DocumentCode :
2677939
Title :
Facial expression recognition
Author :
Manglik, Prashant K. ; Misra, Ujjawal ; Prashant ; Maringanti, Hima Bindu
Author_Institution :
Indian Inst. of Inf. Technol., Allahabad, India
Volume :
3
fYear :
2004
fDate :
10-13 Oct. 2004
Firstpage :
2220
Abstract :
The paper aims at recognizing the various human facial expressions. Every countenance is marked by changes in the feature points of the face. These feature points are located in various regions of the face. There are two phases in the facial expression recognition technique described here. The first phase is image processing and the second phase is setting up and training of the neural network. The image processing phase or the pre-processing phase involves a number of steps. In the first step the image of the human face is normalized. The normalized image is subjected to a grayscale transformation in the second step. The third step is marked by partitioning of the transformed image in two portions: the upper half and the lower half. A frequency analysis of the normalized image is performed in the upper half partition as the fourth step. This tracks the position of the eyes and the eyebrows. Contouring is performed to trace out the shape of the eyes and the eyebrows. A further frequency analysis in the lower half reveals information about the nose, the mouth and the cheeks as the fifth step of the first phase. The contours are vectored to obtain a feature vector. In the next phase this feature vector is used for training the Hopfield neural network.
Keywords :
Hopfield neural nets; emotion recognition; image processing; learning (artificial intelligence); Hopfield neural network; facial expression recognition; feature points; feature vector; frequency analysis; grayscale transformation; image processing; normalized image; Eyebrows; Eyes; Face recognition; Frequency; Gray-scale; Humans; Image analysis; Image processing; Neural networks; Performance analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man and Cybernetics, 2004 IEEE International Conference on
ISSN :
1062-922X
Print_ISBN :
0-7803-8566-7
Type :
conf
DOI :
10.1109/ICSMC.2004.1400658
Filename :
1400658
Link To Document :
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