• DocumentCode
    37626
  • Title

    Fast Positive Deconvolution of Hyperspectral Images

  • Author

    Henrot, Simon ; Soussen, Charles ; Brie, David

  • Author_Institution
    Res. Center for Autom. Control, Univ. de Lorraine, Vandoeuvre, France
  • Volume
    22
  • Issue
    2
  • fYear
    2013
  • fDate
    Feb. 2013
  • Firstpage
    828
  • Lastpage
    833
  • Abstract
    In this brief, we provide an efficient scheme for performing deconvolution of large hyperspectral images under a positivity constraint, while accounting for spatial and spectral smoothness of the data.
  • Keywords
    deconvolution; hyperspectral imaging; image restoration; fast positive deconvolution; hyperspectral images; image restoration; positivity constraint; spatial smoothness; spectral smoothness; Convolution; Deconvolution; Hyperspectral imaging; Image restoration; Microscopy; Minimization; Noise; Cross-spectral prior information; hyperspectral images; image restoration; positivity; regularized least squares;
  • fLanguage
    English
  • Journal_Title
    Image Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1057-7149
  • Type

    jour

  • DOI
    10.1109/TIP.2012.2216280
  • Filename
    6291782
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=37626