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

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.

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Abstract

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.

Item Type:	Conference or Workshop Item (Full Paper)
Additional Information:	5119/23435 (Print ISBN:9781612844374)
Uncontrolled Keywords:	facial expression, emotion, PCA, eigenface, neural network, humanoid head
Subjects:	T Technology > T Technology (General)
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button):	Kulliyyah of Engineering > Department of Mechatronics Engineering
Depositing User:	Dr. Md. Raisuddin Khan
Date Deposited:	13 Apr 2012 08:20
Last Modified:	13 Apr 2012 08:20
URI:	http://irep.iium.edu.my/id/eprint/23435

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