Description: 使用基于LDA算法的人脸识别程序，附有相应的论文-LDA algorithm based on the use of face recognition procedure, with the corresponding papers Platform: |
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Author:李菁菁 |
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Description: 基于正则化转置的LDA matlab源代码，可以应用在人脸识别中，详细说明见readme-based Regularization home to the LDA Matlab source code, can be applied to face recognition, detailed explanation see readme Platform: |
Size: 3072 |
Author:andy |
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Description: 基于PCA和LDA的人脸识别。％ Main function that reads in files, applies pre-processing, calls face
％ recognition algorithm, and then plots resulting accuracy.-Based on PCA and LDA for face recognition. Main function that reads in files, applies pre-processing, calls face recognition algorithm, and then plots resulting accuracy. Platform: |
Size: 6144 |
Author:Tonghua |
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Description: 基于2维的Lda算法以及fisher face的人脸识别。-Lda-based 2-dimensional algorithm and fisher face for face recognition. Platform: |
Size: 1024 |
Author:秦晴 |
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Description: LDA是人脸识别中比较基础的一个算法，在人脸识别中使用较广-Comparison of LDA in face recognition are based on an algorithm used in face recognition broader Platform: |
Size: 3072 |
Author:zhangwenming |
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Description: 基于LDA的人脸识别技术，从ORL数据库读数据，然后从中取一部分进行训练，一部分进行测试。-This code is LDA base face recognition programme. It reads nots faces from ORL database and the rest (noc-nots) are used as test.
LDA_Performance shows the recognition performance. Platform: |
Size: 1024 |
Author:tangqinqin |
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Description: 针对灰度图像，提出一种基于知识的人脸检测方法。
提出了一种给予支持向量机的人脸检测方法。
提出了一种基于小波分解的LDA人脸识别方法。
提出了一种基于小波和DCT的人脸识别方法。
提出了一种机遇CEDT和支持向量机的人脸分类和识别方法。
-For gray-scale images, a knowledge-based face detection methods. A support vector machine method of face detection. A wavelet decomposition of the LDA-based face recognition methods. A wavelet and DCT-based face recognition methods. A CEDT opportunities and support vector machine classification and face recognition. Platform: |
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Author:yanyan |
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Description: 首先进行小波变换，在此基础上进行pca特征提取，在进行lda特征提取，用于人脸识别-First, wavelet transform, in this based on pca feature extraction, feature extraction during lda for face recognition Platform: |
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Author:gu |
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Description: 二维线性鉴别分析(2DLDA)算法能有效解决线性鉴别分析(LDA)算法的“小样本”效应，支持向量机
(SVM)具有结构风险最小化的特点，将两者结合起来用于人脸识别。首先，利用小波变换获取人脸图像的低频分量，忽
略高频分量：然后，用2DLDA算法提取人脸图像低频分量的线性鉴别特征，用“一对多”的SVM 多类分类算法完成人脸
识别。基于ORL人脸数据库和Yale人脸数据库的实验结果验证了2DLDA+SVM算法应用于人脸识别的有效性。-”Small sample size”problem of LDA algorithm can be overcome by two—dimensional LDA f 2DLDA)，and
Support Vector Machine(SVM)has the characteristic of structural risk minimization．In this paper，two methods were
combined and used for face recognition．Firstly，the original images were decomposed into high—frequency and low—frequency
components by Wavelet Transform(WT)．The high—frequency components were ignored，while the low—frequency components
can be obtained．Then．the liner discriminant features were extracted by 2DLDA，and”one VS rest”。strategy of SVMs for
muhiclass classification was chosen to perform face recognition． Experimental results based on ORL f Olivetti Research
Laboratory1 face database and Yale face database show the validity of 2DLDA+SVM algorithm for face recogn ition． Platform: |
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Author:费富里 |
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Description: 线性判别分析(LDA)是一种较为普遍的用于特征提取的线性分类方法。但是将LDA直接用于人脸识别
会遇到维数问题和“小样本”问题。人们经过研究，通过多种途径解决了这两个问题并实现了基于I,DA的人脸识
别 文章对几种基于LDA的人脸识别方法做了理论上的比较和实验数据的支持，这些方法包括Eigenfaces、Fish—
erfaceS、DLDA、VDLDA及VDFLDA。实验结果表明VDFLDA是其中最好的一种方法。-Low—dimensional feature representation with enhanced discriminatory power is of paramount importance to face
recognition(FR)system．Linear Discriminant Analysis(LDA)is one of the most popular linear classification techniques of
feature extraction。but it will meet two problems as computational challenging and “small sample size’’when applying to
face recognition directly．After studying people solve the two problems through several ways and realize the face recogni—
tion based on LDA． The short paper here makes compare on theory and experimental data analysis on several Face
Recognition system using LDA—Based Algorithm，such as Eigenfaces(using PCA)，Fisherfaces，DLDA，VDLDA and VD—
FLDA．The experimental results show that the VDFLDA method is the best of al1． Platform: |
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Author:费富里 |
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Description: Complete Face Recognition System using LDA (with visiable training image set and testing image set-Complete Face Recognition System using LDA Platform: |
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Author:欧阳西 |
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Description: 一个LDA的算法，可以实现对实现基于LDA的人脸识别-An LDA algorithm, can achieve the realization of Face Recognition Based on LDA Platform: |
Size: 2048 |
Author:wuhanlai |
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Description: 2维线性判别进行人脸识别的程序，很不错！采用ORL人脸库，取每人的1、3、5、7、9五幅图像作为训练图像，其余作为测试图像，进行二维线性判别。计算出特征向量矩阵，降序排列后，取前d（d=2,4,6，……，20）个特征向量组成的矩阵作为变换矩阵，对训练集合测试集进行特征重建，最后采用最近邻分类器。附有实验的结果。-code for face recognition based 2D-LDA，the performance is nice！ Platform: |
Size: 2834432 |
Author:王阳丽 |
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Description: 性能比较好的LDA人脸识别代码一份，用lda对人脸进行识别(LDA face recognition code with good performance and recognition of human face with LDA) Platform: |
Size: 3072 |
Author:问问百合大法 |
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Search - face recognition based LDA