face_recognition

所属分类:图形图像处理
开发工具:matlab
文件大小:625KB
下载次数:14
上传日期:2013-07-15 13:38:57
上 传 者jiangout
说明:  1. 本程序使用PCA算法对训练图像降维,得到特征图像; 2. 将每一幅图片与平均图像的差值投影到特征向量空间; 3. 计算训练图片投影两两之间的最大欧氏距离distance_max; 4. 将测试图片也投影到特征向量空间,计算它与所有训练图像投影的最小欧氏距离distanceST_min。 5. 设定判别阈值(设为0.3*distance_max,此为测试得到的经验值,不同阈值将影响判别结果)。当distanceST_min>0.3*distance_max时,则认为测试图像不属于和训练图像相同的类,反之,则认为是。
(1 This program uses PCA dimensionality reduction algorithm training images obtained feature image 2 would mean every picture with the image projected onto the difference feature vector space 3. Computing training images projected maximum pairwise Euclidean from distance_max 4. the test image is projected to the feature vector space, with all the training images calculate its minimum Euclidean distance projection distanceST_min. 5 Set judging threshold (set 0.3* distance_max, the experience obtained by the test, different threshold values ​ ​ will affect the determination result). When distanceST_min> 0.3* distance_max, then that test image and the training images do not belong to the same class, on the contrary, it is considered to be.)

文件列表:
正确识别结果.bmp (236278, 2012-11-27)
source\1.pgm (10318, 1994-04-18)
source\10.pgm (10318, 1994-04-18)
source\2.pgm (10318, 1994-04-18)
source\3.pgm (10318, 1994-04-18)
source\4.pgm (10318, 1994-04-18)
source\5.pgm (10318, 1994-04-18)
source\6.pgm (10318, 1994-04-18)
source\7.pgm (10318, 1994-04-18)
source\8.pgm (10318, 1994-04-18)
source\9.pgm (10318, 1994-04-18)
source\no.jpg (31776, 2012-11-02)
source\yes.jpg (90937, 2012-11-02)
test\10.pgm (10318, 1994-04-18)
test\11.pgm (10318, 1994-04-18)
test\12.pgm (10318, 1994-04-18)
test\13.pgm (10318, 1994-04-18)
test\14.pgm (10318, 1994-04-18)
test\t1.bmp (141582, 2010-04-05)
test\t2.bmp (254086, 2010-04-05)
test\t3.jpg (162986, 2004-05-06)
main.m (3184, 2013-01-18)
错误识别结果.bmp (236278, 2012-11-27)
特征图像.bmp (236278, 2012-11-27)
训练图像.bmp (236278, 2012-11-27)
source (0, 2012-11-27)
test (0, 2012-11-27)

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