• DocumentCode
    1100700
  • Title

    Random Projections Imaging With Extended Space-Bandwidth Product

  • Author

    Stern, Adrian ; Javidi, Bahram

  • Author_Institution
    Ben-Gurion Univ. of the Negev, Beer-Sheva
  • Volume
    3
  • Issue
    3
  • fYear
    2007
  • Firstpage
    315
  • Lastpage
    320
  • Abstract
    We propose a novel approach to imaging that is not based on traditional optical imaging architecture. With the new approach, the image is reconstructed and visualized from random projections of the input object. The random projections are implemented within a single exposure by using a random phase mask which can be placed on a lens. For objects that have sparse representation in some known domain (e.g., Fourier or wavelet), the novel imaging systems have larger effective space - bandwidth product than conventional imaging systems. This implies, for example, that more object pixels may be reconstructed and visualized than the number of pixels of the image sensor. We present simulation results on the utility of the new approach. The proposed approach can have broad applications in efficient imaging capture, visualization, and display given ever increasing demands for larger and higher resolution images, faster image communications, and multidimensional image communications such as 3-D TV and display.
  • Keywords
    data compression; image coding; image reconstruction; image resolution; compressed imaging; extended space-bandwidth product; image capturing; image reconstruction; image resolution; image visualization; random phase mask; random projection imaging; Bandwidth; Displays; Image communication; Image reconstruction; Image sensors; Lenses; Optical imaging; Pixel; Visualization; Wavelet domain; Compressed imaging; compressed sensing; efficient image visualization and display; random phase encoding; space-bandwidth product; sparse representation;
  • fLanguage
    English
  • Journal_Title
    Display Technology, Journal of
  • Publisher
    ieee
  • ISSN
    1551-319X
  • Type

    jour

  • DOI
    10.1109/JDT.2007.900919
  • Filename
    4292140