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PCA-based Face Recognition System

by Amir Hossein Omidvarnia

 

20 Oct 2007 (Updated 22 Oct 2007)

Code covered by BSD License  

This package implements 'Eigenface', a PCA-based face recognition system.

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File Information
Description

This package implements a well-known PCA-based face recognition method, which is called 'Eigenface'.
All functions are easy to use, as they are heavy commented. Furthermore, a sample script and two small training and test databases are included to show their usage.

Required Products Image Processing Toolbox
MATLAB release MATLAB 7.2 (R2006a)
Zip File Content  
Other Files
PCA_based Face Recognition System/CreateDatabase.m,
PCA_based Face Recognition System/EigenfaceCore.m,
PCA_based Face Recognition System/example.m,
PCA_based Face Recognition System/Readme.txt,
PCA_based Face Recognition System/Recognition.m,
PCA_based Face Recognition System/TestDatabase/1.jpg,
PCA_based Face Recognition System/TestDatabase/10.jpg,
PCA_based Face Recognition System/TestDatabase/2.jpg,
PCA_based Face Recognition System/TestDatabase/3.jpg,
PCA_based Face Recognition System/TestDatabase/4.jpg,
PCA_based Face Recognition System/TestDatabase/5.jpg,
PCA_based Face Recognition System/TestDatabase/6.jpg,
PCA_based Face Recognition System/TestDatabase/7.jpg,
PCA_based Face Recognition System/TestDatabase/8.jpg,
PCA_based Face Recognition System/TestDatabase/9.jpg,
PCA_based Face Recognition System/TrainDatabase/1.jpg,
PCA_based Face Recognition System/TrainDatabase/10.jpg,
PCA_based Face Recognition System/TrainDatabase/11.jpg,
PCA_based Face Recognition System/TrainDatabase/12.jpg,
PCA_based Face Recognition System/TrainDatabase/13.jpg,
PCA_based Face Recognition System/TrainDatabase/14.jpg,
PCA_based Face Recognition System/TrainDatabase/15.jpg,
PCA_based Face Recognition System/TrainDatabase/16.jpg,
PCA_based Face Recognition System/TrainDatabase/17.jpg,
PCA_based Face Recognition System/TrainDatabase/18.jpg,
PCA_based Face Recognition System/TrainDatabase/19.jpg,
PCA_based Face Recognition System/TrainDatabase/2.jpg,
PCA_based Face Recognition System/TrainDatabase/20.jpg,
PCA_based Face Recognition System/TrainDatabase/3.jpg,
PCA_based Face Recognition System/TrainDatabase/4.jpg,
PCA_based Face Recognition System/TrainDatabase/5.jpg,
PCA_based Face Recognition System/TrainDatabase/6.jpg,
PCA_based Face Recognition System/TrainDatabase/7.jpg,
PCA_based Face Recognition System/TrainDatabase/8.jpg,
PCA_based Face Recognition System/TrainDatabase/9.jpg
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Comments and Ratings (15)
29 Dec 2007 karl karlos

excellent

13 Feb 2008 Qureshi i

Good job done

24 Apr 2008 abc xyz

simple, nicely implemented, commented extremely well

31 May 2008 maggie King

great,Thanks

05 Jun 2008 lili chen

Very good

06 Jun 2008 lili chen  
12 Jun 2008 Abdullah Janazerah

you r great man

18 Oct 2008 hba osman  
09 Nov 2008 Emmanuel Muring

very good..im very thankful..but i need a program that detect a fece so i can interface it with the face recognition program..God bless

07 Dec 2008 sara

good job ,thank you

13 Apr 2009 Hanaa

Hi

How do you detect facial features using template matching?

I'll be very grateful for your help. Thanks! :)

27 Apr 2009 Sergio Rodriguez  
29 Apr 2009 Nick Yeow

i am trying to use eigenface method in my project (face recognition via web cam).
but when i try import other picture into training & test image then run it. But error message pop-up
:"All matrices on a row in the bracketed expression must have the
 same number of rows"
Any ideals to solve it?
thanks..very appreciate

28 Jul 2009 daba Dabarera

Thank you very much!

29 Jul 2009 manzoor lone

i am very very very happy with with the pca based face recognition

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Tag Activity for this File
Tag Applied By Date/Time
application Amir Hossein Omidvarnia 22 Oct 2008 09:32:18
face recognition Amir Hossein Omidvarnia 22 Oct 2008 09:32:18
eigenface Amir Hossein Omidvarnia 22 Oct 2008 09:32:18
pca Amir Hossein Omidvarnia 22 Oct 2008 09:32:18
appearancebased method Amir Hossein Omidvarnia 22 Oct 2008 09:32:18
appearancebased method Chintan Sheth 21 Nov 2008 18:17:51
application Chintan Sheth 21 Nov 2008 18:17:55
eigenface Chintan Sheth 21 Nov 2008 18:17:56
face recognition Chintan Sheth 21 Nov 2008 18:17:57
pca Chintan Sheth 21 Nov 2008 18:17:58
eigenface Ramya 03 Mar 2009 06:03:44
face recognition Ramya 03 Mar 2009 06:03:52
appearancebased method Ramya 03 Mar 2009 06:04:13
application Ramya 03 Mar 2009 06:04:15
 

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