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

Vladimir V. Lukin; Nikolay N. Ponomarenko; Jaakko T. Astola; Kari P. Saarinen

doi:10.1117/12.235830

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25 March 1996 Algorithms of image nonlinear adaptive filtering using fragment recognition by expert system

Vladimir V. Lukin, Nikolay N. Ponomarenko, Jaakko T. Astola, Kari P. Saarinen

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Proceedings Volume 2662, Nonlinear Image Processing VII; (1996) https://doi.org/10.1117/12.235830
Event: Electronic Imaging: Science and Technology, 1996, San Jose, CA, United States

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.

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Vladimir V. Lukin, Nikolay N. Ponomarenko, Jaakko T. Astola, and Kari P. Saarinen "Algorithms of image nonlinear adaptive filtering using fragment recognition by expert system", Proc. SPIE 2662, Nonlinear Image Processing VII, (25 March 1996); https://doi.org/10.1117/12.235830

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