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

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

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.

Citation Download Citation

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

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available