• DocumentCode
    3405839
  • Title

    A new space image enhancement approch based on image registrtaion

  • Author

    Jiao, Jichao ; Zhao, Baojun

  • Author_Institution
    Sch. of Inf. & Electron., Beijing Inst. of Technol., Beijing, China
  • fYear
    2010
  • fDate
    24-28 Oct. 2010
  • Firstpage
    789
  • Lastpage
    792
  • Abstract
    In order to enhance the space images photographed in different time or in different views, a new image enhancement approach based on image registration is proposed in this paper. The structural features named triangular feature are made by the corners detected by an improved Harris method, and then they are matched by the Triangle congruence criteria. The centers of the matched triangles are fine matched using the MLESAC method. And next, the correct feature points are taken into the transform function to calculate the registration parameters. Finally, the registrated space images are superpositioned, and the dim objects are enhanced. Real images are used to verify this algorithm and the experimental results show that the algorithm can achieve accurate registration for the space image and the dim targets are significantly enhanced.
  • Keywords
    image enhancement; image registration; Harris method; dim object enhancement; space image enhancement; space image registration; structural feature; transform function; triangle congruence criteria; triangular feature; Feature extraction; Image enhancement; Image registration; Noise; Pixel; Transforms; feature matching; image enhancement; image registration; space image; structre feature;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing (ICSP), 2010 IEEE 10th International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4244-5897-4
  • Type

    conf

  • DOI
    10.1109/ICOSP.2010.5655922
  • Filename
    5655922