DocumentCode
2337301
Title
Emotion recognition from facial expression using neural networks
Author
Kharat, Govind U. ; Dudul, S.V.
Author_Institution
Anuradha Eng. Coll., Chikhli
fYear
2008
fDate
25-27 May 2008
Firstpage
422
Lastpage
427
Abstract
This research aims at developing ldquoMind Implemented Robotsrdquo that can carry out intellectual conversation with human beings. The first step in this direction is to recognize human emotions by a computer using neural network. Various neural networks are employed and their performance is compared. We achieved 100% recognition rate on training data set and test data set.
Keywords
emotion recognition; face recognition; humanoid robots; neural nets; robot vision; emotion recognition; facial expression; mind implemented robot; neural networks; Discrete cosine transforms; Emotion recognition; Face detection; Face recognition; Feature extraction; Heart; Humans; Neural networks; Principal component analysis; Robots; Features Extraction; Generalized Feed Forward Neural Network (GFFNN); Multilayer Perceptron (MLP); Principal Component Analysis (PCA);
fLanguage
English
Publisher
ieee
Conference_Titel
Human System Interactions, 2008 Conference on
Conference_Location
Krakow
Print_ISBN
978-1-4244-1542-7
Electronic_ISBN
978-1-4244-1543-4
Type
conf
DOI
10.1109/HSI.2008.4581476
Filename
4581476
Link To Document