• DocumentCode
    178677
  • Title

    Synthetic coded apertures in compressive spectral imaging

  • Author

    Galvis, Laura ; Arguello, Henry ; Arce, Gonzalo R.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Delaware, Newark, DE, USA
  • fYear
    2014
  • fDate
    4-9 May 2014
  • Firstpage
    3181
  • Lastpage
    3185
  • Abstract
    Compressive spectral imagers have gained popularity recently due to their ability to sense a three-dimensional (3D) data cube with just a few two dimensional (2D) coded aperture projection snapshots. The coded apertures are realized by digital micromirror devices (DMD) which often do not match the pitch resolution of the focal plane array (FPA). This paper introduces the forward model and associated reconstruction algorithm for such mismatched spectral imagers, without the loss of spectral and spatial resolution. Simulations show the improvements in the reconstructions achieved with the proposed approach yielding up to 12 dB gain in PSNR with respect to traditional.
  • Keywords
    compressed sensing; hyperspectral imaging; image coding; image reconstruction; compressive spectral imaging; digital micromirror devices; focal plane array; mismatched spectral imagers; reconstruction algorithm; synthetic coded apertures; three dimensional data cube; two dimensional coded aperture projection snapshots; Apertures; Detectors; Image reconstruction; Imaging; PSNR; Spatial resolution; Spectral imaging; coded aperture; compressive sensing; hyperspectral imaging; pitch resolution;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on
  • Conference_Location
    Florence
  • Type

    conf

  • DOI
    10.1109/ICASSP.2014.6854187
  • Filename
    6854187