Hidden conditional random fields for face recognition

Huachun Yang

doi:10.1117/12.2011958

4 March 2013 Hidden conditional random fields for face recognition

Huachun Yang

Proceedings Volume 8768, International Conference on Graphic and Image Processing (ICGIP 2012); 876856 (2013) https://doi.org/10.1117/12.2011958
Event: 2012 International Conference on Graphic and Image Processing, 2012, Singapore, Singapore

Abstract

This paper proposes a hidden conditional random field(HCRF) model for face recognition .Face images are separated as a series of block and 2D-DCT feature vectors is extracted in each block. The recognition results are compared with other face recognition approaches. The method introduced in this paper achieves a higher recognition rate.

Citation Download Citation

Huachun Yang "Hidden conditional random fields for face recognition", Proc. SPIE 8768, International Conference on Graphic and Image Processing (ICGIP 2012), 876856 (4 March 2013); https://doi.org/10.1117/12.2011958

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available