SAR image reconstruction by EMMP algorithm

Date
2012-04
Advisor
Instructor
Source Title
2012 20th Signal Processing and Communications Applications Conference (SIU)
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Publisher
IEEE
Volume
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Pages
Language
Turkish
Type
Conference Paper
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Abstract

In this work, EMMP algorithm is used to solve the SAR image reconstruction problem which is modelled in the compressed sensing context. It is found that the sparsity parameter of the target region is an important parameter determining the quality of the output image. The proposed method is applied to the real SAR data and provided high quality outputs. © 2012 IEEE.

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Keywords
Compressed sensing, High quality, Reconstruction problems, SAR data, SAR image reconstruction, Target regions, Algorithms, Signal processing, Image reconstruction, Matching pursuit algorithms, Context modeling, Radar imaging, EMMP algorithm
Citation
Published Version (Please cite this version)