DocumentCode
2869519
Title
Including a parametric model in Tikhonov-Miller image restoration
Author
Barakat, V. ; Goutte, R. ; Prost, R.
Author_Institution
CREATIS, Inst. Nat. des Sci. Appliquees de Lyon, Villeurbanne, France
Volume
2
fYear
1998
fDate
1998
Firstpage
936
Abstract
We propose a new Tikhonov-Miller restoration method where an a priori model of the solution is included. In sharp contrast with the classical method, this approach allows local information to be incorporated. The main difficulty is to express this local information in a model. We show that this new method can lead to better results than the usual Tikhonov-Miller approach, if a parametric a priori model is used
Keywords
image restoration; parameter estimation; Tikhonov-Miller image restoration; a priori model; local information; parametric model; Additive noise; Degradation; Image restoration; Least squares methods; Parametric statistics; Performance analysis; Pixel; Proposals; Stability; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing Proceedings, 1998. ICSP '98. 1998 Fourth International Conference on
Conference_Location
Beijing
Print_ISBN
0-7803-4325-5
Type
conf
DOI
10.1109/ICOSP.1998.770766
Filename
770766
Link To Document