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This article is cited in 10 scientific papers (total in 10 papers)
IMAGE PROCESSING, PATTERN RECOGNITION
A preprocessing method for correlation-extremal systems
O. V. Tsvetkova, L. V. Tananykinab a Saint Petersburg State Electrotechnical University «LETI», St. Petersburg, Russia
b Federal State Unitary Enterprise «State Research Institute of Applied Problems», St. Petersburg, Russia
Abstract:
In this paper we discuss an image preprocessing method for different shooting conditions. The method can be applied in machine vision systems using a correlation-extremal mapping method. An information-theoretic method for image preprocessing based on entropy analysis is offered. The investigation of the method has shown that, when preprocessed, same-scene images obtained under different conditions have a more stable correlation coefficient than the original images.
Keywords:
machine vision, entropy analysis, correlation, image preprocessing.
Received: 18.06.2015 Revised: 04.11.2015
Citation:
O. V. Tsvetkov, L. V. Tananykina, “A preprocessing method for correlation-extremal systems”, Computer Optics, 39:5 (2015), 738–743
Linking options:
https://www.mathnet.ru/eng/co39 https://www.mathnet.ru/eng/co/v39/i5/p738
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Abstract page: | 204 | Full-text PDF : | 71 | References: | 74 |
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