Grid Service Based on GIMP for Processing Remote Sensing Images

Despite the fact that several initiatives are applying grid technologies to the remote sensing computing, the deployment of proposed solutions on a large scale is not yet a reality. First we identify the former solutions. Following the conclusions and the advances in grid technologies, we propose a practical solution for remote sensing computing based on freely distributed tools. A test case is also described in which the software prototype is used to detect river bed changes

[1]  Hai Jin,et al.  Use Case Study of Grid Computing with CGSP , 2005, Human.Society@Internet.

[2]  Donald R. Jones,et al.  Parallel computational environment for imaging science , 2002, SPIE Optics + Photonics.

[3]  Tony Pan,et al.  Image processing for the grid: a toolkit for building grid-enabled image processing applications , 2003, CCGrid 2003. 3rd IEEE/ACM International Symposium on Cluster Computing and the Grid, 2003. Proceedings..

[4]  J. M. Hans du Buf,et al.  SPMD image processing on Beowulf clusters: directives and libraries , 2003, Proceedings International Parallel and Distributed Processing Symposium.

[5]  Donald R. Jones,et al.  Distributed Computing Approach for Remote Sensing Data , 2003 .

[6]  Yan Ren,et al.  The Architecture of SIG Computing Environment and Its Application to Image Processing , 2005, GCC.

[7]  Alois Goller,et al.  Method execution on a distributed image processing back-end , 1998, Proceedings of the Sixth Euromicro Workshop on Parallel and Distributed Processing - PDP '98 -.

[8]  Angela Y. Wu,et al.  Parallel Image Processing , 2001 .

[9]  Dorian Gorgan,et al.  Satellite Image Processing Applications in MedioGRID , 2006, 2006 Fifth International Symposium on Parallel and Distributed Computing.

[10]  Charalambos D. Stamopoulos Parallel Image Processing , 1975, IEEE Transactions on Computers.

[11]  Dennis Koelma,et al.  A software architecture for user transparent parallel image processing , 2002, Parallel Comput..

[12]  Pawel Czarnul,et al.  Towards Efficient Parallel Image Processing on Cluster Grids Using GIMP , 2004, International Conference on Computational Science.

[13]  Andrew L. Wendelborn,et al.  The PAGIS Grid Application Environment , 2003, International Conference on Computational Science.

[14]  Andrea Clematis,et al.  An Object Interface for Interoperability of Image Processing Parallel Library in a Distributed Environment , 2005, ICIAP.

[15]  Ying Li,et al.  IPGE: Image Processing Grid Environment Using Components and Workflow Techniques , 2004, GCC.

[16]  Xuejun Yang,et al.  Services for Parallel Remote-Sensing Image Processing Based on Computational Grid , 2004, GCC Workshops.

[17]  Luigi Fusco,et al.  Grid technology for the storage and processing of remote sensing data: description of an application , 2003, SPIE Remote Sensing.

[18]  Yong Meng Teo,et al.  Distributed geo-rectification of satellite images using Grid computing , 2003, Proceedings International Parallel and Distributed Processing Symposium.

[19]  Carl Kesselman,et al.  Near-real-time satellite image processing: metacomputing in CC++ , 1996, IEEE Computer Graphics and Applications.

[20]  Ying Luo,et al.  Preliminary Study on Unsupervised Classification of Remotely Sensed Images on the Grid , 2004, International Conference on Computational Science.

[21]  K. Hawick,et al.  Developing a Distributed Image Processing and Management Framework , 2000 .

[22]  Henry Hoffmann,et al.  Parallel VSIPL++: An Open Standard Software Library for High-Performance Parallel Signal Processing , 2005, Proceedings of the IEEE.

[23]  Ken A. Hawick,et al.  Eric: A User and Applications Interface to a Distributed Satellite Data Repository , 1997 .

[24]  Antonio J. Plaza,et al.  Design and Implementation of a Parallel Heterogeneous Algorithm for Hyperspectral Image Analysis Using HeteroMPI , 2006, 2006 Fifth International Symposium on Parallel and Distributed Computing.

[25]  Alois Goller,et al.  A WWW - BASED DISTRIBUTED SATELLITE DATA PROCESSING SYSTEM , 1998 .

[26]  Wilson Rivera,et al.  Grid-HSI: Using grid computing to enable hyperspectral imaging analysis , 2004, Communications, Internet, and Information Technology.

[27]  Massimo Cafaro,et al.  A dynamic earth observation system , 2003, Parallel Comput..

[28]  Amy Braverman,et al.  GENESIS : The General Earth Science Investigation Suite , 2004 .

[29]  Massimo Cafaro,et al.  A Distributed Web-Based Metacomputing Environment , 1997, HPCN Europe.

[30]  Yongsheng Zhao,et al.  A robust framework for real-time distributed processing of satellite data , 2006, J. Parallel Distributed Comput..

[31]  Robert L. Stevenson,et al.  Toolkit for parallel image processing , 1998, Optics & Photonics.

[32]  Hartmut Rosengarten TerraShare – Distributed Image Data Management , 2006 .

[33]  Xuejun Yang,et al.  Research and Implementation of Grid-Enabled Parallel Algorithm of Geometric Correction in ChinaGrid , 2004, GCC.