Mixed emotions in multiview face emotion recognition

Citation

Goodarzi, Farhad and Rokhani, Fakhrul Zaman and Saripan, M. Iqbal and Marhaban, Mohammad Hamiruce (2017) Mixed emotions in multiview face emotion recognition. In: 2017 IEEE International Conference on Signal and Image Processing Applications (IEEE ICSIPA 2017), 12-14 Sept. 2017, Kuching, Sarawak. (pp. 396-401).

Abstract

The problem of recognizing and discriminating mixed emotions in multi view faces using a web camera is discussed in this paper. Based on the literature, there are mainly seven basic emotions that humans can express and understand. However, in some faces in databases, there are characteristics of two or more of this basic emotions. The two databases of BU3DFE and UPM3DFE were tested for mixed emotion accuracy using the proposed multi view face emotion recognition method. The results show an improvement over existing works in mixed emotions recognition.

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Additional Metadata

Item Type:	Conference or Workshop Item (Paper)
Divisions:	Faculty of Engineering
DOI Number:	https://doi.org/10.1109/ICSIPA.2017.8120643
Publisher:	IEEE
Keywords:	Facial expressions; Multiview; Mixed emotions; Basic emotions
Depositing User:	Nabilah Mustapa
Date Deposited:	08 Oct 2018 02:25
Last Modified:	08 Oct 2018 02:25
Altmetrics:	http://www.altmetric.com/details.php?domain=psasir.upm.edu.my&doi=10.1109/ICSIPA.2017.8120643
URI:	http://psasir.upm.edu.my/id/eprint/65349
Statistic Details:	View Download Statistic

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