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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
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Paper Title
COMPARATIVE STUDY OF VARIOUS SINGLE PRODUCT SPECKLE FILTERS OF SAR DATASET OF SENTINEL-1 SATELLITE FOR SPECKLE NOISE REDUCTION
Authors
Pornima Jagtap, Sayyad Shafiyoddin
Keywords
Synthetic Aperture Radar (SAR), Sentinel-1 GRD dataset, speckle noise, Boxcar, Median, Lee, Gamma map, Frost, Refined lee and IDAN Statistical Parameters, Mean, Standard Deviation, Coefficient Variance, ENL and Max. Error.
Abstract
Abstract: The microwave Synthetic Aperture Radar (SAR) is a type of active remote sensing. Speckle noise in SAR imagery was produced due to different backscatter response from the objects in the earth surface which reducing the capability to identify object from radar imagery. SAR data are affected by speckle noise. This noise complicates the problem of interaction of the image by reducing the exactitude of the information. That is why speckle reduction is necessary before image analysis. Image filtering is important field in SAR image processing. This paper proposes the comparative study of Sentinel-1 GRD dataset to assess the performance of various types of single product speckle filters such as Boxcar, Median, Lee, Gamma map, Frost, Refined lee and IDAN. The results have been presented by various single product speckle filters on the basis of statistical analysis using parameter Viz. Mean, Standard Deviation, Coefficient Variance, ENL and Max. Error.
IJCRT's Publication Details
Unique Identification Number - IJCRT2112210
Paper ID - 213846
Page Number(s) - c87-c95
Pubished in - Volume 9 | Issue 12 | December 2021
DOI (Digital Object Identifier) - http://doi.one/10.1729/Journal.28733
Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Pornima Jagtap, Sayyad Shafiyoddin, "COMPARATIVE STUDY OF VARIOUS SINGLE PRODUCT SPECKLE FILTERS OF SAR DATASET OF SENTINEL-1 SATELLITE FOR SPECKLE NOISE REDUCTION", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.9, Issue 12, pp.c87-c95, December 2021, Available at :http://www.ijcrt.org/papers/IJCRT2112210.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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