FILTERING AND SEGMENTATION OF POLARIMETRIC SAR IMAGES WITH BINARY PARTITION TREES

被引:13
作者
Alonso-Gonzalez, Alberto [1 ]
Lopez-Martinez, Carlos [1 ]
Salembier, Philippe [1 ]
机构
[1] Univ Politecn Cataluna, Signal Theory & Commun Dept TSC, ES-08034 Barcelona, Spain
来源
2010 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM | 2010年
关键词
SAR; SAR Polarimetry; Speckle filtering; Binary Partition Tree; Segmentation; CLASSIFICATION;
D O I
10.1109/IGARSS.2010.5653466
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
A new multi-scale PolSAR data filtering technique, based on a Binary Partition Tree (BPT) representation of the data, is proposed. Different alternatives for the construction and the exploitation of the BPT for filtering and segmentation are presented. Results with simulated and experimental PolSAR data are presented to shown the capabilities of the BPT-filtering strategy to maintain both spatial details and the polarimetric information.
引用
收藏
页码:4043 / 4046
页数:4
相关论文
共 4 条
  • [1] Unsupervised classification of polarimetric synthetic aperture radar images using fuzzy clustering and EM clustering
    Kersten, PR
    Lee, JS
    Ainsworth, TL
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2005, 43 (03): : 519 - 527
  • [2] Polarimetric SAR speckle filtering and its implication for classification
    Lee, JS
    Grunes, MR
    de Grandi, G
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1999, 37 (05): : 2363 - 2373
  • [3] Binary partition tree as an efficient representation for image processing, segmentation, and information retrieval
    Salembier, P
    Garrido, L
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2000, 9 (04) : 561 - 576
  • [4] Intensity-driven adaptive-neighborhood technique for polarimetric and interferometric SAR parameters estimation
    Vasile, Gabriel
    Trouve, Emmanuel
    Lee, Jong-Sen
    Buzuloiu, Vasile
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2006, 44 (06): : 1609 - 1621