Description: 这是一个PCA用于人脸识别的程序,注释里面写得很详细。有助于初接触人脸识别的用户。-This is a PCA for face recognition procedures Notes limit very detailed. Face recognition to the early contact with the user. Platform: |
Size: 2048 |
Author:周桐 |
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Description: 做模式分类时(例如指纹识别,人脸识别),一个需要处理的难题是维数非常大,人脸往往是百万维的,目前计算机的能力还不足以快速地计算这么高维的数据。pca是一中降维的方法,用它可以把高维数据映射到一个维数较低的空间上考虑。-To do pattern classification (for example, fingerprint identification, face recognition), a need to deal with the problem is very large dimension, often millions of people face-dimensional, the current capacity of the computer fast enough to calculate such a high-dimensional data. PCA is a dimensionality reduction of the method, it can be high dimensional data is mapped to a lower dimension space to consider. Platform: |
Size: 1024 |
Author:李志焕 |
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Description: 本程序采用基于特征脸的人脸检测方法,应用PCA技术进行人脸识别
-This procedure based on the eigenface method of face detection, face recognition technology for the application of PCA Platform: |
Size: 1024 |
Author:黄璞 |
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Description: 摘要:主成分分析(PCA)的人脸识别算法,以减少的特征向量是涉及到对抽象的特点,改进了主成分分析(一)iUumination算法的变化影响酶原sed.The方法是基于上减低与正常化其相应的标准差的特征向量元素相关联的大特征值的特征向量的影响力的想法。耶鲁大学和耶鲁大学面临的数据库面对数据库B是用来验证-Abstract:In principal component analysis(PCA)algorithms for face recognition,to reduce the influence of the
eigenvectors which relate to the changes of the iUumination on abstract features,a modified PCA ( A)
algorithm is propo sed.The method is based on the idea of reducing the influence of the eigenvectors associated
with the large eigenvalues by normalizing the feature vector element by its corresponding standard deviation.
Th e Yale face database and Yale face database B are used to verify the method.The simulation results show
that,f0r front face and even under the condition of limited variation in the facial po ses the proposed method
results in better perform ance than the conventional PCA and linear discriminant analysis(LDA)approaches.and
the computational cost remains the same as that ofthe PCA,and much less than that ofthe LDA. Platform: |
Size: 205824 |
Author:费富里 |
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Description: 主成分分析方法通过建立两个主成分的二位图,对数值特异点的剔除,减少数据处理中无关项的干扰,-Free Source Code for Image segmentation and Extraction
malic: A Realtime Face Recognition System Source Code
Face Detection C++ Library with Skin and Motion Analysis
Face Recognition
Platform: |
Size: 178176 |
Author:wuchangke |
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Description: 基于matlab的人脸识别系统pca
以下Matlab项目包含用于基于pca的人脸识别系统的源代码和Matlab示例。代码也包含在数据库中。该项目中包含的源代码和文件列在项目文件部分,请确保列出的源代码是否满足您的需求。-Face recognition system pca based in matlabThe following Matlab project contains the source code and Matlab examples used for face recognition system pca based. Code also included with the Platform: |
Size: 13732864 |
Author:程 |
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Description: 使用pca方法对图像进行特征提取,对训练集的20个人的共一百张人脸进行训练,使用adaboost算法生成强分类器,可以对测试集的人脸图片进行识别,且识别率较高(The PCA method is used to extract the features of the image, and the training is carried out for a total of 100 faces of 20 people in the training set. The AdaBoost algorithm is used to generate a strong classifier, which can recognize the face images in the test set with a high recognition rate) Platform: |
Size: 19835904 |
Author:王二愣子 |
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