• DocumentCode
    3694782
  • Title

    Reconstruction of light field with spectral information from compressive 2D projections

  • Author

    Kareth M. León López;Laura V. Galvis;Henry Arguello Fuentes

  • Author_Institution
    Escuela de Ingenierí
  • fYear
    2015
  • Firstpage
    302
  • Lastpage
    306
  • Abstract
    A light field is an image with two spatial and two angular dimensions. Different acquisition systems have been used to capture light fields such as cameras and microlenses arrays. Compressive light field imaging is a recent technique that allows to recover a light field from just certain measurements sensed in a single 2-dimensional focal plane array (FPA). The essential optical element in this system is a binary coded aperture that blocks and unblocks the light rays before they impinge on the detector. Currently, it is studied the inclusion of a spectral dimension on the 4D light field with the aim to capture different spectral bands. This work presents a new acquisition model that includes the spectral dimension. The proposed acquisition model replaces the traditional binary coded apertures used in compressive light field by an array of optical filters which modulate the scene not only in the spatio — angular dimensions but spectrally as well. Simulations show that it is possible to reconstruct a light field with spectral information with only certain measures of the scene.
  • Keywords
    "Apertures","Image reconstruction","Mathematical model","Dictionaries","Image coding","Detectors","Training"
  • Publisher
    ieee
  • Conference_Titel
    Computing Colombian Conference (10CCC), 2015 10th
  • Type

    conf

  • DOI
    10.1109/ColumbianCC.2015.7333438
  • Filename
    7333438