DocumentCode :
3337271
Title :
Estimating the point spread function of motion-blurred images of the Ochotona Curzoniae
Author :
Haiyan Chen ; Minghua Cao ; Huiqin Wang ; Yan Yan ; Lan Ma
Author_Institution :
Sch. of Comput. & Commun., Lanzhou Univ. of Technol., Lanzhou, China
Volume :
01
fYear :
2013
fDate :
16-18 Dec. 2013
Firstpage :
369
Lastpage :
373
Abstract :
Ochotona curzoniae is one of the main creature calamities in Qinghai-Tibet Plateau. With the development of advanced biological recognition technologies, a new scientific method is provided for the Ochotona curzoniae´s research using the automatic identification system. But due to the relative motion between the object and the video camera, the obtained image of Ochotona curzoniae is often blurred in the process of image acquisition. The technology of image restoration can eliminate the blur of Ochotona curzoniae´s image and improve the quality. In this paper, on the basis of the analysis of the degradation model of motion blurred image and the restoration process of motion blurred image, the inverse filter methods of image restoration of motion blurred image of Ochotona curzoniae are studied. It is very important to estimate the PSF accurately in the method of inverse filter. So the methods of the PSF estimation are studied and implemented in the restoration of motion-blurred images of Ochotona Curzoniae. The motion blurred images of Ochotona curzoniae are restored by the methods of inverse filter and the Winner filter the inverse filter with estimated PSF to improve the quality of the image of Ochotona curzoniae to better carry out the follow-up feature extraction and target recognition.
Keywords :
feature extraction; filtering theory; image denoising; image motion analysis; image restoration; object recognition; parameter estimation; video cameras; Ochotona curzoniae image blur elimination; Ochotona curzoniae research; PSF estimation; Qinghai-Tibet Plateau; Winner filter; automatic identification system; biological recognition technologies; creature calamities; degradation model; feature extraction; image acquisition; image quality improvement; image restoration; inverse filter; inverse filter methods; motion-blurred image restoration; motion-blurred images; point spread function estimation; relative motion; scientific method; target recognition; video camera; Image recognition; Image restoration; Ochotona curzoniae; image restoration; motion-blurred; parameter estimation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image and Signal Processing (CISP), 2013 6th International Congress on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4799-2763-0
Type :
conf
DOI :
10.1109/CISP.2013.6744021
Filename :
6744021
Link To Document :
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