DocumentCode
3191683
Title
Facial Expression Recognition Using Neural Classifier and Fuzzy Mapping
Author
Bhavsar, Arnav ; Patel, Hima M.
Author_Institution
Department of Electrical Engineering, Indian Institute of Technology, Madras, Chennai; ce04s036@ee.iitm.ac.in
fYear
2005
fDate
11-13 Dec. 2005
Firstpage
383
Lastpage
387
Abstract
Facial expression recognition is one of the most important aspects in recognizing human emotions and is a very interesting problem under the broad area of machine vision. In this paper we propose a method for recognition of facial expressions using a neural network classifier followed by a fuzzy mapping. We have tested our algorithm on JAFFE and AT & T database and we have received encouraging results.
Keywords
Edginess; Fuzzy logic; Multilayer Perceptron; Clustering algorithms; Detectors; Emotion recognition; Face recognition; Feature extraction; Fuzzy neural networks; Humans; Image edge detection; Machine vision; Neural networks; Edginess; Fuzzy logic; Multilayer Perceptron;
fLanguage
English
Publisher
ieee
Conference_Titel
INDICON, 2005 Annual IEEE
Print_ISBN
0-7803-9503-4
Type
conf
DOI
10.1109/INDCON.2005.1590195
Filename
1590195
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