DocumentCode :
398329
Title :
Super-resolution image restoration from several blurred images formed in various conditions
Author :
Zakharov, Igor ; Dovnar, Dmitry ; Lebedinsky, Yury
Author_Institution :
Inst. of Appl. Opt., Nat. Acad. of Sci., Belarus
Volume :
2
fYear :
2003
fDate :
14-17 Sept. 2003
Abstract :
A high-resolution restoration method from several blurred images formed in various conditions of object illumination, for example, by imposing a periodical grating on the object is proposed. The possibility of super-resolution is based on an interference of spatial frequencies of the object and the grating. In this case information about high object frequencies may be restored from differential spatial low-frequencies, which have much better transmission than initial high frequencies of the object. The method is based on the optimal linear algorithm of the solution of a Fredholm´s integral equation of the fist kind. The algorithm is good for reconstruction of the object from images blurred by atmosphere, diffraction, moving, sampling. The validity of the proposed method is both theoretically and experimentally demonstrated.
Keywords :
Fredholm integral equations; diffraction gratings; image resolution; image restoration; Fredholm´s integral equation; blurred image; object reconstruction; optimal linear algorithm; periodical object grating; spatial frequency interference; super-resolution image restoration; Atmosphere; Frequency; Gratings; Image reconstruction; Image resolution; Image restoration; Integral equations; Interference; Lighting; Spatial resolution;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing, 2003. ICIP 2003. Proceedings. 2003 International Conference on
ISSN :
1522-4880
Print_ISBN :
0-7803-7750-8
Type :
conf
DOI :
10.1109/ICIP.2003.1246680
Filename :
1246680
Link To Document :
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