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Performance of Various Speckle Reduction Filters on Synthetic Aperture Radar Image

Synthetic Aperture Radar (SAR) image with its advantages, becoming popular than the optical image. However, the speckle in causes difficulties in the interpretation and analysis during image processing. Thus, before the SAR images are used, speckle noise reduction is necessary. The ideal speckle fil...

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Main Authors: Santoso, Ardhi W., Pebrianti, Dwi, Bayuaji, Luhur, Jasni, Mohamad Zain
格式: Conference or Workshop Item
語言:English
English
出版: IEEE 2015
主題:
QA76 Computer software
TK Electrical engineering. Electronics Nuclear engineering
在線閱讀:http://umpir.ump.edu.my/id/eprint/10477/1/Performance%20of%20Various%20Speckle%20Reduction%20Filters%20on%20Synthetic%20Aperture%20Radar%20Image.pdf
http://umpir.ump.edu.my/id/eprint/10477/7/fkee-fskkp-ardhi%20w%20santoso-performance%20of%20various%20speckle%20reduction.pdf
http://umpir.ump.edu.my/id/eprint/10477/
http://dx.doi.org/10.1109/ICSECS.2015.7333103
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spelling my.ump.umpir.104772020-02-21T07:55:11Z http://umpir.ump.edu.my/id/eprint/10477/ Performance of Various Speckle Reduction Filters on Synthetic Aperture Radar Image Santoso, Ardhi W. Pebrianti, Dwi Bayuaji, Luhur Jasni, Mohamad Zain QA76 Computer software TK Electrical engineering. Electronics Nuclear engineering Synthetic Aperture Radar (SAR) image with its advantages, becoming popular than the optical image. However, the speckle in causes difficulties in the interpretation and analysis during image processing. Thus, before the SAR images are used, speckle noise reduction is necessary. The ideal speckle filter has the main goal of reducing speckle noise without losing the information, content, and preserve the edges and features. Various noise filters have been designed for different purposes and different capacities. In this study, we discuss four filters, namely Lee, Frost, Median and Mean filter. We are analyzing quality parameter and comparing statistic performance of Lee, Frost, Mean and Median filters for SAR sample data. The results show MSE, PSNR, SNR, and AD value that generate by Frost filter performs better than the other filter. And from visual interpretation of the de-speckle image that filtered with Frost filter, show sharpen edge and preserved texture. IEEE 2015 Conference or Workshop Item PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/10477/1/Performance%20of%20Various%20Speckle%20Reduction%20Filters%20on%20Synthetic%20Aperture%20Radar%20Image.pdf application/pdf en http://umpir.ump.edu.my/id/eprint/10477/7/fkee-fskkp-ardhi%20w%20santoso-performance%20of%20various%20speckle%20reduction.pdf Santoso, Ardhi W. and Pebrianti, Dwi and Bayuaji, Luhur and Jasni, Mohamad Zain (2015) Performance of Various Speckle Reduction Filters on Synthetic Aperture Radar Image. In: 4th International Conference on Software Engineering and Computer Systems (ICSECS 2015), 19-21 August 2015 , Kuantan, Pahang. pp. 11-14.. ISBN 978-1-4673-6722-6 http://dx.doi.org/10.1109/ICSECS.2015.7333103
institution Universiti Malaysia Pahang Al-Sultan Abdullah
building UMPSA Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Pahang Al-Sultan Abdullah
content_source UMPSA Institutional Repository
url_provider http://umpir.ump.edu.my/
language English
English
topic QA76 Computer software
TK Electrical engineering. Electronics Nuclear engineering
spellingShingle QA76 Computer software
TK Electrical engineering. Electronics Nuclear engineering
Santoso, Ardhi W.
Pebrianti, Dwi
Bayuaji, Luhur
Jasni, Mohamad Zain
Performance of Various Speckle Reduction Filters on Synthetic Aperture Radar Image
description Synthetic Aperture Radar (SAR) image with its advantages, becoming popular than the optical image. However, the speckle in causes difficulties in the interpretation and analysis during image processing. Thus, before the SAR images are used, speckle noise reduction is necessary. The ideal speckle filter has the main goal of reducing speckle noise without losing the information, content, and preserve the edges and features. Various noise filters have been designed for different purposes and different capacities. In this study, we discuss four filters, namely Lee, Frost, Median and Mean filter. We are analyzing quality parameter and comparing statistic performance of Lee, Frost, Mean and Median filters for SAR sample data. The results show MSE, PSNR, SNR, and AD value that generate by Frost filter performs better than the other filter. And from visual interpretation of the de-speckle image that filtered with Frost filter, show sharpen edge and preserved texture.
format Conference or Workshop Item
author Santoso, Ardhi W.
Pebrianti, Dwi
Bayuaji, Luhur
Jasni, Mohamad Zain
author_facet Santoso, Ardhi W.
Pebrianti, Dwi
Bayuaji, Luhur
Jasni, Mohamad Zain
author_sort Santoso, Ardhi W.
title Performance of Various Speckle Reduction Filters on Synthetic Aperture Radar Image
title_short Performance of Various Speckle Reduction Filters on Synthetic Aperture Radar Image
title_full Performance of Various Speckle Reduction Filters on Synthetic Aperture Radar Image
title_fullStr Performance of Various Speckle Reduction Filters on Synthetic Aperture Radar Image
title_full_unstemmed Performance of Various Speckle Reduction Filters on Synthetic Aperture Radar Image
title_sort performance of various speckle reduction filters on synthetic aperture radar image
publisher IEEE
publishDate 2015
url http://umpir.ump.edu.my/id/eprint/10477/1/Performance%20of%20Various%20Speckle%20Reduction%20Filters%20on%20Synthetic%20Aperture%20Radar%20Image.pdf
http://umpir.ump.edu.my/id/eprint/10477/7/fkee-fskkp-ardhi%20w%20santoso-performance%20of%20various%20speckle%20reduction.pdf
http://umpir.ump.edu.my/id/eprint/10477/
http://dx.doi.org/10.1109/ICSECS.2015.7333103
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score 13.251813

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