• DocumentCode
    2249446
  • Title

    An approach of electronic stabilization based on binary image matching of color weight

  • Author

    Nan, Wang ; Xiaowei, Han ; Gang, Wang ; Zhonghu, Yuan

  • Author_Institution
    Sch. of Inf. Eng., Shenyang Univ., Shenyang, China
  • Volume
    2
  • fYear
    2010
  • fDate
    6-7 March 2010
  • Firstpage
    155
  • Lastpage
    158
  • Abstract
    Color weights of green(G) and red(R) are extracted from the color space RGB for color video image, and then are respectively converted to binary images, which are used in the following image matching. Methods of Large Diamond Search and Small Diamond Search are applied in template searching in the binary images with the values R and G. Method of block matching is used to obtain the motion vectors in every sub-region. Then global motion vectors can be got by the mean filtering between two inter-frames. The global motion vectors are then filtered by Kalman filter to remove the random jitter motion. A stable video image output is achieved by compensating the image frames and by using the global motion vectors filtered. According to the assessment standards of image stabilization, the effectiveness of the proposed algorithm is verified.
  • Keywords
    Kalman filters; feature extraction; image colour analysis; image matching; jitter; motion compensation; Kalman filter; binary image matching; block matching; color video image; color weight; electronic stabilization; global motion vectors; image matching; image stabilization; large diamond search method; mean filtering; motion compensation; random jitter motion; small diamond search method; template searching; Image matching; Kalman filter; electronic stabilization; image matching; motion compensation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Informatics in Control, Automation and Robotics (CAR), 2010 2nd International Asia Conference on
  • Conference_Location
    Wuhan
  • ISSN
    1948-3414
  • Print_ISBN
    978-1-4244-5192-0
  • Electronic_ISBN
    1948-3414
  • Type

    conf

  • DOI
    10.1109/CAR.2010.5456747
  • Filename
    5456747