Adaptive context-aware filter fusion for face recognition on bad illumination

Young, Nam Mi and Bashar, Md. Rezaul and Rhee, Phill Kyu (2006) Adaptive context-aware filter fusion for face recognition on bad illumination. In: KES 2006: 10th International Conference on Knowlege-Based Intelligent Information and Engineering Systems , 9-11 Oct 2006, Bournemouth, United Kingdom.

Abstract

At present, the performance of face recognition system depends much on the variations in illumination. To solve this problem, this paper presents an adaptable face recognition approach that uses filter fusion representation. The key idea is to use context-aware filter fusion to get better image from a bad illumination one. Genetic algorithm is the tool for adaptation for individual context category. These can provide robust face recognition on illumination context-awareness under uneven environments. Gabor wavelet representation can also provide a robust feature for image enhancement. Using these approaches, we have developed a robust face recognition technique that can recognize with a notable success and it has been tested on Inha DB and FERET face images


Statistics for USQ ePrint 8147
Statistics for this ePrint Item
Item Type: Conference or Workshop Item (Commonwealth Reporting Category E) (Paper)
Refereed: Yes
Item Status: Live Archive
Additional Information: Author version not held. Also in : 10th International Conference on Knowledge-Based Intelligent Information and Engineering Systems, KES 2006; Bournemouth; 9 October 2006 through 11 October 2006; Code 68477.
Depositing User: Ms Leslie Blay
Faculty / Department / School: Historic - Faculty of Sciences - Department of Maths and Computing
Date Deposited: 24 May 2010 05:50
Last Modified: 31 Jul 2012 02:22
Uncontrolled Keywords: face recognition; genetic algorithms; image enhancement; image processing; robustness (control systems); context-aware filter fusion; context-awareness; filter fusion representation
Fields of Research (FOR2008): 08 Information and Computing Sciences > 0801 Artificial Intelligence and Image Processing > 080109 Pattern Recognition and Data Mining
08 Information and Computing Sciences > 0801 Artificial Intelligence and Image Processing > 080108 Neural, Evolutionary and Fuzzy Computation
08 Information and Computing Sciences > 0801 Artificial Intelligence and Image Processing > 080106 Image Processing
Socio-Economic Objective (SEO2008): E Expanding Knowledge > 97 Expanding Knowledge > 970108 Expanding Knowledge in the Information and Computing Sciences
Identification Number or DOI: doi: 10.1007/11892960_65
URI: http://eprints.usq.edu.au/id/eprint/8147

Actions (login required)

View Item Archive Repository Staff Only