Quantifying degrees of information in remote sensing imagery

被引:0
|
作者
Lin, Zongjian [1 ]
Deng, Bing [1 ]
机构
[1] Chinese Acad Surveying & Mapping, Beijing 100039, Peoples R China
关键词
information quantity; uncertainty; entropy; remote sensing imagery; correlation;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
So far there's been no metrology on the measurement of information of remote sensing imagery. We introduce the conception "Information quantity" from information theory to solve this problem. In this paper, the method and formulation for calculating information content of remote sensing imagery are discussed. Furthermore, we calculate the information quantity of some imagery and analyze the factors that affect the calculation on information quantity.
引用
收藏
页码:201 / 205
页数:5
相关论文
共 50 条
  • [1] A Multi-Feature Framework for Quantifying Information Content of Optical Remote Sensing Imagery
    Luo Silong
    Zhou Xiaoguang
    Hou Dongyang
    Ali, Nawaz
    Kang Qiankun
    Wang Sijia
    REMOTE SENSING, 2022, 14 (16)
  • [2] Information extraction from remote sensing imagery
    Huang, Xin
    Li, Jiayi
    Liao, Wenzhi
    Chanussot, Jocelyn
    Geo-Spatial Information Science, 2017, 20 (04) : 297 - 298
  • [3] Characterization of information content in remote sensing imagery
    Desetty, MK
    Narayanan, RM
    Reichenbach, SE
    IGARSS '98 - 1998 INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, PROCEEDINGS VOLS 1-5: SENSING AND MANAGING THE ENVIRONMENT, 1998, : 2029 - 2031
  • [4] A unified model for the information content of remote sensing imagery
    Corner, BR
    Narayanan, RM
    Reichenbach, SE
    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, : 1807 - 1809
  • [5] Effect of scale on the information content in remote sensing imagery
    Niemann, KO
    Goodenough, DG
    Hay, GJ
    IGARSS '97 - 1997 INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, PROCEEDINGS VOLS I-IV: REMOTE SENSING - A SCIENTIFIC VISION FOR SUSTAINABLE DEVELOPMENT, 1997, : 664 - 666
  • [6] Integrated spectral and spatial information mining in remote sensing imagery
    Li, J
    Narayanan, RM
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2004, 42 (03): : 673 - 685
  • [7] Impervious Surface Information Extraction Based on Hyperspectral Remote Sensing Imagery
    Tang, Fei
    Xu, Hanqiu
    REMOTE SENSING, 2017, 9 (06):
  • [8] Information balance network for multiscale object detection in remote sensing imagery
    Bin Wen
    Zhang, Jun
    Shen, Yanjun
    Xu, Bingrong
    JOURNAL OF ELECTRONIC IMAGING, 2024, 33 (06)
  • [9] Aliasing in remote sensing imagery
    Schowengerdt, RA
    VISUAL INFORMATION PROCESSING XI, 2002, 4736 : 92 - 98
  • [10] Interpolation of remote sensing imagery
    Miettinen, K
    Visual Information Processing XIV, 2005, 5817 : 157 - 166