COMPARATIVE ANALYSIS AND COMBINATION OF ALOS OPTICAL AND SAR DATA FOR HUMAN SETTLEMENT EXTENT EXTRACTION

被引：0
作者：
Liu, P. [1 ]
Gamba, P. [1 ]
Lisini, G. [1 ]
Du, P. [1 ]
机构：
[1] China Univ Min & Technol, Xuzhou, Peoples R China
来源：
2012 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS) | 2012年
关键词：
Human settlements; Built-up area detection; optical and SAR data fusion; IMAGES; FEATURES;
D O I：
10.1109/IGARSS.2012.6352310
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：
This papers presents a first attempt to analyze and fuse human settlement extents extracted from optical and radar data. Due to the different possible definition of human settlements (artificial land covers, urban land use classes, built-up areas, ... ) the approaches that are discussed in these paper present different results on the same area. While comparison with ground truth is always feasible, a combination of extraction results from SAR and optical is acceptable only when the same underlying definition of human settlement is considered.
引用
收藏
页码：5729 / 5732
页数：4
相关论文
共 16 条
  • [1] Earthquake Damage Assessment of Buildings Using VHR Optical and SAR Imagery
    Brunner, Dominik
    Lemoine, Guido
    Bruzzone, Lorenzo
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2010, 48 (05): : 2403 - 2420
  • [2] Building Height Retrieval From VHR SAR Imagery Based on an Iterative Simulation and Matching Technique
    Brunner, Dominik
    Lemoine, Guido
    Bruzzone, Lorenzo
    Greidanus, Harm
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2010, 48 (03): : 1487 - 1504
  • [3] Texture-based characterization of urban environments on satellite SAR images
    Dell'Acqua, F
    Gamba, P
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2003, 41 (01): : 153 - 159
  • [4] Dell'Acqua F., 2009, P JURSE 2009 22 24 M
  • [5] Ground subsidence monitoring in Hong Kong with satellite SAR interferometry
    Ding, XL
    Liu, GX
    Li, ZW
    Li, ZL
    Chen, YQ
    [J]. PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING, 2004, 70 (10) : 1151 - 1156
  • [6] Robust Extraction of Urban Area Extents in HR and VHR SAR Images
    Gamba, Paolo
    Aldrighi, Massimilano
    Stasolla, Mattia
    [J]. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2011, 4 (01) : 27 - 34
  • [7] Automatic recognition of man-made objects in high resolution optical remote sensing images by SVM classification of geometric image features
    Inglada, Jordi
    [J]. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2007, 62 (03) : 236 - 248
  • [8] Post-earthquake building collapse: a comparison of government statistics and estimates derived from SPOT HRVIR data
    Kaya, S
    Curran, PJ
    Llewellyn, G
    [J]. INTERNATIONAL JOURNAL OF REMOTE SENSING, 2005, 26 (13) : 2731 - 2740
  • [9] Performance evaluation of automated approaches to building detection in multi-source aerial data
    Khoshelham, Kourosh
    Nardinocchi, Carla
    Frontoni, Emanuele
    Mancini, Adriano
    Zingaretti, Primo
    [J]. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2010, 65 (01) : 123 - 133
  • [10] A Robust Built-Up Area Presence Index by Anisotropic Rotation-Invariant Textural Measure
    Pesaresi, Martino
    Gerhardinger, Andrea
    Kayitakire, Francois
    [J]. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2008, 1 (03) : 180 - 192
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