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基于Matlab 直方图Histogram的人脸识别程序:给出人脸图像库,包含训练及测试模块,最终给出识别结果。文件中附介绍。-Histogram Histogram for Face Recognition Based on Matlab program: given face image database that contains training and testing modules, and ultimately gives the recognition results. Desc
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ORL人脸图像数据库,做人脸检测和识别的好-ORL face image database, doing the face detection and recognition of good stuff
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基于matlab的人脸识别,不包含图像库,使用PCA分析方法-Matlab-based face recognition, image database does not include the use of PCA analysis
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facilitate the user s task. One such approach is the
object-related image retrieval. In the context of face
images, it is of interest to retrieve images based on
people s names and facial expressions. However, when
images of the database a
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ORL人脸库,可以用于人脸检测识别用,在 ORL 人脸库中,有 400 幅分辨率为92*112,具有不同表情、不同姿势、稍许倾斜(不超过20度)、稍许遮掩的图像-ORL face database, face detection and recognition can be used for the ORL face database, there are 400 92* 112 resolution, with different expressions, different posture,
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人脸图片的预处理,归一化,纳入数据库,训练以及识别-Face image preprocessing, normalization, into the database, training and recognition
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实用的人脸识别库,已经经过处理的人脸图像-Practical face recognition database has been processed facial image
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基于图像人脸识别2DICA,可运行,人脸数据库是ORL,本人写的。-Image-based face recognition 2DICA, can run, face database is the ORL, I write.
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本程序是先用gabor小波变换对人脸图像处理,然后在用pca进行降维,最后用svm分类器进行多分类分类识别,包扩完整的orl人脸库,需注意的是,svm工具箱是用的libsvm工具箱,运行前先配置好libsvm。版本号:libsvm-mat-2[1].89-3[FarutoUltimate3.0]-This procedure is to use the human face gabor wavelet transform image processing, and then to reduce
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matlab图像特征识别。分类器的训练方法。很好的学习资料。如何用OpenCV训练自己的分类器。内含人脸库共训练器使用-matlab image feature recognition. Classifier training methods. Good learning materials. How to use OpenCV train their own classification. Training face database containing a total of uses
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人脸识别,人脸图像预处理;读入人脸库,训练形成特征子空间;把训练图像和测试图像投影到上一步骤中得到的子空间上;选择一定 的距离函数进行识别。-Recognition, face image preprocessing read into the face database, training the formation of the feature sub-space the training images and test images were projected into the su
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关于车牌号码的识别,不错的源码,通过摄像头或者图像库获取车牌号码再进行识别。-About the license plate number recognition, good source, through camera or image database access number and license plate recognition.On the face of the feature extraction and recognition, good source, through c
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系统有以下部分组成:电脑自带摄像头拍照、人脸检测、将人脸照片录入数据库、输入照片进行人脸识别。本程序是基于肤色识别的方法对人脸进行检测,人脸肤色范围是100≤B≤120,140≤R≤160,所以将此范围内的像素点置白,剩余部分置黑。利用imerode函数对图片进行球状腐蚀,然后再对图片进行中值滤波,达到平滑效果。最后,对于这张已经缩放而且二值化和各种处理之后的照片来说,如果白化区域的像素点少于1000,就舍弃。将图片进行分割,这里我们引进了欧拉数。
这样就可以把一些类似颜色人脸的背景排除。
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本文在Matlab R2012a下面实现了fisherface算法,选用的人脸库是ORL,其中有40 人,每人有10幅不同的人脸图像。本文选取了每人9幅作为训练(1幅作为测 试),图像大小为112x92。
主程序入口:Main.m
读取样本:CreatDatabase.m
FisherFace核心:FisherFaceCore.m
识别:Recognition.m
训练样本库:TrainDatabase
测试样本库:TestDatabase
不足:识别准确率有待
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面像识别训练时用到数据库,进行人脸定位初始化图像(The database is used in the face recognition training, and the face location initializes the image)
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