Speckle filtering of polarimetric SAR image and the enhancement for classification

被引：0
|
作者：
Gu, J [1 ]
Chen, YL [1 ]
Yang, J [1 ]
机构：
[1] Tsing Hua Univ, Dept Elect Engn, Beijing 100084, Peoples R China
来源：
IEEE 2005 International Symposium on Microwave, Antenna, Propagation and EMC Technologies for Wireless Communications Proceedings, Vols 1 and 2 | 2005年
关键词：
D O I：
暂无
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：
In this paper, a new approach to speckle filtering of Synthetic Aperture Radar (SAR) data is presented. We define a parameter space consisting of two orthogonal subspaces - the signal subspace and the noise subspace. Then, the full polarimetric information from the signal subspace is obtained after speckle filtering. Moreover, edges of different kinds of targets are preserved. Using polarimetric SAR data, the effectiveness of the proposed method is not only validate by the standard-deviation-to mean ratio, but also by target classification.
引用
收藏
页码：378 / 382
页数：5
相关论文
共 50 条
  • [21] Speckle filtering, segmentation and classification of polarimetric SAR data: A unified approach based on the wavelet transform
    De Grandi, GF
    Lee, JS
    Simard, M
    Wakabayashi, H
    Schuler, D
    Ainsworth, TL
    IGARSS 2000: IEEE 2000 INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOL I - VI, PROCEEDINGS, 2000, : 1107 - 1109
  • [22] Improved speckle filtering of polarimetric SAR by target signature preserving
    Chang, Lena
    Hung, Ming-Hung
    Chang, Yang-Lang
    Chen, Yu-Jen
    POLARIZATION SCIENCE AND REMOTE SENSING IX, 2019, 11132
  • [23] A Comparative Study of Speckle Filtering In Polarimetric Radar SAR Images
    Bouchemakh, L.
    Smara, Y.
    Boutarfa, S.
    Hamadache, Z.
    2008 3RD INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGIES: FROM THEORY TO APPLICATIONS, VOLS 1-5, 2008, : 749 - 754
  • [24] Analysis, Evaluation, and Comparison of Polarimetric SAR Speckle Filtering Techniques
    Foucher, Samuel
    Lopez-Martinez, Carlos
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2014, 23 (04) : 1751 - 1764
  • [25] Speckle filtering in polarimetric SAR data based on the subspace decomposition
    Gu, J
    Yang, J
    Zhang, H
    Peng, YN
    Wang, C
    Zhang, H
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2004, 42 (08): : 1635 - 1641
  • [26] Adaptive Anisotropic Diffusion Method for Polarimetric SAR Speckle Filtering
    Ma, Xiaoshuang
    Shen, Huanfeng
    Zhang, Liangpei
    Yang, Jie
    Zhang, Hongyan
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2015, 8 (03) : 1041 - 1050
  • [27] Adaptive Speckle Filtering for Time Series of Polarimetric SAR Images
    Salehi, Maryam
    Mohammadzadeh, Ali
    Maghsoudi, Yasser
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2017, 10 (06) : 2841 - 2848
  • [28] SPECKLE FILTERING ALGORITHM FOR POLARIMETRIC SAR BASED ON MEAN SHIFT
    Pang Bo
    Xing Shi-qi
    Li Yong-zhen
    Wang Xue-song
    2012 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2012, : 5892 - 5895
  • [29] Application of Mixture Regression for Improved Polarimetric SAR Speckle Filtering
    Wang, Yanting
    Ainsworth, Thomas L.
    Lee, Jong-Sen
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2017, 55 (01): : 453 - 467
  • [30] Unsupervised polarimetric SAR image classification
    Xu, JY
    Yang, J
    Peng, YN
    Wang, C
    IEICE TRANSACTIONS ON COMMUNICATIONS, 2004, E87B (04) : 1048 - 1052
12345