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rspcafnni
- 该程序分为两部分:一、为pca+粗糙集+模糊神经网络 二、为pca+lda+粗糙集+模糊神经网络.还有ORL人脸库,和实验结果,希望对研究这方面的人有帮助
PCALDA.rar
- 这是自己毕业设计做的PCA和LDA的结合,训练和识别过程都有,用的是ORL库里的图像,具有较高的识别率!,This is the pca+lda,and it has the good recognition!
2D-LDA
- 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!
LDA-based-face-recognition
- 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.
7941921lda
- MATLAB的LDA人脸识别计算率的程序在ORL库上可以运行的-MATLAB calculation of the rate of the LDA Face Recognition in the program can run on the ORL database of
daima
- (压缩包里一共有5个代码) pca+lda+粗糙集+模糊神经网络 saveORLimage.m将ORL人脸库分为测试集ptest和训练集pstudy存为imagedata.mat 1.savelda.m将人脸库先进行pca降维,再用lda进行特征提取,得到新的测试集ldatest和训练集ldastudy存为imageldadata.mat 2.对ldastudy进行离散化(discretimage.m),得到离散化矩阵disdata,存入到imagedisdata.mat
lda_orl
- 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. -This code is LDA base face recognition programme. It reads nots f
2DLDAwiththeSVM-basedfacerecognitionalgorithm
- 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
LDA
- 基于线性鉴别分析的人脸识别。本程序在ORL人脸库上进行了实验,检验LDA算法的识别率-Linear Discriminant Analysis for Face recognition.
lda
- This code is LDA base face recognition programme. It reads nots faces from ORL database a
projekt
- Implement two methods face recognition: PCA and LDA for ORL face base
RunFaceRecog_vV
- This is a Simple Code for Face Recognition using PCA + LDA Approach. I hve write this code for ORL Database containing 400 images of 40 persons. I have used Eigenface Algorithm for Face Recognition. Its a Very Simple Code you can easily understand it
LDA_ORL
- 如何使用matlab读取ORL图像,400张人脸,每类10张,一共40个类.并用LDA进行降维-how to use matlab to read ORL face images,400 face images of 40 people, 10 images per person. Then use LDA to reduce dimensionality
LDA-based-matlab
- 基于LDA算法的人脸识别,使用ORL人脸数据库做实验,达到95 的识别率-LDA algorithm-based face recognition using ORL face database experiment, 95 recognition rate
LDA
- LDA在orl库上的实现,初学者的必备资料。-LDA in orl library on realization of the essential information for beginners.
LDA-PCA-TLDA
- LDA\PCA\TLDA算法代码,内含orl人脸库-LDA \ PCA \ TLDA algorithm code, containing orl face database
LDA算法实现人脸识别
- 自己撰写的LDA算法实现简单的人脸识别,用ORL库来做测试。
LDA
- 基于LDA方法应用ORL人脸识别matlab程序-Methods ORL-based LDA face recognition matlab program
Fisher-LDA-face-recognize
- matlab平台实现人脸识别,通过PCA降维后再通过线性判别分析LDA实现人脸匹配。内附ORL人脸数据库,运行main函数即可输出结果-Matlab platform to achieve face recognition, PCA dimensionality reduction and then through linear discriminant analysis LDA face matching. Contains ORL face , run the main function t
tensorflow-knn-双向LDA
- 基于LDA的人脸降维,精度比二维LDA的要高,有一定的运用价值。(orl tensorflow LDA PCA)