4.41176

4.4 | 18 ratings Rate this file 232 Downloads (last 30 days) File Size: 179.57 KB File ID: #17032

PCA-based Face Recognition System

by Amir Omidvarnia

 

20 Oct 2007 (Updated 22 Oct 2007)

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

| Watch this File

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)
Tags for This File  
Everyone's Tags
Tags I've Applied
Add New Tags Please login to tag files.
Comments and Ratings (27)
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

05 Jan 2010 Alex

Code is well commented and it works well, however, the images used for training are the same that are used for testing. No wonder it works!

27 Mar 2010 raja

great work sir...i can understand it easily as it is commented well..thanks

25 Apr 2010 Ganesh AS

Hello, taking 19 of 20 eigen values is no feature extraction :D

02 Jul 2010 Namal Fernando

This is a really great work sir... But can I know how we can train this system to identify new faces.

12 Dec 2010 Muhamad nasri

good, but I found a little problem, when running EigenfaceCore.m, says "??? Input Argument 'T' is undefined", how to solved this problem ?? please to help me

06 Feb 2011 Anselm Griffin

Like all the other comments well done. Simple and to the point

03 Mar 2011 dwi arliani

how to get the original eigenvalue (without eliminating eigenvalue under threshold)?because it cause error when i run Recognition.m.
it says "minus
Matrix dimensions must agree." because i realize that eigenfaces result is 19x20.. but the testing image is 20x20..
thx for your help :)

13 Apr 2011 sanyuktha

Hi,
 A really excellent piece of work. Thank You.
How to make this program reject unknon faces(those faces which are not in train database)?

22 Jul 2011 Divya Muralitharan

Hi,
            its really a great job...

27 Aug 2011 Liam Mescall

Impressive - thanks for the help

28 Nov 2011 Ramya loganathan

nice work.... very thanks.. when i am trying to import another photos but it shows
??? Error using ==> horzcat
CAT arguments dimensions are not consistent.

Error in ==> CreateDatabase at 47
    T = [T temp]; % 'T' grows after each turn

Error in ==> example at 26
T = CreateDatabase(TrainDatabasePath); how to clear this errors... any one help me to clear this error..........

28 Nov 2011 Mingqin

excellent

Please login to add a comment or rating.
Tag Activity for this File
Tag Applied By Date/Time
application Amir Omidvarnia 22 Oct 2008 09:32:18
face recognition Amir Omidvarnia 22 Oct 2008 09:32:18
eigenface Amir Omidvarnia 22 Oct 2008 09:32:18
appearancebased method Amir Omidvarnia 22 Oct 2008 09:32:18
pca Amir 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
application king555 King 06 Mar 2010 06:07:35
pca Sundareswaran 18 Apr 2010 18:26:24
eigenface kary 12 Jun 2011 22:42:35
appearancebased method LEONARDO RAMALHO 27 Jun 2011 13:03:57
appearancebased method Huy 02 Oct 2011 04:27:23
eigenface vipul Lande 13 Dec 2011 22:06:56
eigenface NARESH 07 Jan 2012 05:49:17
appearancebased method Ela 14 Jan 2012 08:50:42

Contact us at files@mathworks.com