Offline Face Recognition System Based on Gabor- Fisher Descriptors and Hidden Markov Models

Offline Face Recognition System Based on Gabor- Fisher Descriptors and Hidden Markov Models

This paper presents a new offline face recognition system. The proposed system is built on one dimensional left-to- right Hidden Markov Models (1D-HMMs). Facial image features are extracted using Gabor wavelets. The dimensionality of these features is reduced using the Fisher’s Discriminant Analysis...

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Bibliographic Details
Main Authors: Zineb Elgarrai, Othmane Elmeslouhi, Mustapha Kardouchi, Hakim Allali, Sid-Ahmed Selouani
Format: Article
Language:English
Published: Universidad Internacional de La Rioja (UNIR) 2016-09-01
Series:International Journal of Interactive Multimedia and Artificial Intelligence
Subjects:
Analysis
Gabor filter
Hidden Markov Models
Recognition
Online Access:http://www.ijimai.org/journal/node/904

Internet

http://www.ijimai.org/journal/node/904

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