Title :
Hyperspectral flight-line leveling and scattering correction for image mosaics
Author :
Rogge, Derek ; Bachmann, Martin ; Rivard, Benoit ; Feng, Jilu
Author_Institution :
German Remote Sensing Data Center, DLR, Wessling, Germany
Abstract :
Commonly there is a need to create a “seamless” mosaic for hyperspectral surveys that include multiple adjacent flight-lines. This is done for both visual continuity and to remove line to line radiometric inconsistencies for subsequent analysis. This paper presents a novel empirical approach to generate image mosaics that is two fold. The first step is to apply a per-pixel scattering correction to adjust for BRDF effects. This correction is based on a vegetation index and the mean reflectance of the image. The second step is a leveling procedure that treats each line equally to derive a band by band correction factor that is weighted based on the scan angle of a given pixel. The results show that the scattering correction combined with the leveling procedure can significantly reduces line to line inconsistencies and produce a high quality mosaic.
Keywords :
geophysical image processing; image scanners; image segmentation; scattering; vegetation; BRDF effect; band by band correction factor; bidirectional reflectance distribution function; empirical approach; hyperspectral flight-line leveling; hyperspectral survey; image mean reflectance; image mosaic; line to line radiometric inconsistency; multiple adjacent flight-line; per-pixel scattering correction; scan pixel angle; vegetation index; Iron; BRDF; Hyperspectral mosaic; leveling;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International
Conference_Location :
Munich
Print_ISBN :
978-1-4673-1160-1
Electronic_ISBN :
2153-6996
DOI :
10.1109/IGARSS.2012.6350984