SAR image de-noising by wavelet transform based on lifting scheme

被引:0
|
作者
Ding, Xianwen [1 ]
Huang, Weigen [1 ]
机构
[1] State Ocean Adm, Inst Oceanog 2, State Key Lab Satellite Ocean Environm Dynam, Hangzhou 310012, Peoples R China
关键词
SAR; despeckle; lifting scheme; wavelet transform;
D O I
10.1117/12.748762
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper. we propose a new de-noising method by wavelet transform based on lifting scheme for the reducing of the multiplicative speckles in synthetic aperture radar (SAR) images. An ERS-2 SAR image of Hangzhou was used as a test image to compare the performance of the method with that of conventional methods. The results show that the proposed method has advantages in radiation characteristics and textual details of the image over the conventional methods.
引用
下载
收藏
页数:6
相关论文
共 50 条
  • [21] De-noising processing of GPS signal based on lifting wavelet
    Zhu Xijun
    Zhao Jianlin
    Li Zhimin
    PROCEEDINGS OF THE 26TH CHINESE CONTROL CONFERENCE, VOL 3, 2007, : 155 - +
  • [22] Image De-noising Based on Translation Invariant Wavelet Transform and Bivariate Mode
    Liu Qing
    Tu Juan
    Yang Qing-xuan
    Luo Qing-song
    PROCEEDINGS OF 2010 3RD IEEE INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND INFORMATION TECHNOLOGY (ICCSIT 2010), VOL 6, 2010, : 233 - 236
  • [23] The Research of Underwater Image De-noising Method Based on Adaptive Wavelet Transform
    Lei Fei
    Wang Yingying
    26TH CHINESE CONTROL AND DECISION CONFERENCE (2014 CCDC), 2014, : 2521 - 2525
  • [24] Complex-background image de-noising algorithm based on wavelet transform
    Wei, Wu
    International Journal of Simulation: Systems, Science and Technology, 2015, 16 (05): : 1 - 4
  • [25] De-noising technology for laser-knife image based on wavelet transform
    Sui, Liansheng
    Yang, Jinghua
    Jiang, Zhuangde
    Guangzi Xuebao/Acta Photonica Sinica, 2003, 32 (09):
  • [26] De-noising of pulse signal based on wavelet transform
    Wang Rui
    Wang Xu
    Fu Rong
    Zhang Xiuxiu
    PROCEEDINGS OF THE FIRST INTERNATIONAL SYMPOSIUM ON TEST AUTOMATION & INSTRUMENTATION, VOLS 1 - 3, 2006, : 521 - 524
  • [27] Flotation froth image de-noising algorithm based on lifting improved directionlet transform
    Li, Jian-Qi
    Yang, Chun-Hua
    Zhu, Hong-Qiu
    Cao, Bin-Fang
    Zhongguo Youse Jinshu Xuebao/Chinese Journal of Nonferrous Metals, 2013, 23 (12): : 3484 - 3491
  • [28] Image De-Noising Method Using Photoelectric Sensor Based on Wavelet Transform and Shearlet Transform
    Sun, Jiapeng
    JOURNAL OF NANOELECTRONICS AND OPTOELECTRONICS, 2018, 13 (08) : 1250 - 1257
  • [29] Analysis of lifting scheme based Double Density Dual-Tree Complex Wavelet Transform for de-noising medical images
    Maria, H. Heartlin
    Jossy, A. Maria
    Malarvizhi, G.
    Jenitta, A.
    OPTIK, 2021, 241
  • [30] Image De-noising Algorithms Based on PDE and Wavelet
    Chen, Lixia
    PROCEEDINGS OF THE 2008 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DESIGN, VOL 1, 2008, : 549 - 552