SAR image heterogeneity and speckle filtering

被引:5
|
作者
Chen, S. B. [1 ]
Liu, J. G. [1 ]
Wang, G. Y. [1 ]
Li, Q. L. [1 ]
机构
[1] Huazhong Univ Sci & Technol, IPRAI HUST State Key Lab Multispectral Informat P, Inst Pattern Recognit & Artificial Intelligence, Wuhan 430074, Peoples R China
关键词
RATIO;
D O I
10.1049/el.2010.0846
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The ratio of the arithmetic to the geometric mean, a general index to test synthetic aperture radar (SAR) image homogeneity, is applied to the speckle reducing algorithm. A novel filter, based on improved speckle reducing anisotropic diffusion, is designed to denoise the SAR image. Experiments validate the effectiveness of the proposed method.
引用
收藏
页码:80 / 81
页数:2
相关论文
共 50 条
  • [21] SAR image speckle noise suppression algorithm based on background homogeneity and bilateral filtering
    Ai J.
    Wang F.
    Yang X.
    Shi J.
    Liu F.
    National Remote Sensing Bulletin, 2021, 25 (05) : 1071 - 1084
  • [22] Adaptive-Window Polarimetric SAR Image Speckle Filtering Based on a Homogeneity Measurement
    Lang, Fengkai
    Yang, Jie
    Li, Deren
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2015, 53 (10): : 5435 - 5446
  • [23] Analysing the Need and Effect of Speckle Filtering in SAR Image based Flood Application Models
    Manavalan
    Rao, Y. S.
    Mohan, Krishna
    Chattopadhyay, Subrata
    Mangala
    Chandrababu, Sarat
    10TH EUROPEAN CONFERENCE ON SYNTHETIC APERTURE RADAR (EUSAR 2014), 2014,
  • [24] SAR SPECKLE FILTERING BY IMPROVED INLP FILTER
    Hamrouni, Tej-Albaha
    Yahia, Mohamed
    Abdelfattah, Riadh
    IGARSS 2018 - 2018 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2018, : 2805 - 2808
  • [25] Adaptive filtering algorithms for SAR speckle reduction
    Lu, YH
    Tan, SY
    Yeo, TS
    Ng, WE
    Lim, I
    Zhang, CB
    IGARSS '96 - 1996 INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM: REMOTE SENSING FOR A SUSTAINABLE FUTURE, VOLS I - IV, 1996, : 67 - 69
  • [26] Polarimetric signature preservation in SAR speckle filtering
    Lee, JS
    DeGrandi, G
    Grunes, MR
    Nezry, E
    IGARSS '96 - 1996 INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM: REMOTE SENSING FOR A SUSTAINABLE FUTURE, VOLS I - IV, 1996, : 1574 - 1576
  • [27] Analysis of SAR speckle filtering with different wavelets
    Han, Chunlin
    Zhao, Zhiqin
    Wang, Jianguo
    Dianzi Keji Daxue Xuebao/Journal of University of Electronic Science and Technology of China, 2000, 29 (06): : 578 - 582
  • [28] Polarimetric property preservation in SAR speckle filtering
    Lee, JS
    Grunes, MR
    Boerner, WM
    WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY, 1997, 3120 : 236 - 242
  • [29] Speckle filtering of polarimetric SAR interferometry data
    Lee, JS
    Cloude, SR
    Papathanassiou, K
    Grunes, MR
    Ainsworth, TL
    Schuler, DL
    IGARSS 2002: IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM AND 24TH CANADIAN SYMPOSIUM ON REMOTE SENSING, VOLS I-VI, PROCEEDINGS: REMOTE SENSING: INTEGRATING OUR VIEW OF THE PLANET, 2002, : 832 - 834
  • [30] Refined adaptive speckle filtering for SAR images
    Cherifi, D
    Smara, Y
    REMOTE SENSING IN THE 21ST CENTURY: ECONOMIC AND ENVIRONMENTAL APPLICATIONS, 2000, : 549 - 555