• DocumentCode
    2431169
  • Title

    Improving robustness of real-time geo-registration process

  • Author

    Linh, D.H. ; Satzoda, R.K. ; Suchitra, S. ; Srikanthan, T.

  • Author_Institution
    Centre for High Performance Embedded Syst., Nanyang Technol. Univ., Singapore
  • fYear
    2008
  • fDate
    7-11 June 2008
  • Firstpage
    717
  • Lastpage
    721
  • Abstract
    In this paper, a modified correspondence matching method is proposed for geo-registration system that enables parallelism and image update detection. The image to be geo-referenced is divided into blocks which can be processed in parallel. A voting process is performed on the correlation measures obtained from different blocks to determine the match point. An image update detection method is also presented, which uses the correlation data from the proposed block based matching method to determine which parts of the image have been updated or changed with respect to an existing reference image. The experimental results to evaluate the proposed methods are presented. The proposed method gives better matching scores compared to the conventional correlation approach.
  • Keywords
    correlation methods; geophysical signal processing; image matching; image registration; block based matching method; correlation measure; image update detection; real-time geo-registration process; voting process; Digital cameras; Feature extraction; Image registration; Lighting; Neural networks; Rendering (computer graphics); Robustness; Signal processing; Telemetry; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks and Signal Processing, 2008 International Conference on
  • Conference_Location
    Nanjing
  • Print_ISBN
    978-1-4244-2310-1
  • Electronic_ISBN
    978-1-4244-2311-8
  • Type

    conf

  • DOI
    10.1109/ICNNSP.2008.4590444
  • Filename
    4590444