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基于matlab的PCA人脸识别完成程序,包含特征值与特征向量的提取、训练样本以复制到matlab即可,成功运行,及最后的识别检验-A full implementation of ICA,PCA,LDA,SVM,in both orginal and incremental in model of real time learnign for face recognition
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Matlab脸部识别程序包括
haar feature
adaboosting,Matlab including facial recognition program haar featureadaboosting
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摄像头采集,人脸识别 更改了matlab的simulink原例子,可以直接从usb摄像头实时采集图像,进行人脸识别。
-Camera capture, face the simulink matlab changed the original example, directly from the usb camera capture images in real time, for face recognition.
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MATLAB环境下编的人脸检测和识别算法,人脸识别部分采用的pca算法,另外包括一个人机界面,直接运行facedec程序即可运行-MATLAB environment, compiled by face detection and recognition algorithms, face recognition pca algorithm is used in some of the other, including a man-machine interface, programs can b
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目前比较流行的稀疏分解重构程序,可以用在人脸识别、字典构造等方面。-Currently popular sparse decomposition and reconstruction process, can be used in face recognition, dictionary structure and so on.
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发表于ECCV上的一篇用于人脸识别的算法,Gabor Feature based Sparse Representation for Face Recognition with Gabor Occlusion Dictionary -At ECCV on an algorithm for face recognition, Gabor Feature based Sparse Representation for Face Recognition with Gabor Occlusion Dic
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PCA代码
主成分分析代码
适合初学人脸识别的朋友学习使用-PCA principal component analysis source code suitable for beginner learning to use face recognition friend
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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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PCA主成分分析用于人脸识别,提取特征值特征向量。有ORL人脸库。-PCA principal component analysis for face recognition, extraction Eigenvalue eigenvector. Have ORL face database.
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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
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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 wa
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人脸识别中的经典算法代码FLD,对初学者很有用,可以下来用用看-Face Recognition in the classical algorithm code FLD, useful for beginners, you can look down and used by
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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
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图像识别,包括人脸识别和虹膜识别,在数字图像中虹膜位置的有效定位是虹膜识别的关键问题。用一种基于主动轮廓线模型的方法定位虹膜的位置,先用灰度投影法检测出瞳孔内的一点作为瞳孔的伪圆心,该圆心只要能落在瞳孔内部即可。-Image recognition, including face recognition and iris recognition, iris position in the digital image of the iris recognition and effective po
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Human face contains a variety of information for adaptive social interactions amongst people. In fact, individuals are able to process a face in a variety of ways to categorize it by its identity, along with a number of other demographic characterist
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图像识别的MATLAB代码,包括人脸识别和虹膜识别,在数字图像中虹膜位置的有效定位是虹膜识别的关键问题。用一种基于主动轮廓线模型的方法定位虹膜的位置,先用灰度投影法检测出瞳孔内的一点作为瞳孔的伪圆心,该圆心只要能落在瞳孔内部即可。-Matlab source code of image recognition, including face recognition and iris recognition, iris position in the digital image in an eff
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该程序是基于BP神经网络在matlab环境下开发的关于人脸识别的算法,具有参考性!-The program is based on face recognition algorithm BP neural network in matlab development environment, with reference to sex!
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人脸定位,识别图形中的人脸位置,哇哇哇哇哇哇哇(face recognition, this code can recognate the face in the picture)
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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 algor
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