A real-time facial emotion recognition system using fuzzy neural networks

Siu Yeung Cho; Teik Toe Teoh

A real-time facial emotion recognition system using fuzzy neural networks

Siu Yeung Cho, Teik Toe Teoh

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Abstract

This paper presents a real-time computer-based system to recognize human facial emotion using fuzzy neural network approach. The system first locates the human face in an image, and then identifies the localized face emotion. The understanding of how to extract the facial components, select and reduce facial features and emotion recognition through the facial expression are presented in the paper. It highlights how individual module is integrated to the proposed system. The system is evaluated through our created test sets. The experimental results show encouraging hit rates for detecting major emotions.

Original language	English
Title of host publication	Proceedings of the 2008 International Conference on Artificial Intelligence, ICAI 2008 and Proceedings of the 2008 International Conference on Machine Learning; Models, Technologies and Applications
Pages	384-389
Number of pages	6
Publication status	Published - 2008
Externally published	Yes
Event	2008 International Conference on Artificial Intelligence, ICAI 2008 and 2008 International Conference on Machine Learning; Models, Technologies and Applications, MLMTA 2008 - Las Vegas, NV, United States Duration: 14 Jul 2008 → 17 Jul 2008

Publication series

Name	Proceedings of the 2008 International Conference on Artificial Intelligence, ICAI 2008 and Proceedings of the 2008 International Conference on Machine Learning; Models, Technologies and Applications

Conference

Conference	2008 International Conference on Artificial Intelligence, ICAI 2008 and 2008 International Conference on Machine Learning; Models, Technologies and Applications, MLMTA 2008
Country/Territory	United States
City	Las Vegas, NV
Period	14/07/08 → 17/07/08

Keywords

Face emotion recognition
Feature extraction
Fuzzy neural network

ASJC Scopus subject areas

Artificial Intelligence
Computational Theory and Mathematics
Software
Computer Science Applications

Cite this

Cho, S. Y., & Teoh, T. T. (2008). A real-time facial emotion recognition system using fuzzy neural networks. In Proceedings of the 2008 International Conference on Artificial Intelligence, ICAI 2008 and Proceedings of the 2008 International Conference on Machine Learning; Models, Technologies and Applications (pp. 384-389). (Proceedings of the 2008 International Conference on Artificial Intelligence, ICAI 2008 and Proceedings of the 2008 International Conference on Machine Learning; Models, Technologies and Applications).

Cho, Siu Yeung ; Teoh, Teik Toe. / A real-time facial emotion recognition system using fuzzy neural networks. Proceedings of the 2008 International Conference on Artificial Intelligence, ICAI 2008 and Proceedings of the 2008 International Conference on Machine Learning; Models, Technologies and Applications. 2008. pp. 384-389 (Proceedings of the 2008 International Conference on Artificial Intelligence, ICAI 2008 and Proceedings of the 2008 International Conference on Machine Learning; Models, Technologies and Applications).

@inproceedings{778b2d75a664410a8f57811c4505f8ca,

title = "A real-time facial emotion recognition system using fuzzy neural networks",

abstract = "This paper presents a real-time computer-based system to recognize human facial emotion using fuzzy neural network approach. The system first locates the human face in an image, and then identifies the localized face emotion. The understanding of how to extract the facial components, select and reduce facial features and emotion recognition through the facial expression are presented in the paper. It highlights how individual module is integrated to the proposed system. The system is evaluated through our created test sets. The experimental results show encouraging hit rates for detecting major emotions.",

keywords = "Face emotion recognition, Feature extraction, Fuzzy neural network",

author = "Cho, {Siu Yeung} and Teoh, {Teik Toe}",

note = "Copyright: Copyright 2012 Elsevier B.V., All rights reserved.; 2008 International Conference on Artificial Intelligence, ICAI 2008 and 2008 International Conference on Machine Learning; Models, Technologies and Applications, MLMTA 2008 ; Conference date: 14-07-2008 Through 17-07-2008",

year = "2008",

language = "English",

isbn = "1601320728",

series = "Proceedings of the 2008 International Conference on Artificial Intelligence, ICAI 2008 and Proceedings of the 2008 International Conference on Machine Learning; Models, Technologies and Applications",

pages = "384--389",

booktitle = "Proceedings of the 2008 International Conference on Artificial Intelligence, ICAI 2008 and Proceedings of the 2008 International Conference on Machine Learning; Models, Technologies and Applications",

}

Cho, SY & Teoh, TT 2008, A real-time facial emotion recognition system using fuzzy neural networks. in Proceedings of the 2008 International Conference on Artificial Intelligence, ICAI 2008 and Proceedings of the 2008 International Conference on Machine Learning; Models, Technologies and Applications. Proceedings of the 2008 International Conference on Artificial Intelligence, ICAI 2008 and Proceedings of the 2008 International Conference on Machine Learning; Models, Technologies and Applications, pp. 384-389, 2008 International Conference on Artificial Intelligence, ICAI 2008 and 2008 International Conference on Machine Learning; Models, Technologies and Applications, MLMTA 2008, Las Vegas, NV, United States, 14/07/08.

A real-time facial emotion recognition system using fuzzy neural networks. / Cho, Siu Yeung; Teoh, Teik Toe.
Proceedings of the 2008 International Conference on Artificial Intelligence, ICAI 2008 and Proceedings of the 2008 International Conference on Machine Learning; Models, Technologies and Applications. 2008. p. 384-389 (Proceedings of the 2008 International Conference on Artificial Intelligence, ICAI 2008 and Proceedings of the 2008 International Conference on Machine Learning; Models, Technologies and Applications).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

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AU - Teoh, Teik Toe

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N2 - This paper presents a real-time computer-based system to recognize human facial emotion using fuzzy neural network approach. The system first locates the human face in an image, and then identifies the localized face emotion. The understanding of how to extract the facial components, select and reduce facial features and emotion recognition through the facial expression are presented in the paper. It highlights how individual module is integrated to the proposed system. The system is evaluated through our created test sets. The experimental results show encouraging hit rates for detecting major emotions.

AB - This paper presents a real-time computer-based system to recognize human facial emotion using fuzzy neural network approach. The system first locates the human face in an image, and then identifies the localized face emotion. The understanding of how to extract the facial components, select and reduce facial features and emotion recognition through the facial expression are presented in the paper. It highlights how individual module is integrated to the proposed system. The system is evaluated through our created test sets. The experimental results show encouraging hit rates for detecting major emotions.

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KW - Feature extraction

KW - Fuzzy neural network

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M3 - Conference contribution

AN - SCOPUS:62749107150

SN - 1601320728

SN - 9781601320728

T3 - Proceedings of the 2008 International Conference on Artificial Intelligence, ICAI 2008 and Proceedings of the 2008 International Conference on Machine Learning; Models, Technologies and Applications

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BT - Proceedings of the 2008 International Conference on Artificial Intelligence, ICAI 2008 and Proceedings of the 2008 International Conference on Machine Learning; Models, Technologies and Applications

T2 - 2008 International Conference on Artificial Intelligence, ICAI 2008 and 2008 International Conference on Machine Learning; Models, Technologies and Applications, MLMTA 2008

Y2 - 14 July 2008 through 17 July 2008

ER -

Cho SY, Teoh TT. A real-time facial emotion recognition system using fuzzy neural networks. In Proceedings of the 2008 International Conference on Artificial Intelligence, ICAI 2008 and Proceedings of the 2008 International Conference on Machine Learning; Models, Technologies and Applications. 2008. p. 384-389. (Proceedings of the 2008 International Conference on Artificial Intelligence, ICAI 2008 and Proceedings of the 2008 International Conference on Machine Learning; Models, Technologies and Applications).

A real-time facial emotion recognition system using fuzzy neural networks

Abstract

Publication series

Conference

Keywords

ASJC Scopus subject areas

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