DocumentCode :
3098834
Title :
Remote sensing image restoration using estimated point spread function
Author :
Yang, Lihong ; Ren, Jianyue
Author_Institution :
Changchun Inst. of Opt., Fine Mech. & Phys., Chinese Acad. of Sci., Changchun, China
Volume :
1
fYear :
2010
fDate :
18-19 Oct. 2010
Abstract :
In order to reduce image blur caused by the degradation phenomenon in the imaging process, the acquired images of the space remote sensing camera are restored. First, the frequency-domain notch filter is adopted to remove strip noises in the images. Then degradation function, which is referred to as the point spread function (PSF) of the imaging system is estimated using the knife-edge method. To improve the accuracy of the estimation, the estimated PSF is adjusted with Gaussian fitting. Finally, the images are restored by Wiener filtering with the fitted PSF. The restoration results of the remote sensing images show that almost all strip noises are eliminated by the notch filter. After denoising and restoration, the variance of the remote sensing image worked with in this paper increases 30.979 and the gray mean gradient increases 3.312. Due to Gaussian fitting, the accuracy of the PSF estimation is heightened. Image restoration with the final PSF is benefit to interpreting and analyzing the remote sensing images. After restoration, the contrasts of the restored images are increased and the visual effects become clearer.
Keywords :
Wiener filters; frequency-domain analysis; geophysical image processing; image denoising; image restoration; notch filters; remote sensing; Gaussian fitting; Wiener filtering; degradation phenomenon; estimated point spread function; frequency-domain notch filter; image blur reduction; image denoising; knife-edge method; remote sensing image restoration; space remote sensing camera; strip noise removal; Image edge detection; Image resolution; Image restoration; Imaging; Noise; Noise measurement; Sensors; Gaussian fitting; image evaluation; image restoration; point spread function;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Networking and Automation (ICINA), 2010 International Conference on
Conference_Location :
Kunming
Print_ISBN :
978-1-4244-8104-0
Electronic_ISBN :
978-1-4244-8106-4
Type :
conf
DOI :
10.1109/ICINA.2010.5636436
Filename :
5636436
Link To Document :
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