• DocumentCode
    35998
  • Title

    Accelerated Numerical Processing of Electronically Recorded Holograms With Reduced Speckle Noise

  • Author

    Trujillo, Carlos ; Garcia-Sucerquia, Jorge

  • Author_Institution
    Univ. Nac. de Colombia-Sede Medellin, Medellin, Colombia
  • Volume
    22
  • Issue
    9
  • fYear
    2013
  • fDate
    Sept. 2013
  • Firstpage
    3528
  • Lastpage
    3537
  • Abstract
    The numerical reconstruction of digitally recorded holograms suffers from speckle noise. An accelerated method that uses general-purpose computing in graphics processing units to reduce that noise is shown. The proposed methodology utilizes parallelized algorithms to record, reconstruct, and superimpose multiple uncorrelated holograms of a static scene. For the best tradeoff between reduction of the speckle noise and processing time, the method records, reconstructs, and superimposes six holograms of 1024 × 1024 pixels in 68 ms; for this case, the methodology reduces the speckle noise by 58% compared with that exhibited by a single hologram. The fully parallelized method running on a commodity graphics processing unit is one order of magnitude faster than the same technique implemented on a regular CPU using its multithreading capabilities. Experimental results are shown to validate the proposal.
  • Keywords
    graphics processing units; holography; image denoising; image reconstruction; numerical analysis; parallel algorithms; speckle; accelerated numerical processing; commodity graphic processing unit; digitally recorded holograms; electronically recorded hologram; general-purpose computing; multiple uncorrelated hologram recording; parallelized algorithm; parallelized method; processing time reduction; speckle noise reduction; static scene; uncorrelated hologram reconstruction; uncorrelated hologram superimposition; DH-HEMTs; Diffraction; Digital cameras; Graphics processing units; Image reconstruction; Noise; Speckle; Digital holography (DH); general-purpose computing in graphics processing units (GPGPU); noise speckle reduction; uncorrelated holograms;
  • fLanguage
    English
  • Journal_Title
    Image Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1057-7149
  • Type

    jour

  • DOI
    10.1109/TIP.2013.2244219
  • Filename
    6423908