COMPARISON OF DUAL AND FULL POLARIMETRIC ENTROPY/ALPHA DECOMPOSITIONS WITH TERRASAR-X, SUITABILITY FOR USE IN CLASSIFICATION

被引:6
作者
Dhar, A. Tishampati [1 ]
Gray, B. Doug [1 ]
Menges, C. Carl [2 ]
机构
[1] Univ Adelaide, Sch Engn Math & Comp Sci, Dept Elect & Elect Engn, Adelaide, SA, Australia
[2] Univ Adelaide, Sch Engn Math & Comp Sci, Dept Comp Sci, Adelaide, SA, Australia
来源
2011 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS) | 2011年
关键词
TerraSAR-X; Polarimetric Analysis; Random Forest Classifiers;
D O I
10.1109/IGARSS.2011.6049163
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 paper presents the case for the use of dual-polarimetric entropy/alpha parameters in classification of healthy vs. unhealthy vegetation (River Red Gum - Eucalyptus camaldulensis). TerraSAR-X fully polarimetric data from the Dual Receive Antenna (DRA) mode campaign performed early in 2010 is used for this purpose.
引用
收藏
页码:456 / 458
页数:3
相关论文
共 18 条
  • [1] Classification and Monitoring of Reed Belts Using Dual-Polarimetric TerraSAR-X Time Series
    Heine, Iris
    Jagdhuber, Thomas
    Itzerott, Sibylle
    REMOTE SENSING, 2016, 8 (07)
  • [2] CROSS-CALIBRATION OF FULL POLARIMETRIC RIX AND TERRASAR-X DATA
    Gimeno Martinez, N.
    Gomez Miguel, B.
    Lopez Pescador, A.
    Cifuentes Revenga, P.
    Nieto Borge, J. C.
    2012 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2012, : 5864 - 5867
  • [4] Rice monitoring with multi-temporal and dual-polarimetric TerraSAR-X data
    Koppe, Wolfgang
    Gnyp, Martin L.
    Huett, Christoph
    Yao, Yinkun
    Miao, Yuxin
    Chen, Xinping
    Bareth, Georg
    INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2013, 21 : 568 - 576
  • [5] Multi-data approach for crop classification using multitemporal, dual-polarimetric TerraSAR-X data, and official geodata
    Huett, Christoph
    Waldhoff, Guido
    EUROPEAN JOURNAL OF REMOTE SENSING, 2018, 51 (01): : 62 - 74
  • [6] MULTIPLE CROP YIELD PREDICTION USING DUAL-POLARIMETRIC TERRASAR-X STRIPMAP IMAGERY
    Dhor, Tishampati
    Gray, Doug
    Menges, Carl
    2009 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS 1-5, 2009, : 1745 - +
  • [7] Classification of agricultural fields using time series of dual polarimetry TerraSAR-X images
    Mirzaee, S.
    Motagh, M.
    Arefi, H.
    Nooryazdan, M.
    1ST ISPRS INTERNATIONAL CONFERENCE ON GEOSPATIAL INFORMATION RESEARCH, 2014, 40 (2/W3): : 191 - 196
  • [8] Comparison of using single- or multi-polarimetric TerraSAR-X images for segmentation and classification of man-made maritime objects
    Teutsch, Michael
    Saur, Guenter
    IMAGE AND SIGNAL PROCESSING FOR REMOTE SENSING XVII, 2011, 8180
  • [9] Biomass Assessment of Agricultural Crops Using Multi-temporal Dual-Polarimetric TerraSAR-X Data
    Nima Ahmadian
    Tobias Ullmann
    Jochem Verrelst
    Erik Borg
    Reinhard Zölitz
    Christopher Conrad
    PFG – Journal of Photogrammetry, Remote Sensing and Geoinformation Science, 2019, 87 : 159 - 175
  • [10] Biomass Assessment of Agricultural Crops Using Multi-temporal Dual-Polarimetric TerraSAR-X Data
    Ahmadian, Nima
    Ullmann, Tobias
    Verrelst, Jochem
    Borg, Erik
    Zoelitz, Reinhard
    Conrad, Christopher
    PFG-JOURNAL OF PHOTOGRAMMETRY REMOTE SENSING AND GEOINFORMATION SCIENCE, 2019, 87 (04): : 159 - 175