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
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;
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on
DOI :
10.1109/TGRS.2005.857623