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Title of Article

IMAGE RECOGNITION BY THE DIRECTED SEARCH METHOD ON THE BASIS OF MINIMUM-INFORMATION-MISMATCH CRITERION


Issue
2
Date
2010

Article type
scientific article
UDC
621.372:519.72
Pages
179-184
Keywords
automatic image recognition, pattern recognition, classification with training, criterion of the minimum of information mismatch


Authors
Savchenko A.V.
Gosudarstvennyy universitet - Vysshaya shkola ekonomiki, Nizhegorodskiy filial


Abstract
The problem has been set and solved on the automatic recognition of images from a large database on the basis of minimum-information-mismatch criterion. A directed search method using Kullback-Leibler information distance has been proposed as opposed to exhaustive search. The program and experimental results of the methods investigation have been presented. The proposed method has been shown to have extra accuracy and reliability in automatic image recognition.

File (in Russian)