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一种常用的分类器,常用于人脸识别、掌纹识别等模式识别领域。
-A common classification, commonly used in face recognition, palmprint recognition, pattern recognition.
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基于小波变换和神经网络的人脸识别:本论文围绕人脸识别问题对人脸特征提取及识别技术进行了研究。主要有:对人脸识别的研究工作进行了综述;在KL算法的基础上提出了新的基于KL的特征提取方法,克服了KL算法计算量大,计算时间长的缺点,-Based on Wavelet Transform and Neural Network Face Recognition: In this paper, issues surrounding the face recognition feature extractio
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使用基于PCA+KNN算法实现的人脸识别,本算法的优点在于使用的是基于2DPCA的方法,计算时间更短,效率更高。-PCA+ KNN-based face recognition algorithm, the advantage of this algorithm is based on the use of 2DPCA method in calculating the time is even shorter, more efficient.
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人脸识别 使用k-近邻法分类
区分不同的人
使用K-近邻法实现对指定人脸图片的识别。
训练集和测试集的划分
-Recognition of face in pattern recognition,By KNN space representation theorem
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人脸识别程序,采用的是knn分类器,基于类内类间距离准则,特征提取。-Face recognition process, using the knn classifier, based on within-class inter-class distance criteria, feature extraction.
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本方法采用pca进行特征提取,knn分类器进行人脸识别。-The method of feature extraction using pca, knn classifier for face recognition.
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一个用PCA和LDA降维,并用knn分类的人脸识别例程-A dimension reduction using PCA and LDA, and face recognition with the knn classification routines
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a trial version of PCA and Knn to face recognition. This file is not a full version of a code knn, however it is a good approach to start one.
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基于双低频小波变换和k近邻分类器的人脸识别算法源程序-Dual low frequency wavelet transform and k-nearest neighbor classifier based face recognition algorithm source
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KNN分类程序,对人脸识别等图像处理有些许帮助和人脸数据图像-The KNN classification procedures, face recognition and image processing image of some help and face data
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KNN分类算法实现人脸识别,数据集为ORL。训练样本分别为2、4、6,其余为测试样本。-KNN classification algorithm for face recognition, the data set for the ORL. 2,4,6 training samples respectively, the rest of the test samples.
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这个程序实现的是knn分类器,用的实例是来人脸识别,来检测分类器的有效性-This program is knn classifier instance is to use face recognition to detect the validity of the classifier
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2dpca+knn人脸识别,有人脸库,在本站左加阔的函数上编写有详细注解-2dpca+knn face recognition
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pca+knn,人脸识别有人脸库,在本站左加阔的程序上修改的,注解详细-pca+knn face recognition
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lda+knn,人脸识别,有人脸库,在本站左加阔程序上修改-lda+knn face recognition
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人脸识别的matlab程序,包含有
example: 演示程序
creatData:生成数据
creatTrainLabelMat:生成数据标签
LDA:提取fisherface
knnRecognition:knn分类器
knnsearch:knn搜索-Face recognition matlab procedures, including a example: demo program creatData: generate data creatTrainLabel
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Face recognition system using k-nearest neighbour and support vector machine as classifier
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用PCA算法和KNN算法实现人脸识别,参数可以自己调整(The PCA algorithm and the KNN algorithm are used to realize the face recognition, and the parameters can be adjusted by themselves)
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使用KNN算法实现的人脸识别程序,KNN是机器学习里的K最近邻算法。(face recognition of KNN using python)
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在MATLAB2014b版本,进行人脸识别,包含PCA降维、LDA线性判别、KNN最近邻算法等技术(In MATLAB2014b version, face recognition is carried out, including PCA dimension reduction, LDA linear discriminant analysis, KNN nearest neighbor algorithm and so on.)
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