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A New Tool for Intelligent Parallel Processing of RadarSAR Remotely Sensed Imagery
Joint Authors
Ortegón Aguilar, J.
Vázquez Castillo, J.
Castillo-Atoche, Alejandro
Carrasco-Alvarez, Roberto
Source
Mathematical Problems in Engineering
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-11-03
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Abstract EN
A novel parallel tool for large-scale image enhancement/reconstruction and postprocessing of radar/SAR sensor systems is addressed.
The proposed parallel tool performs the following intelligent processing steps: image formation, for the application of different system-level effects of image degradation with a particular remote sensing (RS) system and simulation of random noising effects, enhancement/reconstruction by employing nonparametric robust high-resolution techniques, and image postprocessing using the fuzzy anisotropic diffusion technique which incorporates a better edge-preserving noise removal effect and faster diffusion process.
This innovative tool allows the processing of high-resolution images provided with different radar/SAR sensor systems as required by RS endusers for environmental monitoring, risk prevention, and resource management.
To verify the performance implementation of the proposed parallel framework, the processing steps are developed and specifically tested on graphic processing units (GPU), achieving considerable speedups compared to the serial version of the same techniques implemented in C language.
American Psychological Association (APA)
Castillo-Atoche, Alejandro& Carrasco-Alvarez, Roberto& Ortegón Aguilar, J.& Vázquez Castillo, J.. 2013. A New Tool for Intelligent Parallel Processing of RadarSAR Remotely Sensed Imagery. Mathematical Problems in Engineering،Vol. 2013, no. 2013, pp.1-10.
https://search.emarefa.net/detail/BIM-1031862
Modern Language Association (MLA)
Castillo-Atoche, Alejandro…[et al.]. A New Tool for Intelligent Parallel Processing of RadarSAR Remotely Sensed Imagery. Mathematical Problems in Engineering No. 2013 (2013), pp.1-10.
https://search.emarefa.net/detail/BIM-1031862
American Medical Association (AMA)
Castillo-Atoche, Alejandro& Carrasco-Alvarez, Roberto& Ortegón Aguilar, J.& Vázquez Castillo, J.. A New Tool for Intelligent Parallel Processing of RadarSAR Remotely Sensed Imagery. Mathematical Problems in Engineering. 2013. Vol. 2013, no. 2013, pp.1-10.
https://search.emarefa.net/detail/BIM-1031862
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1031862