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Recognizing human emotional states by facial expression analysis for humanoid head AMIR-III

In this paper, we reviewed the existing established methods of facial expression analysis and their limitations in applications. Then we proposed a system for our own robot head AMIR-III. The research used Eigenface method utilizing Principal Component Analysis and Neural Network classifier for...

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Main Authors: Shafie, Amir Akramin, Iqbal, Aseef, Khan, Md. Raisuddin
Format: Conference or Workshop Item
Language:English
Published: 2011
Subjects:
T Technology (General)
Online Access:http://irep.iium.edu.my/23435/1/2011_ICOM2011_Recognizing_Human_Emotional_States.pdf
http://irep.iium.edu.my/23435/
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spelling my.iium.irep.234352012-04-13T00:20:24Z http://irep.iium.edu.my/23435/ Recognizing human emotional states by facial expression analysis for humanoid head AMIR-III Shafie, Amir Akramin Iqbal, Aseef Khan, Md. Raisuddin T Technology (General) In this paper, we reviewed the existing established methods of facial expression analysis and their limitations in applications. Then we proposed a system for our own robot head AMIR-III. The research used Eigenface method utilizing Principal Component Analysis and Neural Network classifier for emotion recognition from static image frame taken from live video. 2011 Conference or Workshop Item REM application/pdf en http://irep.iium.edu.my/23435/1/2011_ICOM2011_Recognizing_Human_Emotional_States.pdf Shafie, Amir Akramin and Iqbal, Aseef and Khan, Md. Raisuddin (2011) Recognizing human emotional states by facial expression analysis for humanoid head AMIR-III. In: 4th International Conference on Mechatronics (ICOM'11), 17-19 May 2011, Kuala Lumpur.
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
topic T Technology (General)
spellingShingle T Technology (General)
Shafie, Amir Akramin
Iqbal, Aseef
Khan, Md. Raisuddin
Recognizing human emotional states by facial expression analysis for humanoid head AMIR-III
description In this paper, we reviewed the existing established methods of facial expression analysis and their limitations in applications. Then we proposed a system for our own robot head AMIR-III. The research used Eigenface method utilizing Principal Component Analysis and Neural Network classifier for emotion recognition from static image frame taken from live video.
format Conference or Workshop Item
author Shafie, Amir Akramin
Iqbal, Aseef
Khan, Md. Raisuddin
author_facet Shafie, Amir Akramin
Iqbal, Aseef
Khan, Md. Raisuddin
author_sort Shafie, Amir Akramin
title Recognizing human emotional states by facial expression analysis for humanoid head AMIR-III
title_short Recognizing human emotional states by facial expression analysis for humanoid head AMIR-III
title_full Recognizing human emotional states by facial expression analysis for humanoid head AMIR-III
title_fullStr Recognizing human emotional states by facial expression analysis for humanoid head AMIR-III
title_full_unstemmed Recognizing human emotional states by facial expression analysis for humanoid head AMIR-III
title_sort recognizing human emotional states by facial expression analysis for humanoid head amir-iii
publishDate 2011
url http://irep.iium.edu.my/23435/1/2011_ICOM2011_Recognizing_Human_Emotional_States.pdf
http://irep.iium.edu.my/23435/
_version_ 1643608582961233920
score 13.160551

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