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
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;
Conference_Titel :
INDICON, 2005 Annual IEEE
Print_ISBN :
0-7803-9503-4
DOI :
10.1109/INDCON.2005.1590195
