• DocumentCode
    592933
  • Title

    Global Translational Motion Parameters Estimation Algorithm in Digital Image Stabilization

  • Author

    Xi Zhihong ; Chu Shouyan

  • Author_Institution
    Coll. of Inf. & Commun. Eng., Harbin Eng. Univ., Harbin, China
  • fYear
    2012
  • fDate
    8-10 Dec. 2012
  • Firstpage
    285
  • Lastpage
    289
  • Abstract
    In order to estimate the camera´s small amplitude panning jitter, the fast global motion parameters estimation method based on improved C-1BT was proposed. Self-moving objects, unstable edge details and smooth areas are the main mismatch factors. Considering the characteristics of the various factors, and combining with the related literature theories, a pre-selection method was proposed before local motion vector estimation, to get some robustness macro blocks which well suitable for global motion parameters estimation. At the same time, based on the pre-selection estimation algorithm, the predictive part of the adaptive rood pattern search method is refined, which can reduce the risk of falling into local optimum. Matlab simulation results show that fast and robustness of the proposed method.
  • Keywords
    image matching; image sensors; motion estimation; search problems; C-1BT; adaptive rood pattern search method; amplitude panning jitter; camera; digital image stabilization; global translational motion parameters estimation algorithm; local motion vector estimation; mismatch factors; unstable edge details; Accuracy; Equations; Estimation; Motion estimation; Prediction algorithms; Robustness; Vectors; C-1BT; adaptive rood pattern search; global motion estimation; local motion vector estimation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Instrumentation, Measurement, Computer, Communication and Control (IMCCC), 2012 Second International Conference on
  • Conference_Location
    Harbin
  • Print_ISBN
    978-1-4673-5034-1
  • Type

    conf

  • DOI
    10.1109/IMCCC.2012.71
  • Filename
    6428904