An adaptive sar image speckle reduction algorithm based on wavelet transform and diffusion equations for marine scenes

Yanjiao Yang, Zegang Ding*, Jingyun Liu, Qiang Gao, Xinzhe Yuan, Xiaojun Lu

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

2 引用 (Scopus)

摘要

In order to reduce speckle noise and maintain targets' characteristics in SAR image with low signal to noise(SNR), an adaptive speckle reduction algorithm based on the wavelet threshold de-noising and the Forward and Back(FAB) diffusion equation for marine scenes is proposed. First, a new wavelet thresholding de-noising function which can avoid shortcomings of other wavelet de-noising function such as Hard-thresholding, Soft-thresholding and Firm-thresholding function is proposed to filter part of noise and reduce the impact of noise on the FAB operation. Second, how to select suitable constant parameters is analyzed and the improved FAB operation is used to eliminate the influence of discontinuous points generated in wavelet operation, suppress the residual noise and stress targets such as bright points and edge. The effectiveness of the algorithm is verified by the experiments with the GF-3 image.

源语言英语
主期刊名2017 IEEE International Geoscience and Remote Sensing Symposium
主期刊副标题International Cooperation for Global Awareness, IGARSS 2017 - Proceedings
出版商Institute of Electrical and Electronics Engineers Inc.
3082-3085
页数4
ISBN(电子版)9781509049516
DOI
出版状态已出版 - 1 12月 2017
活动37th Annual IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2017 - Fort Worth, 美国
期限: 23 7月 201728 7月 2017

出版系列

姓名International Geoscience and Remote Sensing Symposium (IGARSS)
2017-July

会议

会议37th Annual IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2017
国家/地区美国
Fort Worth
时期23/07/1728/07/17

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