• DocumentCode
    154132
  • Title

    A switchable light field camera architecture with Angle Sensitive Pixels and dictionary-based sparse coding

  • Author

    Hirsch, Michele ; Sivaramakrishnan, Sriram ; Jayasuriya, Suhada ; Wang, Aiping ; Molnar, Adrienn ; Raskar, Ramesh ; Wetzstein, Gordon

  • Author_Institution
    MIT Media Lab., Cambridge, MA, USA
  • fYear
    2014
  • fDate
    2-4 May 2014
  • Firstpage
    1
  • Lastpage
    10
  • Abstract
    We propose a flexible light field camera architecture that is at the convergence of optics, sensor electronics, and applied mathematics. Through the co-design of a sensor that comprises tailored, Angle Sensitive Pixels and advanced reconstruction algorithms, we show that-contrary to light field cameras today-our system can use the same measurements captured in a single sensor image to recover either a high-resolution 2D image, a low-resolution 4D light field using fast, linear processing, or a high-resolution light field using sparsity-constrained optimization.
  • Keywords
    cameras; image capture; image coding; image reconstruction; image resolution; image sensors; optimisation; advanced reconstruction algorithm; angle sensitive pixel sensor; applied mathematics; convergence; dictionary-based sparse coding; flexible light field camera architecture; high resolution 2D image; linear processing; low resolution 4D light field; sensor codesign; sensor electronics; single sensor image; sparsity constrained optimization; Cameras; Computer architecture; Image reconstruction; Image resolution; Lenses; Mathematical model; Microoptics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Photography (ICCP), 2014 IEEE International Conference on
  • Conference_Location
    Santa Clara, CA
  • Type

    conf

  • DOI
    10.1109/ICCPHOT.2014.6831813
  • Filename
    6831813