DocumentCode
1877644
Title
High performance image processing of satellite images using graphics processing units
Author
Rumanek, Michal ; Danek, Tomasz ; Lesniak, Andrzej
Author_Institution
AGH - Univ. of Sci. & Technol., Krakow, Poland
fYear
2011
fDate
24-29 July 2011
Firstpage
559
Lastpage
561
Abstract
This paper presents preliminary results of studies concerning possibilities of high performance processing of satellite images using graphics processing units. Even if numerical procedures used for this kind of computation are not complicated and fast, size of typical satellite scene makes them time consuming. This problem is especially troublesome when many, sometimes hundredths of scenes, have to be processed in one computational task. At the present state of the study, using distributed GPU-based computational infrastructure allows to reduce time of typical computation 5 to 6 times. It should be stressed that these results were obtained using three old CUD A 2.1 NVIDIA Quadro 1600M card cluster which efficiency cannot be compared to efficiency of modern CPUs.
Keywords
computer graphic equipment; coprocessors; geophysical image processing; numerical analysis; parallel architectures; CUDA 2.1; NVIDIA Quadro 1600M card cluster; distributed GPU-based computational infrastructure; graphics processing units; high performance satellite image processing; numerical procedures; satellite scene; Earth; Graphics processing unit; Image processing; Instruction sets; Remote sensing; Satellites; CUDA; Image processing; distributed computing;
fLanguage
English
Publisher
ieee
Conference_Titel
Geoscience and Remote Sensing Symposium (IGARSS), 2011 IEEE International
Conference_Location
Vancouver, BC
ISSN
2153-6996
Print_ISBN
978-1-4577-1003-2
Type
conf
DOI
10.1109/IGARSS.2011.6049189
Filename
6049189
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