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Proceedings Paper

Algorithms of image nonlinear adaptive filtering using fragment recognition by expert system
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Paper Abstract

The expedience of use of expert system and fuzzy logic based decisions to image recognition and filtering is discussed. One possible approach including the calculation of several local parameters for every image pixel scanning window position combined with expert system preliminary training and decision undertaking for image recognition and adaptive filtering is proposed. The efficiency and the peculiarities of considered procedure are analyzed and demonstrated for simulated data.

Paper Details

Date Published: 25 March 1996
PDF: 12 pages
Proc. SPIE 2662, Nonlinear Image Processing VII, (25 March 1996); doi: 10.1117/12.235830
Show Author Affiliations
Vladimir V. Lukin, Kharkov Aviation Institute (Ukraine)
Nikolay N. Ponomarenko, Kharkov Aviation Institute (Ukraine)
Jaakko T. Astola, Tampere Univ. of Technology (Finland)
Kari P. Saarinen, Tampere Univ. of Technology (Finland)


Published in SPIE Proceedings Vol. 2662:
Nonlinear Image Processing VII
Edward R. Dougherty; Jaakko T. Astola; Harold G. Longbotham, Editor(s)

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