• DocumentCode
    2736384
  • Title

    Fast bilateral filtering using motion detection

  • Author

    Lei, Zengrong ; Su, Zhuo

  • Author_Institution
    Nat. Eng. Res. Centre of Digital Life, Sun Yat-sen Univ., Guangzhou, China
  • fYear
    2011
  • fDate
    21-23 Oct. 2011
  • Firstpage
    297
  • Lastpage
    301
  • Abstract
    In this paper, considering the information redundancy in video, a new fast bilateral filtering based on motion detection is proposed. The main idea of the method is using frame difference to detect the change area between two consecutive frames in the video, and then only filter the changed area; the unchanged part can directly use the filtering result of the previous frame at the corresponding position. Unlike traditional fast bilateral filtering, the algorithm in this paper focuses on how to accelerate in the time domains in video. Previous methods concentrated on accelerating in the space domain in single-frame. Experimental results show that the method proposed can greatly accelerate bilateral filtering while achieving high quality in video processing.
  • Keywords
    filtering theory; image motion analysis; nonlinear filters; object detection; video signal processing; change area detection; fast bilateral filtering; frame difference; information redundancy; motion detection; nonlinear filter; video processing; Acceleration; Feature extraction; Filtering; Filtering algorithms; Motion detection; Optical filters; Redundancy; fast bilateral filtering; feature image; frame difference; motion detection;
  • 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.2011.6109050
  • Filename
    6109050