Digital image restoration
The field of digital image restoration is concerned with the reconstruction or estimation of uncorrupted images from noisy, blurred ones. This blurring may be caused by optical distortions, object motion during imaging, or atmospheric turbulence. There are existing or potential applications of image restoration in many scientific and engineering fields, e.g. aerial imaging, remote sensing electron microscopy, and medical imaging. This book describes recent advances and provides a survey of the field. New research results are presented on the formulation of the restoration problem, the implementation of restoration algorithms using artificial neural networks, the derivation and application of nonstationary mathematical image models, the development of simultaneous image and blur parameter identification and restoration algorithms, and the development of algorithms for restoring scanned photographic images. Special attention is paid to issues of numerical instrumentation. A large number of illustrations demonstrate the performance of the restoration approaches.
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Probability, Random Variables, and Stochastic Processes
Athanasios Papoulis,S. Unnikrishna Pillai
No preview available - 2002
HopfieldType Neural Networks
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Digital Image Restoration
Digital image restoration - in which a noisy, blurred image is restored on the basis of a mathematical model of the blurring process - is a well-known ...
www2.imm.dtu.dk/ ~pch/ PPTSVD/ pptsvd.html
Optical System Modeling for Digital Image Restoration. Thomas P. Costello. Wasfy B. Mikhael ... Digital image restoration seeks to remove degradation ...
ieeexplore.ieee.org/ iel4/ 5355/ 14484/ 00662229.pdf?arnumber=662229
Introduction - Digital Image Restoration
Introduction - Digital Image Restoration. Authors: Katsaggelos, ak. Publication: DIGITAL IMAGE RESTORATION P. 1, 1991. Publication Date: 00/1991. Origin: ...
adsabs.harvard.edu/ abs/ 1991dir..conf....1K
Keith Price Bibliography Image Restoration -- General, Survey ...
Survey of recent developments in digital image restoration, ... Digital Image Restoration, spmag(14), No. 2, March 1997, pp. 24-41. 9704 bibref ...
www.visionbib.com/ bibliography/ image-proc120.html
Iterative desensitisation of image restoration filters under wrong ...
 H. Allende, J. Galbiati, and R. Vallejos, "Digital image restoration using autoregressive time series type models," in Anais IX Simp'sio Brasileiro de ...
Total variational blind image restoration from image sequences ...
Digital image restoration has received considerable attention in the field of image ... 24-41, 1997; and by ak Katsaggelos in Digital Image Restoration, ...
www.patentstorm.us/ patents/ 6470097-description.html
mi Sezan and am Tekalp, “Tutorial review of recent developments in digital image restoration,” in Visual Communications and Image Processing ’90: Fifth in a ...
[Paper] Semi-Blind Image Restoration using a Local Neural Approach
Digital image restoration. IEEE Signal Processing Mag., 1997.  rc Gonzalez and re Woods ... Survey of recent de- velopments in digital image restoration. ...
hc Andrews and br Hunt, Digital Image Restoration (Prentice Hall, ... mr Banham and ak Katsaggelos, "Digital image restoration," IEEE Signal Process. Mag. ...
ADAPTIVE IMAGE RESTORATION USING A LOCAL NEURAL APPROACH
Digital Image Restoration. Springer-Verlag New York, Inc., Secaucus, NJ, USA. ... velopments in digital image restoration. Optical En- ...
eprints.pascal-network.org/ archive/ 00004004/ 01/ Restoration-Gallo-pascal.pdf