Classifying driver facial emotions
MUCEET 2009 is organized by Malaysian Technical Universities Network (MTUN) comprising of Universiti Malaysia Perlis (UniMAP), Universiti Tun Hussein Onn (UTHM), Universiti Teknikal Melaka (UTeM) and Universiti Malaysia Pahang (UMP), 20th - 22nd June 2009 at M. S. Garden Hotel, Kuantan, Pahang.
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Working Paper |
| Language: | English |
| Published: |
Universiti Malaysia Pahang (UMP)
2010
|
| Subjects: | |
| Online Access: | http://dspace.unimap.edu.my/xmlui/handle/123456789/8609 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| id |
my.unimap-8609 |
|---|---|
| record_format |
dspace |
| spelling |
my.unimap-86092010-08-12T03:36:01Z Classifying driver facial emotions Nor Surayahani, B. S. Hermila, M. A. Emotions recognition Principal Component Analysis (PCA) Malaysian Technical Universities Conference on Engineering and Technology (MUCEET) MUCEET 2009 is organized by Malaysian Technical Universities Network (MTUN) comprising of Universiti Malaysia Perlis (UniMAP), Universiti Tun Hussein Onn (UTHM), Universiti Teknikal Melaka (UTeM) and Universiti Malaysia Pahang (UMP), 20th - 22nd June 2009 at M. S. Garden Hotel, Kuantan, Pahang. This paper describes the emotion recognition to determine the driver’s conditions. The emotion recognition could be envisioned to sense the driver emotions automatically through a camera. Therefore, facial images were analyzed to extract the features to characterize the variations between facial emotions images. The features extraction techniques apply was Principal Component Analysis (PCA), this algorithm finds the principle components of the covariance matrix of a set of face images. Then, the eigenvalues component will be used as an input to the KNearest Neighbor (KNN) classifier. The facial expression recognition used to investigate the emotion and thus carry out an awareness system for drivers to perform an appropriate intervention system. 2010-08-12T03:36:01Z 2010-08-12T03:36:01Z 2009-06-20 Working Paper p.1-4 http://hdl.handle.net/123456789/8609 en Proceedings of the Malaysian Technical Universities Conference on Engineering and Technology (MUCEET) 2009 Universiti Malaysia Pahang (UMP) |
| institution |
Universiti Malaysia Perlis |
| building |
UniMAP Library |
| collection |
Institutional Repository |
| continent |
Asia |
| country |
Malaysia |
| content_provider |
Universiti Malaysia Perlis |
| content_source |
UniMAP Library Digital Repository |
| url_provider |
http://dspace.unimap.edu.my/ |
| language |
English |
| topic |
Emotions recognition Principal Component Analysis (PCA) Malaysian Technical Universities Conference on Engineering and Technology (MUCEET) |
| spellingShingle |
Emotions recognition Principal Component Analysis (PCA) Malaysian Technical Universities Conference on Engineering and Technology (MUCEET) Nor Surayahani, B. S. Hermila, M. A. Classifying driver facial emotions |
| description |
MUCEET 2009 is organized by Malaysian Technical Universities Network (MTUN) comprising of Universiti Malaysia Perlis (UniMAP), Universiti Tun Hussein Onn (UTHM), Universiti Teknikal Melaka (UTeM) and Universiti Malaysia Pahang (UMP), 20th - 22nd June 2009 at M. S. Garden Hotel, Kuantan, Pahang. |
| format |
Working Paper |
| author |
Nor Surayahani, B. S. Hermila, M. A. |
| author_facet |
Nor Surayahani, B. S. Hermila, M. A. |
| author_sort |
Nor Surayahani, B. S. |
| title |
Classifying driver facial emotions |
| title_short |
Classifying driver facial emotions |
| title_full |
Classifying driver facial emotions |
| title_fullStr |
Classifying driver facial emotions |
| title_full_unstemmed |
Classifying driver facial emotions |
| title_sort |
classifying driver facial emotions |
| publisher |
Universiti Malaysia Pahang (UMP) |
| publishDate |
2010 |
| url |
http://dspace.unimap.edu.my/xmlui/handle/123456789/8609 |
| _version_ |
1643789267186483200 |
| score |
13.214268 |