Multisensor fusion through fuzzy reasoning. Application to land-cover classification using ERS-1/JERS-1 SAR composites

被引:0
|
作者
Solaiman, B [1 ]
Pierce, LE [1 ]
Kellndorfer, JM [1 ]
Mouchot, MC [1 ]
Ulaby, FT [1 ]
机构
[1] ENST Br, Dept Image & Traitement Informat, F-29285 Brest, France
关键词
D O I
10.1109/IGARSS.1998.691392
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
In this paper, fuzzy-based multisensor data fusion is studied and an iterative fuzzy classifier is proposed. Obtained results are given as a set of two maps: a thematic map, and a confidence map (a classification certainty map representing the degree of certainty in the thematic map). The application of this classifier using ERS-1/JERS-1 SAR composites is shown to very promising.
引用
收藏
页码:1320 / 1322
页数:3
相关论文
共 20 条
  • [1] Multisensor data fusion using fuzzy concepts: Application to land-cover classification using ERS-1/JERS-1 SAR composites
    Solaiman, B
    Pierce, LE
    Ulaby, FT
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1999, 37 (03): : 1316 - 1326
  • [2] Knowledge-based land-cover classification using ERS-1/JERS-1 SAR composites
    Dobson, MC
    Pierce, LE
    Ulaby, FT
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1996, 34 (01): : 83 - 99
  • [3] Combined multi-temporal ERS-1/JERS-1 imagery for land-cover classification
    Kellndorfer, JM
    Xie, H
    Ulaby, FT
    Dobson, MC
    [J]. IGARSS '98 - 1998 INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, PROCEEDINGS VOLS 1-5: SENSING AND MANAGING THE ENVIRONMENT, 1998, : 1714 - 1716
  • [4] ERS-1 and JERS-1 SAR data analysis for soil moisture and land cover studies
    Rao, YS
    Rao, PVN
    Venkataratnam, L
    Rao, KS
    [J]. IGARSS '96 - 1996 INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM: REMOTE SENSING FOR A SUSTAINABLE FUTURE, VOLS I - IV, 1996, : 163 - 165
  • [5] Geocoding for classification of ERS/JERS-1 SAR composites
    Kellndorfer, JM
    Dobson, MC
    Ulaby, FT
    [J]. IGARSS '96 - 1996 INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM: REMOTE SENSING FOR A SUSTAINABLE FUTURE, VOLS I - IV, 1996, : 2335 - 2337
  • [6] Interpretation of SAR images on agriculture using JERS-1 and ERS-1 data
    Saito, G
    Mino, N
    Hirano, A
    [J]. STRENGTHENING COOPERATION IN THE 21ST CENTURY, 1996, 91 : 727 - 735
  • [7] Textural information of multitemporal ERS-1 and JERS-1 SAR images with applications to land and forest type classification in boreal zone
    Kurvonen, L
    Hallikainen, MT
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1999, 37 (02): : 680 - 689
  • [8] Land-cover classification using multitemporal ERS-1/2 InSAR data
    Engdahl, ME
    Hyyppä, JM
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2003, 41 (07): : 1620 - 1628
  • [9] An image processing chain for land-cover classification using multitemporal ERS-1 data
    Verhoeye, J
    De Wulf, R
    [J]. PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING, 1999, 65 (10): : 1179 - 1186
  • [10] Land-use classification using multitemporal ERS-1, Radarsat and JERS SAR-images
    Torma, M
    Koskinen, J
    [J]. IGARSS '98 - 1998 INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, PROCEEDINGS VOLS 1-5: SENSING AND MANAGING THE ENVIRONMENT, 1998, : 2125 - 2127