메뉴 건너뛰기




Volumn 58, Issue 3-4, 2013, Pages 619-626

Object-oriented feature selection of high spatial resolution images using an improved Relief algorithm

Author keywords

Feature selection; Object oriented classification; Relief algorithm; WorldView 2

Indexed keywords

CLASSIFICATION RESULTS; HIGH DIMENSIONALITY; HIGH SPATIAL RESOLUTION IMAGES; OBJECT ORIENTED CLASSIFICATION; OBJECT-ORIENTED FEATURES; OVERALL ACCURACIES; RELIEF ALGORITHM; WORLDVIEW-2;

EID: 84889639017     PISSN: 08957177     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.mcm.2011.10.045     Document Type: Article
Times cited : (61)

References (19)
  • 1
    • 0034656294 scopus 로고    scopus 로고
    • The use of temporal metrics for land cover change detection at coarse spatial scales
    • Borak J.S., Lambin E.F., Strahler A.H. The use of temporal metrics for land cover change detection at coarse spatial scales. International Journal of Remote Sensing 2000, 21(6):1415-1432.
    • (2000) International Journal of Remote Sensing , vol.21 , Issue.6 , pp. 1415-1432
    • Borak, J.S.1    Lambin, E.F.2    Strahler, A.H.3
  • 2
    • 1242332729 scopus 로고    scopus 로고
    • Unsupervised classification of hyperspectral data: an ICA mixture model based approach
    • Chintan A.S., Arora M.K., Pramod K.V. Unsupervised classification of hyperspectral data: an ICA mixture model based approach. International Journal of Remote Sensing 2004, 25:481-487.
    • (2004) International Journal of Remote Sensing , vol.25 , pp. 481-487
    • Chintan, A.S.1    Arora, M.K.2    Pramod, K.V.3
  • 3
    • 1242310215 scopus 로고    scopus 로고
    • Evaluation of the runoff potential in high relief semi-arid regions using remote sensing data: application to Bolivia
    • Ouattara T., Gwyn Q.H.J., Dubois J.-M.M. Evaluation of the runoff potential in high relief semi-arid regions using remote sensing data: application to Bolivia. International Journal of Remote Sensing 2004, 25:423-435.
    • (2004) International Journal of Remote Sensing , vol.25 , pp. 423-435
    • Ouattara, T.1    Gwyn, Q.H.J.2    Dubois, J.-M.M.3
  • 4
    • 0242463529 scopus 로고    scopus 로고
    • Ikonos imagery for resource management: tree cover, impervious surfaces and riparian buffer analyses in the mid-Atlantic region
    • Goetz S.J., Wright R., Smith A.J., Zinecker E., Schaub E. Ikonos imagery for resource management: tree cover, impervious surfaces and riparian buffer analyses in the mid-Atlantic region. Remote Sensing of Environment 2003, 88:195-208.
    • (2003) Remote Sensing of Environment , vol.88 , pp. 195-208
    • Goetz, S.J.1    Wright, R.2    Smith, A.J.3    Zinecker, E.4    Schaub, E.5
  • 6
    • 0000082465 scopus 로고    scopus 로고
    • Object oriented image processing in a GIS/remote sensing environment and perspectives for environ mental applications
    • Metropolis-Verlag, Marburg, Germany, A. Cremers, K. Greve (Eds.)
    • Blaschke T., Lang S., Lorup E., Strobl J., Zeil P. Object oriented image processing in a GIS/remote sensing environment and perspectives for environ mental applications. Environmental Information for Planning, Politics, and the Public 2000, vol. 2:555-570. Metropolis-Verlag, Marburg, Germany. A. Cremers, K. Greve (Eds.).
    • (2000) Environmental Information for Planning, Politics, and the Public , vol.2 , pp. 555-570
    • Blaschke, T.1    Lang, S.2    Lorup, E.3    Strobl, J.4    Zeil, P.5
  • 7
    • 0043267583 scopus 로고    scopus 로고
    • An evaluation of per-parcel land cover mapping using maximum likelihood class probabilities
    • Dean A.M., Smith G.M. An evaluation of per-parcel land cover mapping using maximum likelihood class probabilities. International Journal of Remote Sensing 2003, 24:2905-2920.
    • (2003) International Journal of Remote Sensing , vol.24 , pp. 2905-2920
    • Dean, A.M.1    Smith, G.M.2
  • 8
    • 35048858694 scopus 로고    scopus 로고
    • Pixel based and object oriented image analysis for coal fire research
    • M.Sc. Thesis, International Institute for Geo-information Science and Earth Observation, ITC, Enschede, The Netherlands
    • Gao Yan, Pixel based and object oriented image analysis for coal fire research, M.Sc. Thesis, International Institute for Geo-information Science and Earth Observation, ITC, Enschede, The Netherlands, 2003.
    • (2003)
    • Yan, G.1
  • 11
    • 33744584654 scopus 로고
    • Induction of decision trees
    • Quinlan J.R. Induction of decision trees. Machine Learning 1986, 1.
    • (1986) Machine Learning , vol.1
    • Quinlan, J.R.1
  • 13
    • 2342665025 scopus 로고
    • ID3 revisited: a distance based criterion for attribute selection
    • Charlotte, North Carolina, USA, October
    • R.L. Mantaras, ID3 revisited: a distance based criterion for attribute selection, in: Proc. Int. Symp. Methodologies for Intelligent Systems, Charlotte, North Carolina, USA, October 1989.
    • (1989) Proc. Int. Symp. Methodologies for Intelligent Systems
    • Mantaras, R.L.1
  • 14
    • 0003075638 scopus 로고    scopus 로고
    • The feature selection problem: traditional methods and new algorithm
    • K. Kira, L.A. Rendell, The feature selection problem: traditional methods and new algorithm, in: Proceedings of AAAI'92.
    • Proceedings of AAAI'92
    • Kira, K.1    Rendell, L.A.2
  • 15
  • 16
    • 1942451938 scopus 로고    scopus 로고
    • Feature selection for high-dimensional data: a fast correlation-based filter solution
    • L. Yu, H. Liu, Feature selection for high-dimensional data: a fast correlation-based filter solution, in: Proc. 20th Int'l. Conf. Machine Learning, 2003, pp. 856-863.
    • (2003) Proc. 20th Int'l. Conf. Machine Learning , pp. 856-863
    • Yu, L.1    Liu, H.2
  • 17
    • 0141990695 scopus 로고    scopus 로고
    • Theoretical and empirical analysis of ReliefF and R'ReliefF
    • Robnik-Sikonja Marko, Kononenko Igor Theoretical and empirical analysis of ReliefF and R'ReliefF. Machine Learning Journal 2003, 53:23-69.
    • (2003) Machine Learning Journal , vol.53 , pp. 23-69
    • Robnik-Sikonja, M.1    Kononenko, I.2
  • 18
    • 84863273233 scopus 로고    scopus 로고
    • Application of Relief in handwriting recognition
    • Wu H.M., Yin Z.H., Sun F.C. Application of Relief in handwriting recognition. Journal of Computer Applications 2006, 26(1):174-176.
    • (2006) Journal of Computer Applications , vol.26 , Issue.1 , pp. 174-176
    • Wu, H.M.1    Yin, Z.H.2    Sun, F.C.3
  • 19
    • 0141877525 scopus 로고
    • Rule induction using information theory
    • MIT Press, G. Piatetsky-Shapiro, W. Frawley (Eds.)
    • Smyth P., Goodman R.M. Rule induction using information theory. Knowledge Discovery in Databases 1990, MIT Press. G. Piatetsky-Shapiro, W. Frawley (Eds.).
    • (1990) Knowledge Discovery in Databases
    • Smyth, P.1    Goodman, R.M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.