• DocumentCode
    3707836
  • Title

    A multi-resolution approach to depth field estimation in dense image arrays

  • Author

    Alessandro Neri;Marco Carli;Federica Battisti

  • Author_Institution
    University of ROMA TRE, Department of Engineering, Via Vito Volterra 62, 00146, ROMA, Italy
  • fYear
    2015
  • Firstpage
    3358
  • Lastpage
    3362
  • Abstract
    In this paper a multi-resolution depth field estimation algorithm for plenoptic cameras is presented. To face the potential accuracy losses originated from ambiguity problems arising in flat surface regions, still preserving bandwidth in correspondence of edges, a multi-resolution scheme is proposed. The achieved results show that the proposed local optimization method outperforms state of the art more complex global optimization based methods.
  • Keywords
    "Image resolution","Cameras","Maximum likelihood estimation","Optimization","Sensors"
  • Publisher
    ieee
  • Conference_Titel
    Image Processing (ICIP), 2015 IEEE International Conference on
  • Type

    conf

  • DOI
    10.1109/ICIP.2015.7351426
  • Filename
    7351426