메뉴 건너뛰기




Volumn 69, Issue 9, 2003, Pages 981-990

Comparing ARTMAP neural network with the maximum-likelihood classifier for detecting urban change

Author keywords

[No Author keywords available]

Indexed keywords

COSTS; MAXIMUM LIKELIHOOD ESTIMATION; NATURAL RESOURCES; NEURAL NETWORKS; REGIONAL PLANNING; URBAN PLANNING;

EID: 0042421800     PISSN: 00991112     EISSN: None     Source Type: Journal    
DOI: 10.14358/PERS.69.9.981     Document Type: Review
Times cited : (81)

References (39)
  • 2
    • 0030458167 scopus 로고    scopus 로고
    • Inferring urban land use from satellite sensor images using kernel-based spatial reclassification
    • Barnsley, M.J., and S.L. Barr, 1996. Inferring urban land use from satellite sensor images using kernel-based spatial reclassification, Photogrammetric Engineering & Remote Sensing, 62(8):949-958.
    • (1996) Photogrammetric Engineering & Remote Sensing , vol.62 , Issue.8 , pp. 949-958
    • Barnsley, M.J.1    Barr, S.L.2
  • 3
    • 0025453627 scopus 로고
    • Neural network approaches versus statistical-methods in classification of multisource remote-sensing data
    • Benediktsson, J.A., P.H. Swain, and O.K. Ersoy, 1990. Neural network approaches versus statistical-methods in classification of multisource remote-sensing data, IEEE Transactions on Geoscience and Remote Sensing, 28(4):540-552.
    • (1990) IEEE Transactions on Geoscience and Remote Sensing , vol.28 , Issue.4 , pp. 540-552
    • Benediktsson, J.A.1    Swain, P.H.2    Ersoy, O.K.3
  • 4
    • 0027789411 scopus 로고
    • Conjugate-gradient neural networks in classification of multisource and very-high-dimensional remote-sensing data
    • _, 1993. Conjugate-gradient neural networks in classification of multisource and very-high-dimensional remote-sensing data, International Journal of Remote Sensing, 14(15):2883-2903.
    • (1993) International Journal of Remote Sensing , vol.14 , Issue.15 , pp. 2883-2903
  • 5
    • 0025786440 scopus 로고
    • Art 2-A: An adaptive resonance algorithm for rapid category learning and recognition
    • Carpenter, G.A., S. Grossberg, and D.B. Rosen, 1991a. Art 2-A: An adaptive resonance algorithm for rapid category learning and recognition, Neural Networks, 4(4):493-504.
    • (1991) Neural Networks , vol.4 , Issue.4 , pp. 493-504
    • Carpenter, G.A.1    Grossberg, S.2    Rosen, D.B.3
  • 6
    • 0026408256 scopus 로고
    • Fuzzy art: Fast stable learning and categorization of analog patterns by an adaptive resonance system
    • _, 1991b. Fuzzy art: Fast stable learning and categorization of analog patterns by an adaptive resonance system, Neural Networks, 4(6):759-771.
    • (1991) Neural Networks , vol.4 , Issue.6 , pp. 759-771
  • 7
    • 0942280595 scopus 로고
    • A self-organizing neural network for supervised learning, recognition, and prediction
    • Carpenter, G.A., and S. Grossberg, 1992. A self-organizing neural network for supervised learning, recognition, and prediction, IEEE Communications Magazine, 30(9):38-49.
    • (1992) IEEE Communications Magazine , vol.30 , Issue.9 , pp. 38-49
    • Carpenter, G.A.1    Grossberg, S.2
  • 8
    • 0026923589 scopus 로고
    • Fuzzy artmap: A neural network architecture for incremental supervised learning of analog multidimensional maps
    • Carpenter, G.A., S. Grossberg, N. Markuzon, J.H. Reynolds, and D.B. Rosen, 1992. Fuzzy artmap: A neural network architecture for incremental supervised learning of analog multidimensional maps, IEEE Transactions on Neural Networks, 3(5):698-713.
    • (1992) IEEE Transactions on Neural Networks , vol.3 , Issue.5 , pp. 698-713
    • Carpenter, G.A.1    Grossberg, S.2    Markuzon, N.3    Reynolds, J.H.4    Rosen, D.B.5
  • 9
    • 0029406205 scopus 로고
    • A fuzzy ARTMAP nonparametric probability estimator for nonstationary pattern-recognition problems
    • Carpenter, G.A., S. Grossberg, and J.H. Reynolds, 1995. A fuzzy ARTMAP nonparametric probability estimator for nonstationary pattern-recognition problems, IEEE Transactions on Neural Networks, 6(6):1330-1336.
    • (1995) IEEE Transactions on Neural Networks , vol.6 , Issue.6 , pp. 1330-1336
    • Carpenter, G.A.1    Grossberg, S.2    Reynolds, J.H.3
  • 10
  • 12
    • 0032874004 scopus 로고    scopus 로고
    • Remotely sensed change detection based on artificial neural networks
    • Dai, X.L., and S. Khorram, 1999. Remotely sensed change detection based on artificial neural networks, Photogrammetric Engineering & Remote Sensing, 65(10):1187-1194.
    • (1999) Photogrammetric Engineering & Remote Sensing , vol.65 , Issue.10 , pp. 1187-1194
    • Dai, X.L.1    Khorram, S.2
  • 13
    • 0035481658 scopus 로고    scopus 로고
    • Detection of urban structures in SAR images by robust fuzzy clustering algorithms: The example of street tracking
    • Dell'Acqua, F., and P. Gamba, 2001. Detection of urban structures in SAR images by robust fuzzy clustering algorithms: The example of street tracking, IEEE Transactions on Geoscience and Remote Sensing, 39(10):2287-2297.
    • (2001) IEEE Transactions on Geoscience and Remote Sensing , vol.39 , Issue.10 , pp. 2287-2297
    • Dell'Acqua, F.1    Gamba, P.2
  • 14
    • 21744459008 scopus 로고    scopus 로고
    • Fully fuzzy supervised classification of land cover from remotely sensed imagery with an artificial neural network
    • Foody, G.M., 1997. Fully fuzzy supervised classification of land cover from remotely sensed imagery with an artificial neural network, Neural Computing & Applications, 5(4):238-247.
    • (1997) Neural Computing & Applications , vol.5 , Issue.4 , pp. 238-247
    • Foody, G.M.1
  • 15
    • 0002992873 scopus 로고
    • Fuzzy neural networks in multi-temporal classification of landcover change in the Sahel
    • Lisbon, Portugal, (DOSES, EUROSTAT, ECSC-EC-CAEC, Brussels, Luxembourg)
    • Gopal, S., D. Sklarew, and E. Lambin, 1994. Fuzzy neural networks in multi-temporal classification of landcover change in the Sahel, Proceedings of the DOSES Workshop on New Tools for Spatial Analysis, Lisbon, Portugal, (DOSES, EUROSTAT, ECSC-EC-CAEC, Brussels, Luxembourg), pp. 55-68.
    • (1994) Proceedings of the DOSES Workshop on New Tools for Spatial Analysis , pp. 55-68
    • Gopal, S.1    Sklarew, D.2    Lambin, E.3
  • 17
    • 0033080043 scopus 로고    scopus 로고
    • Fuzzy neural network classification of global land cover from a 1 degrees AVHRR data set
    • Gopal, S., C.E. Woodcock, and A.H. Strahler, 1999. Fuzzy neural network classification of global land cover from a 1 degrees AVHRR data set, Remote Sensing of Environment, 67(2):230-243.
    • (1999) Remote Sensing of Environment , vol.67 , Issue.2 , pp. 230-243
    • Gopal, S.1    Woodcock, C.E.2    Strahler, A.H.3
  • 18
    • 0012640510 scopus 로고    scopus 로고
    • Visualization based on the fuzzy ARTMAP neural network for mining remotely sensed data
    • (H. Miller and J. Han, editors), Taylor and Francis, London, United Kingdom
    • Gopal, S., W. Liu, and C. Woodcock, 2001. Visualization based on the fuzzy ARTMAP neural network for mining remotely sensed data, Geographic Data Mining and Knowledge Discovery (H. Miller and J. Han, editors), Taylor and Francis, London, United Kingdom, pp. 315-336.
    • (2001) Geographic Data Mining and Knowledge Discovery , pp. 315-336
    • Gopal, S.1    Liu, W.2    Woodcock, C.3
  • 19
    • 0007561119 scopus 로고
    • Technology
    • (W.B. Meyer and B.L. Turner, editors), University of Cambridge Press, Cambridge, United Kingdom
    • Grübler, A., 1994. Technology, Changes in Land Use and Land Cover: A Global Perspective (W.B. Meyer and B.L. Turner, editors), University of Cambridge Press, Cambridge, United Kingdom, pp. 287-328.
    • (1994) Changes in Land Use and Land Cover: A Global Perspective , pp. 287-328
    • Grübler, A.1
  • 20
    • 0030736593 scopus 로고    scopus 로고
    • SAR applications in human settlement detection, population estimation and urban land use pattern analysis: A status report
    • Henderson, F.M., and Z.G. Xia, 1997. SAR applications in human settlement detection, population estimation and urban land use pattern analysis: A status report, IEEE Transactions on Geoscience and Remote Sensing, 35(1):79-85.
    • (1997) IEEE Transactions on Geoscience and Remote Sensing , vol.35 , Issue.1 , pp. 79-85
    • Henderson, F.M.1    Xia, Z.G.2
  • 21
  • 22
    • 0032986310 scopus 로고    scopus 로고
    • Remote sensing of urban suburban infrastructure and socio-economic attributes
    • Jensen, J.R., and D.C. Cowen, 1999. Remote sensing of urban suburban infrastructure and socio-economic attributes, Photogrammetric Engineering & Remote Sensing, 65(5):611-622.
    • (1999) Photogrammetric Engineering & Remote Sensing , vol.65 , Issue.5 , pp. 611-622
    • Jensen, J.R.1    Cowen, D.C.2
  • 24
    • 0034038576 scopus 로고    scopus 로고
    • The study of ERS-1 SAR and Landsat TM synergism for land use classification
    • Kuplich, T.M., C.C. Freitas, and J.V. Soares, 2000. The study of ERS-1 SAR and Landsat TM synergism for land use classification, International Journal of Remote Sensing, 21(10):2101-2111.
    • (2000) International Journal of Remote Sensing , vol.21 , Issue.10 , pp. 2101-2111
    • Kuplich, T.M.1    Freitas, C.C.2    Soares, J.V.3
  • 25
    • 0012633655 scopus 로고    scopus 로고
    • Spatial data mining for classification visualization and interpretation with ARTMAP neural network
    • (R. Grossman, editor), Kluwer Academic Publishing, Dordrecht, The Netherlands
    • Liu, W., S. Gopal, and C. Woodcock, 2001. Spatial data mining for classification visualization and interpretation with ARTMAP neural network, Data Mining for Scientific and Engineering Applications (R. Grossman, editor), Kluwer Academic Publishing, Dordrecht, The Netherlands, pp. 201-222.
    • (2001) Data Mining for Scientific and Engineering Applications , pp. 201-222
    • Liu, W.1    Gopal, S.2    Woodcock, C.3
  • 26
    • 0035838970 scopus 로고    scopus 로고
    • Predicting land-cover and land-use change in the urban fringe: A case in Morelia city, Mexico
    • Lopez, E., G. Bocco, M. Mendoza, and E. Duhau, 2001. Predicting land-cover and land-use change in the urban fringe: A case in Morelia city, Mexico, Landscape and Urban Planning, 55(4): 271-285.
    • (2001) Landscape and Urban Planning , vol.55 , Issue.4 , pp. 271-285
    • Lopez, E.1    Bocco, G.2    Mendoza, M.3    Duhau, E.4
  • 27
    • 0034518841 scopus 로고    scopus 로고
    • Dynamics of urban growth in the Washington DC metropolitan area, 1973-1996, from Landsat observations
    • Masek, J.G., F.E. Lindsay, and S.N. Coward, 2000. Dynamics of urban growth in the Washington DC metropolitan area, 1973-1996, from Landsat observations, International Journal of Remote Sensing, 21(18):3473-3486.
    • (2000) International Journal of Remote Sensing , vol.21 , Issue.18 , pp. 3473-3486
    • Masek, J.G.1    Lindsay, F.E.2    Coward, S.N.3
  • 28
    • 0002188483 scopus 로고
    • The emergence of desakota regions in Asia: Expanding a hypothesis
    • (N. Ginsburg, B. Koppel, and T.G. McGee, editors), University of Hawaii Press, Honolulu, Hawaii
    • McGee, T.G., 1991. The emergence of desakota regions in Asia: Expanding a hypothesis, The Extended Metropolis: Settlement Transitions in Asia (N. Ginsburg, B. Koppel, and T.G. McGee, editors), University of Hawaii Press, Honolulu, Hawaii, pp. 3-25.
    • (1991) The Extended Metropolis: Settlement Transitions in Asia , pp. 3-25
    • McGee, T.G.1
  • 29
    • 0029415649 scopus 로고
    • A review and analysis of backpropagation neural networks for classification of remotely-sensed multispectral imagery
    • Paola, J.D., and R.A. Schowengerdt, 1995. A review and analysis of backpropagation neural networks for classification of remotely-sensed multispectral imagery, International Journal of Remote Sensing, 16(16):3033-3058.
    • (1995) International Journal of Remote Sensing , vol.16 , Issue.16 , pp. 3033-3058
    • Paola, J.D.1    Schowengerdt, R.A.2
  • 30
    • 0031988679 scopus 로고    scopus 로고
    • A comparison of four algorithms for change detection in an urban environment
    • Ridd, M.K., and J. Liu, 1998. A comparison of four algorithms for change detection in an urban environment, Remote Sensing of Environment, 63(2):95-101.
    • (1998) Remote Sensing of Environment , vol.63 , Issue.2 , pp. 95-101
    • Ridd, M.K.1    Liu, J.2
  • 32
    • 0034644257 scopus 로고    scopus 로고
    • Landsat reveals China's farmland reserves, but they're vanishing fast
    • Seto, K.C., R.K. Kaufmann, and C.E. Woodcock, 2000. Landsat reveals China's farmland reserves, but they're vanishing fast, Nature, 406:121.
    • (2000) Nature , vol.406 , pp. 121
    • Seto, K.C.1    Kaufmann, R.K.2    Woodcock, C.E.3
  • 34
    • 0035141621 scopus 로고    scopus 로고
    • Classification and change detection using Landsat TM data: When and how to correct atmospheric effects?
    • Song, C., C.E. Woodcock, K.C. Seto, M. Pax Lenney, and S.A. Macomber, 2001. Classification and change detection using Landsat TM data: When and how to correct atmospheric effects?, Remote Sensing of Environment, 75:230-244.
    • (2001) Remote Sensing of Environment , vol.75 , pp. 230-244
    • Song, C.1    Woodcock, C.E.2    Seto, K.C.3    Pax Lenney, M.4    Macomber, S.A.5
  • 35
    • 0034881595 scopus 로고    scopus 로고
    • Monitoring urban land cover change: An expert system approach to land cover classification of semiarid to arid urban centers
    • Stefanov, W.L., M.S. Ramsey, and P.R. Christensen, 2001. Monitoring urban land cover change: An expert system approach to land cover classification of semiarid to arid urban centers, Remote Sensing of Environment, 77(2):173-185.
    • (2001) Remote Sensing of Environment , vol.77 , Issue.2 , pp. 173-185
    • Stefanov, W.L.1    Ramsey, M.S.2    Christensen, P.R.3
  • 37
    • 0042460423 scopus 로고    scopus 로고
    • Stanford University Asia/Pacific Research Center Urban Dynamics Discussion Paper, Asia/Pacific Research Center, Stanford University, California, 53 p.
    • Webster, D.R., 2001. On the Edge: Shaping the Future of Peri-Urban East Asia, Stanford University Asia/Pacific Research Center Urban Dynamics Discussion Paper, Asia/Pacific Research Center, Stanford University, California, 53 p.
    • (2001) On the Edge: Shaping the Future of Peri-Urban East Asia
    • Webster, D.R.1
  • 38
    • 0035146110 scopus 로고    scopus 로고
    • Measurement and monitoring of urban sprawl in a rapidly growing region using entropy
    • Yeh, A.G.-O., and X. Li, 2001. Measurement and monitoring of urban sprawl in a rapidly growing region using entropy, Photogrammetric Engineering & Remote Sensing, 67(1):83-90.
    • (2001) Photogrammetric Engineering & Remote Sensing , vol.67 , Issue.1 , pp. 83-90
    • Yeh, A.G.-O.1    Li, X.2
  • 39
    • 0032552476 scopus 로고    scopus 로고
    • A fuzzy classification of sub-urban land cover from remotely sensed imagery
    • Zhang, J., and G.M. Foody, 1998. A fuzzy classification of sub-urban land cover from remotely sensed imagery, International Journal of Remote Sensing, 19(14):2721-2738.
    • (1998) International Journal of Remote Sensing , vol.19 , Issue.14 , pp. 2721-2738
    • Zhang, J.1    Foody, G.M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.