Face Recognition via the Overlapping Energy Histogram
| dc.contributor.author | Tjahyadi, Ronny | |
| dc.contributor.author | Liu, Wan-Quan | |
| dc.contributor.author | An, Senjian | |
| dc.contributor.author | Venkatesh, Svetha | |
| dc.contributor.editor | International Joint Conferences on Artificial Intelligence | |
| dc.date.accessioned | 2017-01-30T11:51:20Z | |
| dc.date.available | 2017-01-30T11:51:20Z | |
| dc.date.created | 2014-10-28T02:23:20Z | |
| dc.date.issued | 2007 | |
| dc.identifier.citation | Tjahyadi, R. and Liu, W. and An, S. and Venkatesh, S. 2007. Face Recognition via the Overlapping Energy Histogram, in Sangal, R. and Mehta, H. and Bagga, R.K. (ed), Proceedings of the 20th International Joint Conference on Artificial Intelligence (IJCAI-07), Jan 6 2007, pp. 2891-2895. Hyderabad, India: International Joint Conferences on Artificial Intelligence. | |
| dc.identifier.uri | http://hdl.handle.net/20.500.11937/15694 | |
| dc.description.abstract |
In this paper we investigate the face recognition problem via the overlapping energy histogram of the DCT coefficients. Particularly, we investigate some important issues relating to the recognition performance, such as the issue of selecting threshold and the number of bins. These selection methods utilise information obtained from the training dataset. Experimentation is conducted on the Yale face database and results indicate that the proposed parameter selection methods perform well in selecting the threshold and number of bins. Furthermore, we show that the proposed overlapping energy histogram approach outperforms the Eigenfaces, 2DPCA and energy histogram significantly. | |
| dc.publisher | International Joint Conferences on Artificial Intelligence | |
| dc.relation.uri | http://www.ijcai.org/papers07/Papers/IJCAI07-465.pdf | |
| dc.title | Face Recognition via the Overlapping Energy Histogram | |
| dc.type | Conference Paper | |
| dcterms.source.startPage | 2891 | |
| dcterms.source.endPage | 2895 | |
| dcterms.source.title | Proceedings of the Twentieth International Joint Conference on Artificial Intelligence (IJCAI-07) | |
| dcterms.source.series | Proceedings of the Twentieth International Joint Conference on Artificial Intelligence (IJCAI-07) | |
| dcterms.source.conference | Twentieth International Joint Conference on Artificial Intelligence (IJCAI-07) | |
| dcterms.source.conference-start-date | Jan 6 2007 | |
| dcterms.source.conferencelocation | Hyderabad, India | |
| dcterms.source.place | California, USA | |
| curtin.department | Department of Computing | |
| curtin.accessStatus | Fulltext not available |