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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Bibliographic Details
Main Authors: Shafie, Amir Akramin, Iqbal, Aseef, Khan, Md. Raisuddin
Format: Conference or Workshop Item
Language:English
Published: 2011
Subjects:
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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Summary: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.