• DocumentCode
    1203407
  • Title

    Design goals and solutions for display of hyperspectral images

  • Author

    Jacobson, Nathaniel P. ; Gupta, Maya R.

  • Author_Institution
    Dept. of Electr. Eng., Univ. of Washington, Seattle, WA, USA
  • Volume
    43
  • Issue
    11
  • fYear
    2005
  • Firstpage
    2684
  • Lastpage
    2692
  • Abstract
    Design goals and solutions are proposed for the display of hyperspectral imagery on tristimulus displays. The requirements of a hyperspectral visualization depend on the task. We focus on creating consistent representations of hyperspectral data that can facilitate understanding and analysis of hyperspectral scenes, and may be used in conjunction with task-specific visualizations. Fixed linear spectral weighting envelopes are given, creating natural-looking imagery where hue, brightness, saturation, and whitepoint have meanings consistent with the human visual system interpretation of natural scenes. For Airborne Visible/Infrared Imaging Spectrometer images, hue interpretation of water and vegetation is also preserved. The proposed designs avoid the preattentive distractions of principal component analysis imagery, and appear to provide comparable or enhanced spectral and edge discriminability.
  • Keywords
    data visualisation; geophysical techniques; image processing; natural scenes; principal component analysis; remote sensing; Airborne Visible/Infrared Imaging Spectrometer; dimensionality reduction; edge discriminability; hyperspectral imaging; image fusion; multidimensional signal processing; natural scenes; principal components analysis; remote sensing; spectral discriminability; task-specific visualization; Brightness; Data visualization; Displays; Humans; Hyperspectral imaging; Infrared imaging; Infrared spectra; Layout; Spectroscopy; Visual system; Dimensionality reduction; hyperspectral imaging; image fusion; multidimensional signal processing; principal components analysis (PCA); remote sensing; visualization;
  • fLanguage
    English
  • Journal_Title
    Geoscience and Remote Sensing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0196-2892
  • Type

    jour

  • DOI
    10.1109/TGRS.2005.857623
  • Filename
    1522629