Title :
Preliminary Research on Grid-based Remote Sensing Image distributed Processing
Author :
Tang, Jiakui ; Zhang, Aijun ; Li, Shengyang
Author_Institution :
Peking Univ., Beijing
Abstract :
Massive remote sensing image fast processing is one of the important tasks for remote sensing image applications, it is not only data intensive but also computation intensive, which arises our interest in distributed parallel processing by grid computing. The novel grid computing technology seeks to aggregate computing resources which are geographically distributed or heterogeneous for computational intensive applications. In this paper, a grid-based image processing testbed is established for remote sensing image distributed processing, and middleware is developed, which was applied to remote sensing image distributed deblurring processing. Preliminary experimental results show the processing efficiency is greatly improved, which demonstrate the promising potential of grid computing technology on remote sensing image distributed processing.
Keywords :
computer vision; grid computing; image enhancement; middleware; parallel processing; remote sensing; distributed deblurring processing; distributed parallel processing; grid computing; grid-based image processing testbed; middleware; remote sensing; Aggregates; Computer applications; Concurrent computing; Distributed computing; Distributed processing; Grid computing; Image processing; Parallel processing; Remote sensing; Testing;
Conference_Titel :
Network and Parallel Computing Workshops, 2007. NPC Workshops. IFIP International Conference on
Conference_Location :
Liaoning
Print_ISBN :
978-0-7695-2943-1
DOI :
10.1109/NPC.2007.54