• DocumentCode
    442764
  • Title

    Design goals and solutions for display of hyperspectral images

  • Author

    Jacobson, Nathaniel P. ; Gupta, Maya R.

  • Author_Institution
    Dept. of Electr. Eng., Washington Univ., Seattle, WA, USA
  • Volume
    2
  • fYear
    2005
  • fDate
    11-14 Sept. 2005
  • 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 which create natural looking imagery where hue, brightness, saturation and white-point have meanings consistent with the human visual system interpretation of natural scenes. For AVIRIS images, hue interpretation of water and vegetation is also preserved. The proposed designs avoid the pre-attentive distractions of PCA imagery, and provide comparable spectral and edge discriminability.
  • Keywords
    data visualisation; geophysical signal processing; image representation; principal component analysis; PCA; edge discriminability; human visual system interpretation; hyperspectral data representations; hyperspectral images; linear spectral weighting envelopes; principal component analysis; tristimulus displays; Data visualization; Displays; Humans; Hyperspectral imaging; Jacobian matrices; Layout; Pixel; Reflectivity; Rendering (computer graphics); Shape;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 2005. ICIP 2005. IEEE International Conference on
  • Print_ISBN
    0-7803-9134-9
  • Type

    conf

  • DOI
    10.1109/ICIP.2005.1530132
  • Filename
    1530132