• DocumentCode
    3405795
  • Title

    A novel matting system using human selective attention

  • Author

    Sun, Wei ; Luo, Siwei ; Wu, Lina

  • Author_Institution
    Sch. of Comput. & Inf. Technol., Beijing Jiaotong Univ., Beijing, China
  • fYear
    2010
  • fDate
    24-28 Oct. 2010
  • Firstpage
    767
  • Lastpage
    770
  • Abstract
    Image matting is an important task in image and video editing. In this paper we propose a novel matting system, which can provide good results with less human intervention. We split the task into two steps: attention-based scribble extraction followed by alpha matting. We use the attention shift trace which is refined in the HSI color space as the useful constraints for matting algorithm instead of user-specified constraints. Distinct from previous approaches, the system presents the advantage of being natural and intuitive to humans and less human intervention.
  • Keywords
    image colour analysis; HSI color space; alpha matting; attention based scribble extraction; human selective attention; image editing; matting system; video editing; Computational modeling; Estimation; Humans; Image color analysis; Image segmentation; Pixel; Visualization; image matting; interactive system; visual attention;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing (ICSP), 2010 IEEE 10th International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4244-5897-4
  • Type

    conf

  • DOI
    10.1109/ICOSP.2010.5655919
  • Filename
    5655919