A Fuzzy Approach for Speckle Noise Reduction in SAR Images

The Synthetic Aperture Radar (SAR) image has a high resolution and not influenced by weather conditions either day or night. SAR image with its advantages, is becoming popular than the optical image in earth observation using the remote-sensing techniques. However, the speckle noise...

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Main Authors:	Santoso, Ardhi W., Bayuaji, Luhur, Pebrianti, Dwi, Suryanti, Awang, Lim, Tien Sze, Habibah, Lateh, Jasni, Mohamad Zain
Format:	Article
Language:	English English
Published:	IASE 2016
Subjects:	QA75 Electronic computers. Computer science
Online Access:	http://umpir.ump.edu.my/id/eprint/14340/ http://umpir.ump.edu.my/id/eprint/14340/ http://umpir.ump.edu.my/id/eprint/14340/1/fskkp-2016-santoso-Fuzzy%20Approach%20for%20Speckle%20Noise.pdf http://umpir.ump.edu.my/id/eprint/14340/7/fskkp-2016-santoso-Fuzzy%20Approach%20for%20Speckle%20Noise1.pdf

id	ump-14340
recordtype	eprints
spelling	ump-143402020-02-21T07:54:28Z http://umpir.ump.edu.my/id/eprint/14340/ A Fuzzy Approach for Speckle Noise Reduction in SAR Images Santoso, Ardhi W. Bayuaji, Luhur Pebrianti, Dwi Suryanti, Awang Lim, Tien Sze Habibah, Lateh Jasni, Mohamad Zain QA75 Electronic computers. Computer science The Synthetic Aperture Radar (SAR) image has a high resolution and not influenced by weather conditions either day or night. SAR image with its advantages, is becoming popular than the optical image in earth observation using the remote-sensing techniques. However, the speckle noise that occurs in the SAR image causes difficulties in image interpretation. T hus, speckle noise reduction need s as prepossessing procedure prior to the u se of the SAR images. The ideal speckle filter has the capability of reducing speckle noise without losing the information and preserving texture. Fuzzy ap proach has a good performance to reduce speckle noise in a medical image, wh ich is occurred on a SAR image. It propo sed a filter which is a combin ation of fuzzy with qualified existing filter tha t applied to SAR image, aimed at eliminating speckle noise while maintaining texture. The results showed tha t the proposed filter has better perf ormance than commonly used filte rs such as the Mean, Median, Kuan, Lee, and Frost filters. The experiments conducted in a homogeneous area; forests, pla ntations and oceans from ALOS-P ALSAR image in the area of Kuant an, Pahang, Malaysia. IASE 2016 Article PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/14340/1/fskkp-2016-santoso-Fuzzy%20Approach%20for%20Speckle%20Noise.pdf application/pdf en http://umpir.ump.edu.my/id/eprint/14340/7/fskkp-2016-santoso-Fuzzy%20Approach%20for%20Speckle%20Noise1.pdf Santoso, Ardhi W. and Bayuaji, Luhur and Pebrianti, Dwi and Suryanti, Awang and Lim, Tien Sze and Habibah, Lateh and Jasni, Mohamad Zain (2016) A Fuzzy Approach for Speckle Noise Reduction in SAR Images. International Journal of Advanced and Applied Sciences, 3 (5). pp. 33-38. ISSN 0973-4562 (Print); 0973-9769 (Online) http://www.science-gate.com/IJAAS/Articles/2016-3-5/06%202016-3-5-pp.33-38.pdf
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English English
topic	QA75 Electronic computers. Computer science
spellingShingle	QA75 Electronic computers. Computer science Santoso, Ardhi W. Bayuaji, Luhur Pebrianti, Dwi Suryanti, Awang Lim, Tien Sze Habibah, Lateh Jasni, Mohamad Zain A Fuzzy Approach for Speckle Noise Reduction in SAR Images
description	The Synthetic Aperture Radar (SAR) image has a high resolution and not influenced by weather conditions either day or night. SAR image with its advantages, is becoming popular than the optical image in earth observation using the remote-sensing techniques. However, the speckle noise that occurs in the SAR image causes difficulties in image interpretation. T hus, speckle noise reduction need s as prepossessing procedure prior to the u se of the SAR images. The ideal speckle filter has the capability of reducing speckle noise without losing the information and preserving texture. Fuzzy ap proach has a good performance to reduce speckle noise in a medical image, wh ich is occurred on a SAR image. It propo sed a filter which is a combin ation of fuzzy with qualified existing filter tha t applied to SAR image, aimed at eliminating speckle noise while maintaining texture. The results showed tha t the proposed filter has better perf ormance than commonly used filte rs such as the Mean, Median, Kuan, Lee, and Frost filters. The experiments conducted in a homogeneous area; forests, pla ntations and oceans from ALOS-P ALSAR image in the area of Kuant an, Pahang, Malaysia.
format	Article
author	Santoso, Ardhi W. Bayuaji, Luhur Pebrianti, Dwi Suryanti, Awang Lim, Tien Sze Habibah, Lateh Jasni, Mohamad Zain
author_facet	Santoso, Ardhi W. Bayuaji, Luhur Pebrianti, Dwi Suryanti, Awang Lim, Tien Sze Habibah, Lateh Jasni, Mohamad Zain
author_sort	Santoso, Ardhi W.
title	A Fuzzy Approach for Speckle Noise Reduction in SAR Images
title_short	A Fuzzy Approach for Speckle Noise Reduction in SAR Images
title_full	A Fuzzy Approach for Speckle Noise Reduction in SAR Images
title_fullStr	A Fuzzy Approach for Speckle Noise Reduction in SAR Images
title_full_unstemmed	A Fuzzy Approach for Speckle Noise Reduction in SAR Images
title_sort	fuzzy approach for speckle noise reduction in sar images
publisher	IASE
publishDate	2016
url	http://umpir.ump.edu.my/id/eprint/14340/ http://umpir.ump.edu.my/id/eprint/14340/ http://umpir.ump.edu.my/id/eprint/14340/1/fskkp-2016-santoso-Fuzzy%20Approach%20for%20Speckle%20Noise.pdf http://umpir.ump.edu.my/id/eprint/14340/7/fskkp-2016-santoso-Fuzzy%20Approach%20for%20Speckle%20Noise1.pdf
first_indexed	2023-09-18T22:17:59Z
last_indexed	2023-09-18T22:17:59Z
_version_	1777415465777233920

A Fuzzy Approach for Speckle Noise Reduction in SAR Images

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