Title :
Emotion recognition from facial expression using neural networks
Author :
Kharat, Govind U. ; Dudul, S.V.
Author_Institution :
Anuradha Eng. Coll., Chikhli
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);
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
DOI :
10.1109/HSI.2008.4581476
