A stage reduction speckle noise method of SAR images based on wavelet analysis

被引：0

作者：

Huang, SQ ^{[1
]}

Liu, DZ ^{[1
]}

Chen, L ^{[1
]}

Lu, Y ^{[1
]}

机构：

[1] Xian Res Inst Hi Tech, Xian 710025, Peoples R China

来源：

ISTM/2005: 6th International Symposium on Test and Measurement, Vols 1-9, Conference Proceedings | 2005年

关键词：

wavelet analysis; SAR image; speckle noise; wavelet packet; stages denoise;

D O I：

暂无

中图分类号：

TH7 [仪器、仪表];

学科分类号：

0804 ; 080401 ; 081102 ;

摘要：

The interferential characteristic of Synthetic Aperture Radar (SAR) makes the SAR images produce a great deal of speckle noise, which strongly obstructs the interpretations and applications of SAR images. The traditional filter algorithms can restrain speckle noise efficiently, but edge information becomes blurry. Wavelet analysis decomposes a SAR image into a series of son images that represent different scale information. The low frequency images restrain speckle noise and the high frequency images which are processed properly with some thresholds can preserve good edge information, then they reconstruct the image. The experiments show that the stage reduction speckle noise method based on wavelet analysis can obtain good filter effect in SAR images.

引用

页码：6032 / 6035

页数：4

共 50 条

[31] Speckle reduction for SAR images using edge directions in wavelet domain
Guo, XW
Tian, Z
[J]. THIRD INTERNATIONAL SYMPOSIUM ON MULTISPECTRAL IMAGE PROCESSING AND PATTERN RECOGNITION, PTS 1 AND 2, 2003, 5286 : 238 - 242
[32] Speckle reduction in polarimetric SAR images based on independent component analysis
College of Information Engineering, SWUST of China, Mianyang 621010, China
[J]. Dianzi Keji Diaxue Xuebao, 2006, 4 (484-487):
[33] A combined Speckle noise reduction and compression of SAR images using a multiwavelet based method to improve codec performance
Mvogo, J
Mercier, G
Onana, VP
Rudant, JP
Tonye, E
Trebossen, H
[J]. IGARSS 2001: SCANNING THE PRESENT AND RESOLVING THE FUTURE, VOLS 1-7, PROCEEDINGS, 2001, : 103 - 105
[34] Speckle Noise Suppression in SAR Images (Oil Spill Images) Using Wavelet Based Methods and ICA Technique
Bharaneswari, M.
Arulmozhivarman, P.
Tatavarti, Rao
Senthilnathan, K.
[J]. 2015 IEEE INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, INFORMATICS, COMMUNICATION AND ENERGY SYSTEMS (SPICES), 2015,
[35] Wavelet-based speckle noise reduction in ultrasound B-scan images
Rakotomamonjy, A
Deforge, P
Marché, P
[J]. ULTRASONIC IMAGING, 2000, 22 (02) : 73 - 94
[36] Spatially adaptive wavelet transform speckle noise smoothing technique for SAR images
Hawwar, Y
Reza, A
[J]. ALGORITHMS AND SYSTEMS FOR OPTICAL INFORMATION PROCESSING V, 2001, : 290 - 298
[37] Neuro-Fuzzy Approach for Speckle Noise Reduction in SAR Images
Singanamalla, Vijayakumar
Vaithyanathan, Santhi
[J]. RECENT TRENDS IN IMAGE PROCESSING AND PATTERN RECOGNITION (RTIP2R 2016), 2017, 709 : 251 - 260
[38] Speckle noise reduction in SAR images using fuzzy inference system
Vijayakumar, S.
Santhi, V.
[J]. International Journal of Fuzzy System Applications, 2019, 8 (04) : 60 - 83
[39] Speckle noise reduction of airborne SAR images with symmetric Daubechies wavelets
Gagnon, L
Smaili, FD
[J]. SIGNAL AND DATA PROCESSING OF SMALL TARGETS 1996, 1996, 2759 : 14 - 24
[40] An MRF based technique for speckle reduction in SAR images
D'Elia, C
Ferraiuolo, G
Pascazio, V
Schirnzi, G
[J]. IGARSS 2004: IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM PROCEEDINGS, VOLS 1-7: SCIENCE FOR SOCIETY: EXPLORING AND MANAGING A CHANGING PLANET, 2004, : 4211 - 4214

← 1 2 3 4 5 →