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Volumn 2124, Issue , 2001, Pages 217-227

Improved recognition of spectrally mixed land cover classes using spatial textures and voting classifications

Author keywords

Pattern recognition; Rating classifier; Spatial textures

Indexed keywords

DECISION TREES; IMAGE ANALYSIS; PATTERN RECOGNITION; TEXTURES;

EID: 84947914053     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-44692-3_27     Document Type: Conference Paper
Times cited : (3)

References (26)
  • 1
    • 0018466704 scopus 로고
    • Statistical and Structural Approaches to Texture
    • Haralick, R.M.: Statistical and Structural Approaches to Texture. Proc. IEEE, 67 (1979) 786-803
    • (1979) Proc. IEEE , vol.67 , pp. 786-803
    • Haralick, R.M.1
  • 2
    • 0030211964 scopus 로고    scopus 로고
    • Bagging Predictors
    • Breiman, L.: Bagging Predictors. Machine Learning, 24 (1996) 23-140
    • (1996) Machine Learning , vol.24 , pp. 23-140
    • Breiman, L.1
  • 4
    • 84947961032 scopus 로고    scopus 로고
    • A Special Report of IPCC, Summary for Policymakers
    • Intergovernmental Panel on Climate Change: Land Use, Land-Use Change, and Forestry. A Special Report of IPCC, Summary for Policymakers (2000)
    • (2000)
  • 6
    • 0027095157 scopus 로고
    • Tropical Forests as Sinks of Atmospheric Carbon
    • Lugo, A.E., Brown, S.: Tropical Forests as Sinks of Atmospheric Carbon. Forest Ecology and Management, 54 (1992) 239-255
    • (1992) Forest Ecology and Management , vol.54 , pp. 239-255
    • Lugo, A.E.1    Brown, S.2
  • 7
    • 0033821354 scopus 로고    scopus 로고
    • Characterizing Tropical Forest Regeneration in Cameroon Using NOAA AVHRR Data
    • Lucas, R.M., Honzak, M., Curran, P.J., Foody, G.M., Nguele, D.T.: Characterizing Tropical Forest Regeneration in Cameroon Using NOAA AVHRR Data. Int. J. Remote Sensing, 21 (2000) 2831-2854
    • (2000) Int. J. Remote Sensing , vol.21 , pp. 2831-2854
    • Lucas, R.M.1    Honzak, M.2    Curran, P.J.3    Foody, G.M.4    Nguele, D.T.5
  • 8
    • 0034656157 scopus 로고    scopus 로고
    • Sampling for Forest Cover Change Assessment at the Pan-Tropical Scale
    • Richards, T., Gallego, J., Achard, F.: Sampling for Forest Cover Change Assessment at the Pan-Tropical Scale. Int. J. Remote Sensing, 21 (2000) 1473-1490
    • (2000) Int. J. Remote Sensing , vol.21 , pp. 1473-1490
    • Richards, T.1    Gallego, J.2    Achard, F.3
  • 9
    • 0028849519 scopus 로고
    • Mapping the Dense Humid Forest of Cameroon and Zaire Using AVHRR Satellite Data
    • Laporte, N., Justice, C., Kendall, J.: Mapping the Dense Humid Forest of Cameroon and Zaire Using AVHRR Satellite Data. Int. J. Remote Sensing, 16 (1995) 1127-1145
    • (1995) Int. J. Remote Sensing , vol.16 , pp. 1127-1145
    • Laporte, N.1    Justice, C.2    Kendall, J.3
  • 10
    • 0033810997 scopus 로고    scopus 로고
    • Mapping the Regional Extent of Tropical Forest Regeneration Stages in the Brazilian Legal Amazon Using NOAA AVHRR Data
    • Lucas, R.M., Honzak, M., Curran, P.J., Foody, G.M., Milne, R., Brown, T., Amaral, S.: Mapping the Regional Extent of Tropical Forest Regeneration Stages in the Brazilian Legal Amazon Using NOAA AVHRR Data. Int. J. Remote Sensing, 21 (2000) 2855-2881
    • (2000) Int. J. Remote Sensing , vol.21 , pp. 2855-2881
    • Lucas, R.M.1    Honzak, M.2    Curran, P.J.3    Foody, G.M.4    Milne, R.5    Brown, T.6    Amaral, S.7
  • 11
    • 0029541338 scopus 로고
    • Spatial Variability of Images and the Monitoring of Changes in the Normalized Difference Vegetation Index
    • Townshend, J.R.G., Justice, C.O.: Spatial Variability of Images and the Monitoring of Changes in the Normalized Difference Vegetation Index. Int. J. Remote Sensing, 16 (1995) 2187-2196
    • (1995) Int. J. Remote Sensing , vol.16 , pp. 2187-2196
    • Townshend, J.1    Justice, C.O.2
  • 12
    • 0032030080 scopus 로고    scopus 로고
    • An Evaluation of Landsat TM Spectral Data and SAR - Derived Textural Information for Lithological Discrimination in the Red Sea Hills
    • Mather, P.M., Tso, B.C.K., Koch, M.: An Evaluation of Landsat TM Spectral Data and SAR - Derived Textural Information for Lithological Discrimination in the Red Sea Hills, Sudan. Int. J. Remote Sensing, 19 (1998) 587-604
    • (1998) Sudan. Int. J. Remote Sensing , vol.19 , pp. 587-604
    • Mather, P.M.1    Tso, B.2    Koch, M.3
  • 13
    • 0030618061 scopus 로고    scopus 로고
    • Multi-Source Classification of Complex Rural Areas by Statistical and Neural-Network Approaches. Photogram
    • Bruzzone, L., Conese, C., Maselli, F., Roli, F.: Multi-Source Classification of Complex Rural Areas by Statistical and Neural-Network Approaches. Photogram. Eng. & Remote Sensing, 63 (1997) 523-533
    • (1997) Eng. & Remote Sensing , vol.63 , pp. 523-533
    • Bruzzone, L.1    Conese, C.2    Maselli, F.3    Roli, F.4
  • 14
    • 0032654451 scopus 로고    scopus 로고
    • Updating Land-cover Maps by Using Texture Information From Very High-resolution Space-borne Imagery
    • Smits, P.C., Annoni, A.: Updating Land-cover Maps by Using Texture Information From Very High-resolution Space-borne Imagery. IEEE Trans. Geosci. Remote Sensing, 37 (1999) 1244-1254
    • (1999) IEEE Trans. Geosci. Remote Sensing , vol.37 , pp. 1244-1254
    • Smits, P.C.1    Annoni, A.2
  • 15
    • 0025452199 scopus 로고
    • Texture Unit, Texture Spectrum, and Texture Analysis
    • He, D.C., Wang, L.: Texture Unit, Texture Spectrum, and Texture Analysis. IEEE Trans. Geosci. Remote Sensing, 28 (1990) 509-512
    • (1990) IEEE Trans. Geosci. Remote Sensing , vol.28 , pp. 509-512
    • He, D.C.1    Wang, L.2
  • 16
    • 0031347022 scopus 로고    scopus 로고
    • An Empirical Evaluation of Bagging and Boosting
    • 27-31, Providence, Rhode Island, AAAI Press
    • Maclin, R., Opitz, D.: An Empirical Evaluation of Bagging and Boosting. In: Proc. of the 14th Nat. Conf. on Artificial Intelligence, 27-31 July, Providence, Rhode Island, AAAI Press (1997) 546-551
    • (1997) Proc. Of the 14Th Nat. Conf. On Artificial Intelligence , Issue.July , pp. 546-551
    • Maclin, R.1    Opitz, D.2
  • 18
    • 0004158427 scopus 로고    scopus 로고
    • Technical Report, Statistics Department, University of California at Berkeley
    • Breiman, L.: Arcing classifiers. Technical Report, Statistics Department, University of California at Berkeley (1996)
    • (1996) Arcing Classifiers
    • Breiman, L.1
  • 20
    • 0032645080 scopus 로고    scopus 로고
    • An Empirical Comparison of Voting Classification Algorithms: Bagging, Boosting, and Variants
    • Bauer, E., Kohavi, R.: An Empirical Comparison of Voting Classification Algorithms: Bagging, Boosting, and Variants. Machine Learning, 36 (1998) 105-139
    • (1998) Machine Learning , vol.36 , pp. 105-139
    • Bauer, E.1    Kohavi, R.2
  • 21
    • 0035273693 scopus 로고    scopus 로고
    • Enhanced Algorithm Performance for Land Cover Classification from Remotely Sensed Data Using Bagging and Boost- ing
    • Chan, J.C.W., Huang, C., De Fries, R.S.: Enhanced Algorithm Performance for Land Cover Classification from Remotely Sensed Data Using Bagging and Boost- ing. IEEE Trans. Geosc. Remote Sensing, 39 (2001) 693-695
    • (2001) IEEE Trans. Geosc. Remote Sensing , vol.39 , pp. 693-695
    • Chan, J.1    Huang, C.2    De Fries, R.S.3
  • 22
    • 0035134388 scopus 로고    scopus 로고
    • Detecting the Nature of Change in an Urban Environment - A Comparison of Machine Learning Algorithms
    • Chan, J.C.W., Chan, K.P., Yeh, A.G.O.: Detecting the Nature of Change in an Urban Environment - A Comparison of Machine Learning Algorithms. Photo. Eng. & Remote Sensing, 67 (2001) 213-225
    • (2001) Photo. Eng. & Remote Sensing , vol.67 , pp. 213-225
    • Chan, J.1    Chan, K.P.2    Yeh, A.3
  • 23
    • 21744462998 scopus 로고    scopus 로고
    • On Bias, Variance, 0/1 - loss, and the Curse-of-Dimensionality
    • Friedman, J.H.: On Bias, Variance, 0/1 - loss, and the Curse-of-Dimensionality. Data Mining and Knowledge Discovery, 1 (1997) 55-77
    • (1997) Data Mining and Knowledge Discovery , vol.1 , pp. 55-77
    • Friedman, J.H.1
  • 25
    • 0030613483 scopus 로고    scopus 로고
    • Texture Analysis of Tropical Rain Forest Infrared Satellite Images. Photogramm
    • Riou, R., Seyler, F.: Texture Analysis of Tropical Rain Forest Infrared Satellite Images. Photogramm. Engineering and Remote Sensing, 63 (1997) 515-521
    • (1997) Engineering and Remote Sensing , vol.63 , pp. 515-521
    • Riou, R.1    Seyler, F.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.