IIUM Repository (IREP)

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.

[img] PDF - Published Version
Restricted to Repository staff only

Download (631kB) | Request a copy

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: 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

Actions (login required)

View Item View Item

Downloads

Downloads per month over past year