The following information was submitted:
Transactions: Please, select the Journal that you submit to
Transactions ID Number: 28-411
Full Name: Omid Moradtalab
Position: Reader
Age: ON
Sex: Male
Address: Ghiasvand lane 6170, Khalaban street, Malayer, Hamedan
Country: IRAN
Tel: 3341183
Tel prefix: 0851
Fax:
E-mail address: omid2006gold@yahoo.com
Other E-mails: davood.sarikhani2008@yahoo.com
Title of the Paper: An analysis of facial expression recognition and Face Detection with Using Neural Networks
Authors as they appear in the Paper: Davood Sarikhani, Ebadollah Zohrevandi, Omid Moradtalab, Rasoul Moradtalab
Email addresses of all the authors: {davood.sarikhani2008, ezohrevand20004, omid2006gold, omidinline}@yahoo.com
Number of paper pages: 14
Abstract: Gabor wavelets representation of face images is an effective approach for both facial action recognition and face identification. This paper proposes new hybrid approaches for face recognition. The DNMF algorithm for the extraction of texture information and Gabor filters for the extraction of texture information is describing and the figures perfectly showed it. Perform dimensionality reduction and linear discriminant analysis on the down sampled Gabor wavelet faces can increase the discriminant ability. Nearest feature space is extended to various similarity measures. In our experiments, proposed Gabor wavelet faces combined with extended net feature space classifier shows very good performance, which can achieve 93 % maximum correct recognition rate on ORL data set without any pre-processing step.
Keywords: data. Facial expression recognition; Gabor filters; Discriminant Non-negative Matrix Factorization Face detection, Neural Networks, Multi-layer Perception, Gabor wavelets
EXTENSION of the file: .doc
Special (Invited) Session: New Approaches for Face Recognition Using Neural Networks
Organizer of the Session: 599-256
How Did you learn about congress:
IP ADDRESS: 78.39.204.178
