• DocumentCode
    2736266
  • Title

    On-line digital image stabilization for translational and rotational motion

  • Author

    Zeng, Qingle ; Wang, Hongyu ; Ma, Xiaorui

  • Author_Institution
    Fac. of Electron. Inf. & Electr. Eng., Dalian Univ. of Technol., Dalian, China
  • fYear
    2011
  • fDate
    21-23 Oct. 2011
  • Firstpage
    266
  • Lastpage
    270
  • Abstract
    This paper presents a real-time digital image stabilization (DIS) algorithm that removes translational and rotational motion without affecting the deliberate panning motion by using Harris corner and a modified proportional integrated (MPI) controller from a captured monitoring video. This paper adopts Harris corners as features, and employs a self-adaption feature matching method to get local motion vectors. A modified PI control system is used in the motion compensating unit. Experimental results demonstrate that the proposed method provides robust control in either translational or rotational motion degraded video.
  • Keywords
    edge detection; image matching; motion compensation; DIS algorithm; Harris corner; modified PI control system; modified proportional integrated controller; monitoring video; motion compensating unit; motion vector; online digital image stabilization; panning motion; real-time digital image stabilization; rotational motion; self-adaption feature matching; translational motion; Damping; Digital images; Motion compensation; Motion estimation; Streaming media; Vectors; Video sequences; Digital image stabilization (DIS); Harris corner; modified proportional integrated (MPI) controller;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Analysis and Signal Processing (IASP), 2011 International Conference on
  • Conference_Location
    Hubei
  • Print_ISBN
    978-1-61284-879-2
  • Type

    conf

  • DOI
    10.1109/IASP.2011.6109044
  • Filename
    6109044