TEXTURE ANALYSIS BASED FUSION EXPERIMENTS USING HIGH-RESOLUTION SAR AND OPTICAL IMAGERY

被引:0
|
作者
Zhao, Shuhe [1 ]
Luo, Yunxiao [1 ]
Zhou, Hongkui [1 ]
Xue, Qiao [1 ]
Wang, An [1 ]
机构
[1] Nanjing Univ, Sch Geog & Oceanog Sci, Nanjing 210093, Jiangsu, Peoples R China
来源
关键词
Data Fusion; Texture Analysis; Terrasar-X; Quickbird; Evaluation;
D O I
暂无
中图分类号
P9 [自然地理学];
学科分类号
0705 ; 070501 ;
摘要
High resolution SAR images contain plenty of detailed textural features, and optical images have spectral features. For the different characteristics of the two images, Firstly, we extracted textural measures of TerraSAR-X image based on the Gray Level Co-occurrence Matrix (GLCM) method, and chose the appropriate window. Then data fusion between textural measures of TerraSAR-X image and QuickBird multispectral image was implemented based on PCA transform, and the fusion results were quantitatively evaluated, showing that the fusion image keep spectral information well and the spatial information be enhanced.
引用
收藏
页码:427 / 430
页数:4
相关论文
共 50 条
  • [1] Analysis of Urban Areas Combining High-Resolution Optical and SAR Imagery
    Wegner, Jan Dirk
    Auer, Stefan
    Thiele, Antje
    Soergel, Uwe
    [J]. IMAGIN [E,G] EUROPE, 2010, : 432 - 439
  • [2] A Learning-Based Image Fusion for High-Resolution SAR and Panchromatic Imagery
    Seo, Dae Kyo
    Eo, Yang Dam
    [J]. APPLIED SCIENCES-BASEL, 2020, 10 (09):
  • [3] Comparison of pixel based and feature based fusion of high resolution optical and SAR imagery
    Atay, G.
    Wegner, J. D.
    Lohmann, P.
    Hofmann, P.
    Soergel, U.
    [J]. REMOTE SENSING FOR A CHANGING EUROPE, 2009, : 214 - 219
  • [4] Time-Frequency Analysis in High-Resolution SAR Imagery
    Spigai, Marc
    Tison, Celine
    Souyris, Jean-Claude
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2011, 49 (07): : 2699 - 2711
  • [5] Monitoring coastal wetlands changes using fusion of high-resolution SAR and optical images
    Wu R.
    [J]. Cehui Xuebao/Acta Geodaetica et Cartographica Sinica, 2021, 50 (02): : 280
  • [6] CLASSIFIER FUSION OF HIGH-RESOLUTION OPTICAL AND SYNTHETIC APERTURE RADAR (SAR) SATELLITE IMAGERY FOR CLASSIFICATION IN URBAN AREA
    Fard, T. Alipour
    Hasanlou, M.
    Arefi, H.
    [J]. 1ST ISPRS INTERNATIONAL CONFERENCE ON GEOSPATIAL INFORMATION RESEARCH, 2014, 40 (2/W3): : 25 - 29
  • [7] Classification of high resolution imagery based on fusion of multiscale texture features
    Liu, Jinxiu
    Liu, Huiping
    Lv, Ying
    Xue, Xiaojuan
    [J]. 35TH INTERNATIONAL SYMPOSIUM ON REMOTE SENSING OF ENVIRONMENT (ISRSE35), 2014, 17
  • [8] High-Resolution Optical and SAR Image Fusion for Building Database Updating
    Poulain, Vincent
    Inglada, Jordi
    Spigai, Marc
    Tourneret, Jean-Yves
    Marthon, Philippe
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2011, 49 (08): : 2900 - 2910
  • [9] ROAD DAMAGE INFORMATION EXTRACTION USING HIGH-RESOLUTION SAR IMAGERY
    Fu, Chenrong
    Chen, Yan
    Tong, Ling
    Jia, Mingquan
    Tan, Longfei
    Ji, Xiaonan
    [J]. 2014 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2014, : 1836 - 1838
  • [10] A texture- based fusion scheme to integrate high- resolution satellite SAR and optical images
    Byun, Younggi
    [J]. REMOTE SENSING LETTERS, 2014, 5 (02) : 103 - 111