ESTIMATION OF FINE STRUCTURE WITHIN PIXELS IN SATELLITE IMAGERY
Techniques for synthesizing finer resolution image pixels and estimations of most likely endmembers and their abundances within relatively coarse resolution image pixels by using relatively fine resolution nearly collinear and nearly coincident panchromatic and multispectral data in the estimation of mixing endmembers, their abundances and their locations within native-scale coarse resolution imagery.
1 . A method of creating relatively higher resolution images from relatively lower native resolution images, comprising:
obtaining images of a first resolution in a first spectral band;
obtaining images of a second resolution in a second spectral band, wherein the second resolution is higher than the first resolution; and
using information from the images of the second resolution in the second spectral band to synthesize a higher resolution than the first resolution in the images of the first spectral band.
2 . A method as defined in claim 1 , wherein the first spectral band is in the SWIR wavelength range.
3 . A method as defined in claim 1 , wherein the second spectral band is in the VNIR wavelength range.
4 . A method as defined in claim 1 , wherein the synthesis occurs by creating subpixels in the images of the first spectral band.