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