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...
| Main Authors: | , , |
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| Format: | Proceeding Paper |
| Language: | English |
| Published: |
2011
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/23435/ http://irep.iium.edu.my/23435/1/2011_ICOM2011_Recognizing_Human_Emotional_States.pdf |
| _version_ | 1848779157123629056 |
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| author | Shafie, Amir Akramin Iqbal, Aseef Khan, Md. Raisuddin |
| author_facet | Shafie, Amir Akramin Iqbal, Aseef Khan, Md. Raisuddin |
| author_sort | Shafie, Amir Akramin |
| building | IIUM Repository |
| collection | Online Access |
| 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. |
| first_indexed | 2025-11-14T15:13:18Z |
| format | Proceeding Paper |
| id | iium-23435 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T15:13:18Z |
| publishDate | 2011 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-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 Proceeding Paper PeerReviewed 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. |
| 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 |
| title | 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_short | 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 |
| topic | T Technology (General) |
| url | http://irep.iium.edu.my/23435/ http://irep.iium.edu.my/23435/1/2011_ICOM2011_Recognizing_Human_Emotional_States.pdf |