Title :
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
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;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1988. ICASSP-88., 1988 International Conference on
Conference_Location :
New York, NY
DOI :
10.1109/ICASSP.1988.196757
