• 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