Title :
Onboard processing of orbital hyperspectral thermal infrared images
Author :
Gustafson, William T. ; Gillespie, Alan
Author_Institution :
W. M. Keck Spectral Remote Sensing Lab., Univ. of Washington, Seattle, WA, USA
Abstract :
We have devised an on-board processing system for hyperspectral thermal infrared (TIR) images, to be acquired from a spacecraft in low-Earth orbit. The onboard thermal infrared spectrometer (OTIS) system is capable of in-scene atmospheric compensation, temperature-emissivity separation and image analysis with a choice of algorithms. OTIS is written in C using the message-passing interface (MPI) libraries that allow parallel processing for improved performance and fault tolerance. OTIS is implemented for testing on an 8-node Beowulf cluster of Intel-based PCs running Linux, as well as a series of multi-processor testbeds at JPL. OTIS functioning has been tested using airborne TIR imaging spectrometer images, as well as spaceborne multispectral TIR data from the currently operational Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) instrument on NASA´s Earth Observing System Terra (formerly EOS-AM1) spacecraft.
Keywords :
Earth orbit; aerospace computing; compensation; emissivity; image processing; infrared imaging; multiprocessing systems; remote sensing; workstation clusters; Advanced Spaceborne Thermal Emission and Reflection Radiometer instrument; Beowulf cluster; Intel-based PC; Linux; NASA Earth Observing System Terra spacecraft; OTIS; airborne TIR imaging spectrometer images; fault tolerance; hyperspectral TIR images; image analysis; in-scene atmospheric compensation; low-Earth orbit spacecraft; message-passing interface libraries; multi-processor testbeds; onboard processing system; orbital hyperspectral thermal infrared images; parallel processing; spaceborne multispectral TIR data; temperature-emissivity separation; Clustering algorithms; Hyperspectral imaging; Image analysis; Infrared imaging; Infrared spectra; Libraries; Parallel processing; Space vehicles; Spectroscopy; Testing;
Conference_Titel :
Aerospace Conference Proceedings, 2002. IEEE
Print_ISBN :
0-7803-7231-X
DOI :
10.1109/AERO.2002.1035373