Description: 基于神经元网络和 Linear Auto-Associative memory 和pca的人脸识别程序。-based on neural network and Linear Auto-Associative memory pca and face recognition procedures. Platform: |
Size: 5333 |
Author:王大宝 |
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Description: 基于神经元网络和 Linear Auto-Associative memory 和pca的人脸识别程序。-based on neural network and Linear Auto-Associative memory pca and face recognition procedures. Platform: |
Size: 5120 |
Author:王大宝 |
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Description: 基于PCA和神经网络的人脸识别方法研究方面的资料，希望对你们有帮助-PCA and neural network-based face recognition method of information, in the hope that you have to help Platform: |
Size: 268288 |
Author:lidandan |
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Description: （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
3.将disdata组成决策表(savers.m)，通过对disdata的条件属性进行约简，得到其一个约简，组成新的测试集rstest和训练集rsstudy存为imagersdata.mat
4.对rsstudy进行模糊神经网络训练(savecul.m)，对模糊神经网络的参数进行调整学习将其存入culdata.mat
5.用runfnn.m对rstest进行测试得到其识别率
savem.m和cm.m是用最小距离分类器对训练集和测试集进行分类.-pca+ lda+ Rough Set+ fuzzy neural network
saveORLimage.m will ORL face database is divided into test set and training set ptest for pstudy keep imagedata.mat
Treasury will face 1.savelda.m first dimensionality reduction pca, lda used feature extraction, a new test set and training set ldatest for ldastudy keep imageldadata.mat
2. Ldastudy carried out on the discretization (discretimage.m), to be discrete matrix of disdata, deposited to imagedisdata.mat
3. Disdata the composition of the decision table (savers.m), the conditions on the attributes disdata about Jane, has been one of its reduction to form the new test set and training set rstest for rsstudy keep imagersdata.mat
4. Rsstudy training fuzzy neural network (savecul.m), on the parameters of fuzzy neural network to learn to adjust their deposit culdata.mat
5. Rstest used to test for runfnn.m by its recognition rate
cm.m is savem.m and minimum distance classifier on the training set and test set classificati Platform: |
Size: 2048 |
Author:dong |
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Description: One of Biometrics fields is face recognition & face expression recognition ...
1- In face recognition .. we need to design authentication program by training a neural network ,there are two source codes..one of them is based on Discrete Wavelet Transform with Perceptron Neural Network.. and the other based on Discrete Cosine Transform with Perceptron Neural Network ...
2- In face expression recognition .. we defined the condition of the person (nature,happiness,disgust or anger)
this source code is based on Principle component analysis(PCA) ..
* we need to now about digital image processing
,neural network and PCA-One of Biometrics fields is face recognition & face expression recognition ...
1- In face recognition .. we need to design authentication program by training a neural network ,there are two source codes..one of them is based on Discrete Wavelet Transform with Perceptron Neural Network.. and the other based on Discrete Cosine Transform with Perceptron Neural Network ...
2- In face expression recognition .. we defined the condition of the person (nature,happiness,disgust or anger)
this source code is based on Principle component analysis(PCA) ..
* we need to now about digital image processing
,neural network and PCA... Platform: |
Size: 11905024 |
Author:mahmoud |
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Description: The purpose of this work is to identify a given face image using main features of face. The dimensionality of face image is reduced by the Principal component analysis (PCA, using eigenfaces method) and the recognition is done by the Back propagation Neural Network (BPNN). Platform: |
Size: 3113984 |
Author:amine |
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Description: 基于BP神经网络的人脸识别系统的研究 采用的是PCA和BP网络-Based on BP neural network face recognition system using PCA and BP Neural Network Platform: |
Size: 221184 |
Author:张正峰 |
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Description: PCA+BP神经网络的人脸识别程序已进行仿真，可实现-Face recognition program of the PCA+BP neural network simulation can be realized Platform: |
Size: 2048 |
Author:陈雨轩 |
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Description: pca+lda+bp神经网络的人脸识别 有GUI实现 在MATLAB8.0运行有用 毕业设计用-GUI of the face recognition of pca+lda+bp neural network to achieve useful for graduation designed to run in MATLAB8.0 Platform: |
Size: 289792 |
Author:陈雨轩 |
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Description: 这是基于神经网络的人脸识别，而不是基于PCA的人脸识别。程序可以运行。-This is the face recognition based on neural network, and not the face recognition based on PCA. The program can run.
Platform: |
Size: 16931840 |
Author:赖沿州 |
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Description: Nowadays security becomes a most important issue regarding a spoof attack. So, multimodal biometrics technology has attracted
substantial interest for its highest user acceptance, high security, high accuracy, low spoof attack and high recognition
performance in biometric recognition system. This multimodal biometrics system introduces recognition of person from two
things i.e. face & palm print. Principal Component Analysis (PCA) algorithm is used for reduction of dimension & extraction of
features in terms of eigenvalues & eigenvectors. Feature level fusion technique used to fuse the results of face & palm prints and
then gives the output as per neural network classifier which gives the correct information about genuine or imposter identity. Platform: |
Size: 282624 |
Author:atish |
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Description: 基于PCA神经网络的人脸识别系统，有界面，可操作，代码齐全，内含ORL人脸数据库，可省心运行。别忘点个赞！-A face recognition system based on PCA neural network, a interface, operational, code complete, with ORL face , but worry. Platform: |
Size: 14391296 |
Author:沐夏 |
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Search - face recognition pca neural network