Survey of recent developments in digital image restoration

Details Survey of recent developments in digital image restoration Survey of recent developments in digital image restoration

May 1990

adsabs.harvard.edu/cgi-bin/nph-data_query?bibcode=1990opten..29..393s&link_type=abstract

Optical Engineering (ISSN 0091-3286), vol. 29, May 1990, p. 393-404.

Mathematics

23

Algorithms, Blurring, Image Filters, Image Reconstruction, Parameter Identification, Digital Techniques, Iterative Solution, Kalman Filters, Noise Reduction

Scientific paper

A tutorial review of recent developments in restoring images that are degraded by both blur and noise is presented. Consideration is given to three fundamental aspects of digital image restoration: modeling, identification algorithms, and restoration algorithms. An overview of modeling the degradations, and certain properties of images are given first. The methods that identify these models are then surveyed. Image restoration algorithms are surveyed in two categories: general algorithms and specialized algorithms. Present and future research topics in the field are discussed. Emphasis here is on fundamental concepts and ideas rather than mathematical details.

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