• DocumentCode
    764172
  • Title

    Digital image translational and rotational motion stabilization using optical flow technique

  • Author

    Chang, Jyh-Yeong ; Hu, Wen-Feng ; Cheng, Mu-Huo ; Chang, Bo-Sen

  • Author_Institution
    Dept. of Electr. & Control Eng., Nat. Chiao Tung Univ., Hsinchu, Taiwan
  • Volume
    48
  • Issue
    1
  • fYear
    2002
  • fDate
    2/1/2002 12:00:00 AM
  • Firstpage
    108
  • Lastpage
    115
  • Abstract
    This paper proposes a new digital image stabilization (DIS) system based on optical flow technique. Unlike previous DIS systems developed mainly for removing the translational motion disturbance, the proposed system removes not only the translational but also the rotational motion disturbances. A computational scheme that facilitates the local motion vector field to estimate the global disturbing translational and rotational motions is developed. First, the optical flow technique is used to estimate the local motion vector field of the image, yielding the velocity of each pixel in the current image frame. Then, the global translational and rotational motion parameters are determined in terms of the least squares estimation. Finally, these motion vectors are used to generate the counterbalance signals for removing the disturbance motion. Owing to the additional ability of the rotational motion removal, the new DIS system suppresses the undesirable translational and rotational disturbances effectively and thus enhances the DIS performance significantly
  • Keywords
    image sequences; least squares approximations; motion estimation; parameter estimation; digital image; least squares estimation; local motion vector field; motion estimation; optical flow; parameter estimation; rotational motion stabilization; translational motion stabilization; Cameras; Digital images; Fluctuations; Image motion analysis; Least squares approximation; Motion detection; Motion estimation; Optical sensors; Pixel; Video sequences;
  • fLanguage
    English
  • Journal_Title
    Consumer Electronics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0098-3063
  • Type

    jour

  • DOI
    10.1109/TCE.2002.1010098
  • Filename
    1010098