Pose and Illumination Invariant Face Recognition..!

[Ramji Makwana]

Sir/ Madam,

Have a nice day..!

   I need review paper and source code related to face recognition under different  Pose and varying illumination conditions.

What is the best method for handling illumination and pose for online face recognition application. I would be very greatful if someone can provide me same

Also if anyone can provide/suggest material related to Face Rec Under different Pose and illimination, will be very helpful.

Regards.
--
Ramji M. Makwana, Computer Department,A. D. Patel Institute of Technology,New V V Nagar-388120,Gujarat, India.

[Gabriel]

Hi Ramji,
I would suggest the following to start your research:

Title: "Aggregation of classifiers based on image transformations in
biometric face recognition"
Authors: Gabriel Jarillo, Witold Pedrycz and Marek Reformat
Journal: Machine Vision and Applications, Volume 19, Number 2 / March,
2008.

This paper explains on some approaches to deal with face recognition
under various illumination and pose conditions.

You should also check the classical paper:

P. N. Belhumeur, J. P. Hespanha, and D. J. Kriegman, “Eigenfaces vs.
Fisherfaces: Recognition Using Class Specific Linear Projection”, IEEE
Trans. on Pattern Analysis and Machine Intelligence, Vol. 19, No. 7,
pp. 711-720, July 1997.

This paper talks about "fisherfaces" - a classical approach to deal
with illumination conditions.

As for the code, you may want to take a look at the "OpenCV" library.
It comes with a comprehensive tool package for face recognition.

I hope this gives you a starting point.

Kind regards,

--
Gabriel Jarillo Alvarado, PhD
R & D
Global Biometrics Inc.
gjar...@globalbiometrics.ca