High Performance Computing for Satellite Image Processing and Analyzing – A Review
Author(s) -
Mamta Bhojne,
Abhishek Chakravarti,
Anshu Pallav,
Vidhya Lakshmi Sivakumar
Publication year - 2013
Publication title -
international journal of computer applications technology and research
Language(s) - English
Resource type - Journals
ISSN - 2319-8656
DOI - 10.7753/ijcatr0204.1007
Subject(s) - computer science , supercomputer , data processing , image processing , satellite , sketch , software , field (mathematics) , distributed computing , artificial intelligence , algorithm , parallel computing , image (mathematics) , database , engineering , aerospace engineering , mathematics , pure mathematics , programming language
High Performance Computing (HPC) is the recently developed technology in the field of computer science, which evolved due to meet increasing demands for processing speed and analysing/processing huge size of data sets. HPC brings together several technologies such as computer architecture, algorithm, programs and system software under one canopy to solve/handle advanced complex problems quickly and effectively. It is a crucial element today to gather and process large amount of satellite (remote sensing) data which is the need of an hour. In this paper, we review recent development in HPC technology (Parallel, Distributed and Cluster Computing) for satellite data processing and analysing. We attempt to discuss the fundamentals of High Performance Computing (HPC) for satellite data processing and analysing, in a way which is easy to understand without much previous background. We sketch the various HPC approach such as Parallel, Distributed & Cluster Computing and subsequent satellite data processing & analysing methods like geo-referencing, image mosaicking, image classification, image fusion and Morphological/neural approach for hyper- spectral satellite data. Collective, these works deliver a snapshot, tables and algorithms of the recent developments in thos e sectors and offer a thoughtful perspective of the potential and promising challenges of satellite data processing and analysing using HPC paradigms.
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