Title :
High performance computing for land cover dynamics
Author :
Parulekar, R. ; Davis, Larry ; Chellappa, Rama ; Saltz, Joel ; Sussman, Alan ; Townshend, John
Author_Institution :
UMIACS, College Park, MD, USA
Abstract :
Presents the overall goals of the authors´ research program on the application of high performance computing to remote sensing applications, specifically applications in land cover dynamics. This involves developing scalable and portable programs for a variety of image and map data processing applications, eventually integrated with new models for parallel I/O of large scale images and maps. After an overview of the multiblock PARTI run time support system, the authors explain extensions made to that system to support image processing applications, and then present an example involving multiresolution image processing. Results of running the parallel code on both a TMC CM5 and an Intel Paragon are discussed
Keywords :
remote sensing; Intel Paragon; TMC CM5; high performance computing; land cover dynamics; map data processing; multiblock PARTI run time support system; multiresolution image processing; parallel I/O; portable programs; remote sensing; scalable programs; Application software; Data structures; Dynamic programming; High performance computing; Image analysis; Image processing; Image resolution; Object oriented modeling; Remote sensing; Spatial resolution;
Conference_Titel :
Pattern Recognition, 1994. Vol. 3 - Conference C: Signal Processing, Proceedings of the 12th IAPR International Conference on
Conference_Location :
Jerusalem
Print_ISBN :
0-8186-6275-1
DOI :
10.1109/ICPR.1994.577168