Self-organizing adaptation for facial emotion mapping
Cho, Siu-Yeung, and Nguwi, Yok-Yen (2007) Self-organizing adaptation for facial emotion mapping. Proceedings of the International Conference on Artificial Intelligence. ICAI'07: 2007 International Conference on Artificial Intelligence , 25-28 June 2007, Las Vegas, NV, USA , pp. 1-6.
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This paper presents an emotion mapping system that attempts to emulate human brain reference model. The system first locates the human face in an image, and then identifies the localized face emotion. The understanding of cognitive system is presented in the paper. It highlights how individual module is mapped to the proposed system. Then, single- and multi-layer self-organizing emotion maps are described. The system is evaluated through various test sets. The experimental results show encouraging hit rates for identifying emotions of unknown subjects.
|Item Type:||Conference Item (Refereed Research Paper - E1)|
|FoR Codes:||08 INFORMATION AND COMPUTING SCIENCES > 0801 Artificial Intelligence and Image Processing > 080105 Expert Systems @ 100%|
|SEO Codes:||89 INFORMATION AND COMMUNICATION SERVICES > 8902 Computer Software and Services > 890202 Application Tools and System Utilities @ 100%|
|Deposited On:||06 Nov 2012 09:26|
|Last Modified:||06 Nov 2012 18:02|
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