Classification of images on the basis of the properties of informative regions.
Article
Gao, X., Shaposhnikov, D. and Podladchikova, L. 2003. Classification of images on the basis of the properties of informative regions. Pattern Recognition and Image Analysis. 13 (2), pp. 349-352.
Type | Article |
---|---|
Title | Classification of images on the basis of the properties of informative regions. |
Authors | Gao, X., Shaposhnikov, D. and Podladchikova, L. |
Abstract | A new algorithm is reported that simulates the mechanisms of biological vision in performing classification of traffic sign images, which can increase the recognition rate of signs up to 96% under real viewing conditions. The work also made a significant contribution towards a better understanding of human vision behaviour. Part of the work was carried out in collaboration with Russian scientists on the development of perception models of human vision. This collaboration resulted in an award from the European Commission for Tele-imaging in Medicine (TIME) (CN/ASIA-IT&C/009(91450)). |
Research Group | Artificial Intelligence group |
Journal | Pattern Recognition and Image Analysis |
ISSN | 1687-398X |
Publication dates | |
01 Oct 2003 | |
Publication process dates | |
Deposited | 15 Oct 2008 |
Output status | Published |
Web address (URL) | http://www.maik.rssi.ru/abstract/patrec/3/patrec2_3p349abs.htm |
Language | English |
Permalink -
https://repository.mdx.ac.uk/item/80v23
61
total views0
total downloads0
views this month0
downloads this month