Classification of images on the basis of the properties of informative regions.

Gao, Xiaohong W. and Shaposhnikov, D. G. and Podladchikova, L. N. (2003) Classification of images on the basis of the properties of informative regions. Pattern Recognition and Image Analysis, 13 (2). pp. 349-352. ISSN 1687-398X

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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)).

Item Type:Article
Research Areas:School of Science and Technology > Computer and Communications Engineering
ID Code:54
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Deposited On:15 Oct 2008 12:39
Last Modified:13 May 2014 15:42

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