• DocumentCode
    160274
  • Title

    Parameters optimization in blind motion deblurring of UAV images

  • Author

    Wen-Jun Lu ; Libiao Tong ; Min-Jie Li ; Cong-li Li

  • Author_Institution
    New Star Res. Inst. of Appl. Technol., Hefei, China
  • fYear
    2014
  • fDate
    11-13 July 2014
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    Single image motion blur restoration is a very challenging area of research. All kinds of images from the U AV reconnaissance mission equipment acquired in the presence of motion blur greatly affect image quality, which is essential for the blind recover their motion blur effect. This paper analyzes the characteristics of U AV and classic image restoration method, parameter optimization strategy proposed two blind recover from motion blur motion blur parameters and evaluate the quality point of view, validated by experimental strategy for non-Human scout image clarity provided technical support.
  • Keywords
    autonomous aerial vehicles; image restoration; motion estimation; optimisation; robot vision; UAV characteristics; UAV images; UAV reconnaissance mission equipment; blind motion deblurring; blind recover; image quality; motion blur motion blur parameters; nonhuman scout image clarity; parameter optimization strategy; single-image motion blur restoration; Algorithm design and analysis; Image quality; Image restoration; Kernel; Noise; Optimization; Reconnaissance; UAV images; blind restoration; image quality assessment; motion blur;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computing, Communication and Networking Technologies (ICCCNT), 2014 International Conference on
  • Conference_Location
    Hefei
  • Print_ISBN
    978-1-4799-2695-4
  • Type

    conf

  • DOI
    10.1109/ICCCNT.2014.6962995
  • Filename
    6962995