Algorithms of image nonlinear adaptive filtering using fragment recognition by expert system
Владимир Васильевич Лукин, Nikolay N. Ponomarenko, Jaakko T. Astola, Kari P. Saarinen · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 1996
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.