• DocumentCode
    595101
  • Title

    Joint multi-frame super-resolution and matting

  • Author

    Prabhu, S. Madhava ; Rajagopalan, Ambasamudram Narayanan

  • Author_Institution
    Dept. of Electr. Eng., Indian Inst. of Technol. Madras, Chennai, India
  • fYear
    2012
  • fDate
    11-15 Nov. 2012
  • Firstpage
    1924
  • Lastpage
    1927
  • Abstract
    Matting and super-resolution of frames from an image sequence have been studied independently in the literature. We propose a unified formulation to solve both inverse problems by assimilating matting within the super-resolution model. We adopt a multi-frame approach which uses data from adjacent frames to increase the resolution of the matte as well as foreground.
  • Keywords
    image resolution; image sequences; inverse problems; frame matting; image sequence; inverse problems; joint multiframe superresolution; Bayesian methods; Cameras; Convergence; Hair; Image reconstruction; Image resolution; Robustness;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition (ICPR), 2012 21st International Conference on
  • Conference_Location
    Tsukuba
  • ISSN
    1051-4651
  • Print_ISBN
    978-1-4673-2216-4
  • Type

    conf

  • Filename
    6460532
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=595101