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Mixed emotions in multiview face emotion recognition

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...

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Main Authors: Goodarzi, Farhad, Rokhani, Fakhrul Zaman, Saripan, M. Iqbal, Marhaban, Mohammad Hamiruce
Format: Conference or Workshop Item
Language:English
Published: IEEE 2017
Online Access:http://psasir.upm.edu.my/id/eprint/65349/1/Mixed%20emotions%20in%20multiview%20face%20emotion%20recognition.pdf
http://psasir.upm.edu.my/id/eprint/65349/
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spelling my.upm.eprints.653492018-10-08T02:25:31Z http://psasir.upm.edu.my/id/eprint/65349/ Mixed emotions in multiview face emotion recognition Goodarzi, Farhad Rokhani, Fakhrul Zaman Saripan, M. Iqbal Marhaban, Mohammad Hamiruce 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. IEEE 2017 Conference or Workshop Item PeerReviewed text en http://psasir.upm.edu.my/id/eprint/65349/1/Mixed%20emotions%20in%20multiview%20face%20emotion%20recognition.pdf 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). 10.1109/ICSIPA.2017.8120643
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
description 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.
format Conference or Workshop Item
author Goodarzi, Farhad
Rokhani, Fakhrul Zaman
Saripan, M. Iqbal
Marhaban, Mohammad Hamiruce
spellingShingle Goodarzi, Farhad
Rokhani, Fakhrul Zaman
Saripan, M. Iqbal
Marhaban, Mohammad Hamiruce
Mixed emotions in multiview face emotion recognition
author_facet Goodarzi, Farhad
Rokhani, Fakhrul Zaman
Saripan, M. Iqbal
Marhaban, Mohammad Hamiruce
author_sort Goodarzi, Farhad
title Mixed emotions in multiview face emotion recognition
title_short Mixed emotions in multiview face emotion recognition
title_full Mixed emotions in multiview face emotion recognition
title_fullStr Mixed emotions in multiview face emotion recognition
title_full_unstemmed Mixed emotions in multiview face emotion recognition
title_sort mixed emotions in multiview face emotion recognition
publisher IEEE
publishDate 2017
url http://psasir.upm.edu.my/id/eprint/65349/1/Mixed%20emotions%20in%20multiview%20face%20emotion%20recognition.pdf
http://psasir.upm.edu.my/id/eprint/65349/
_version_ 1643838288579002368
score 13.18916

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