• DocumentCode
    1103340
  • Title

    Single-Pixel Imaging via Compressive Sampling

  • Author

    Duarte, Marco F. ; Davenport, Mark A. ; Takhar, D. ; Laska, Jason N. ; Sun, Ting ; Kelly, Kevin F. ; Baraniuk, Richard G.

  • Author_Institution
    Rice Univ., Houston
  • Volume
    25
  • Issue
    2
  • fYear
    2008
  • fDate
    3/1/2008 12:00:00 AM
  • Firstpage
    83
  • Lastpage
    91
  • Abstract
    In this article, the authors present a new approach to building simpler, smaller, and cheaper digital cameras that can operate efficiently across a broader spectral range than conventional silicon-based cameras. The approach fuses a new camera architecture based on a digital micromirror device with the new mathematical theory and algorithms of compressive sampling.
  • Keywords
    cameras; data compression; digital photography; image sampling; micromirrors; broad spectral range; compressive sampling; digital camera; digital micromirror device; single pixel imaging; CMOS image sensors; Charge coupled devices; Computer architecture; Digital cameras; Hyperspectral imaging; Image reconstruction; Layout; Lenses; Optical computing; Sampling methods;
  • fLanguage
    English
  • Journal_Title
    Signal Processing Magazine, IEEE
  • Publisher
    ieee
  • ISSN
    1053-5888
  • Type

    jour

  • DOI
    10.1109/MSP.2007.914730
  • Filename
    4472247