (ANN), support vector machine (SVM), SSE programming, image processing, histogram equalization, image filtering, C++ programming, but also what other people have the background knowledge of face detection
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Size: 2305024 |
Author: 憨豆 |
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Description: 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 model (PCA, LDA, ICA), artificial neural network (ANN), support vector machine (SVM), SSE Programming , image processing, histogram equalization, image filtering, C++ programming.
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Size: 462848 |
Author: 黄大伟 |
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Description: svm工具箱，程序与应用实例
scaleForSVM:归一化
pcaForSVM:pca降为预处理
fasticaForSVM:ica降为预处理
等-svm toolbox, procedures and application examples
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Size: 268288 |
Author: 吴然 |
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Description: SVM,ICA,PCA,NN等等模式识别算法,很有参考-SVM, ICA and PCA and NN, and so on pattern recognition algorithm, is of great reference value
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Size: 23552 |
Author: 李涛 |
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