Nonlinear image restoration using a segmentation-oriented expert system

Author

Jeong, Dong-Seok ; Beex, A. A Louis

Author_Institution

Bradley Dept. of Electr. Eng., Virginia Polytech. Inst. & State Univ., Blacksburg, VA, USA

fYear

1988

fDate

11-14 Apr 1988

Firstpage

984

Abstract

The implementation of a truly autonomous expert system for image restoration is discussed. It involves an attempt to combine two unrelated fields, artificial intelligence and image restoration. Another novel aspect of this research is the application of image segmentation to image restoration. The preliminary experimental results are presented. Specific applications include image restoration from multiple versions, restoration from phase information, and restoration from stochastically degraded images

Keywords

artificial intelligence; computerised picture processing; expert systems; stochastic processes; artificial intelligence; autonomous expert system; image restoration; image segmentation; multiple versions; nonlinear image restoration; phase information; segmentation-oriented expert system; stochastically degraded images; Artificial intelligence; Buildings; Degradation; Expert systems; Filters; Image restoration; Image segmentation; Multi-stage noise shaping; Phase noise; Testing;

fLanguage

English

Publisher

ieee

Conference_Titel

Acoustics, Speech, and Signal Processing, 1988. ICASSP-88., 1988 International Conference on

Conference_Location

New York, NY

ISSN

1520-6149

Type

conf

DOI

10.1109/ICASSP.1988.196757

Filename

196757