Title :
Distributed algorithm for change detection in satellite images for Grid Environments
Author_Institution :
Univ. Politehnica of Bucharest, Bucharest
Abstract :
This paper presents a solution for real-time satellite image processing. The focus is on the detection of changes in MODIS images. We present a distributed algorithm for change detection which is based on extracting relevant parameters from MODIS spectral bands. The algorithm detects the changes between two images of the same geographical area at different time moments. The algorithm, able to run in a Grid system, is scalable, fault-tolerant. We present the experimental results of this algorithm considering three spectral bands and different input images. We also propose a method to integrate applications based on this algorithm into the MedioGRID architecture.
Keywords :
geophysical signal processing; grid computing; change detection; distributed algorithm; geographical area; grid environments; grid system; real-time satellite image processing; satellite images; Application software; Change detection algorithms; Clustering algorithms; Computer architecture; Detection algorithms; Distributed algorithms; Grid computing; Image processing; MODIS; Satellite broadcasting; Change detection.; Grid Computing; Grid architecture; Satellite; image processing;
Conference_Titel :
Parallel and Distributed Computing, 2007. ISPDC '07. Sixth International Symposium on
Conference_Location :
Hagenberg
DOI :
10.1109/ISPDC.2007.13