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Volumn 5, Issue 2, 2008, Pages 212-216

Genetic SVM approach to semisupervised multitemporal classification

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATIC ESTIMATIONS; CONSTRAINED MULTIOBJECTIVE OPTIMIZATIONS; EUROPEAN REMOTE SENSING SATELLITES; LANDSAT-5; MULTI SENSORS; MULTI TEMPORAL CLASSIFICATIONS; MULTI-TEMPORAL DATUM; SEMI-SUPERVISED; SUPPORT VECTOR MACHINE CLASSIFICATIONS; THEMATIC MAPPERS; TRAINING SAMPLES;

EID: 57649135391     PISSN: 1545598X     EISSN: None     Source Type: Journal    
DOI: 10.1109/LGRS.2008.915600     Document Type: Article
Times cited : (41)

References (17)
  • 1
    • 33750600320 scopus 로고    scopus 로고
    • Markovian fusion approach to robust unsupervised change detection in remotely sensed imagery
    • Oct
    • F. Melgani and Y. Bazi, "Markovian fusion approach to robust unsupervised change detection in remotely sensed imagery," IEEE Geosci. Remote Sens. Lett., vol. 3, no. 4, pp. 457-461, Oct. 2006.
    • (2006) IEEE Geosci. Remote Sens. Lett , vol.3 , Issue.4 , pp. 457-461
    • Melgani, F.1    Bazi, Y.2
  • 2
    • 0344014352 scopus 로고    scopus 로고
    • AMarkov random field approach to spatiotemporal contextual image classification
    • Nov
    • F.Melgani and S. B. Serpico, "AMarkov random field approach to spatiotemporal contextual image classification," IEEE Trans. Geosci. Remote Sens., vol. 41, no. 11, pp. 2478-2487, Nov. 2003.
    • (2003) IEEE Trans. Geosci. Remote Sens , vol.41 , Issue.11 , pp. 2478-2487
    • Melgani, F.1    Serpico, S.B.2
  • 3
    • 9244243116 scopus 로고    scopus 로고
    • Semisupervised learning of classifiers: Theory, algorithms, and their application to human-computer interaction
    • Dec
    • I. Cohen, F. G. Cozman, N. Sebe, M. C. Cirelo, and T. S. Huang, "Semisupervised learning of classifiers: Theory, algorithms, and their application to human-computer interaction," IEEE Trans. Pattern Anal. Mach. Intell., vol. 26, no. 12, pp. 1553-1566, Dec. 2004.
    • (2004) IEEE Trans. Pattern Anal. Mach. Intell , vol.26 , Issue.12 , pp. 1553-1566
    • Cohen, I.1    Cozman, F.G.2    Sebe, N.3    Cirelo, M.C.4    Huang, T.S.5
  • 4
    • 33745456231 scopus 로고    scopus 로고
    • Dept. Comput. Sci, Univ. Wisconsin-Madison, Madison, WI, Tech. Rep. 1530
    • X. Zhu, "Semi-supervised learning literature survey," Dept. Comput. Sci., Univ. Wisconsin-Madison, Madison, WI, Tech. Rep. 1530, 2005.
    • (2005) Semi-supervised learning literature survey
    • Zhu, X.1
  • 6
    • 39049145967 scopus 로고    scopus 로고
    • Semisupervised graph-based hyperspectral image classification
    • Oct
    • G. Camps-Valls, T. V. Bandos Marsheva, and D. Zhou, "Semisupervised graph-based hyperspectral image classification," IEEE Trans. Geosci. Remote Sens., vol. 45, no. 10, pp. 3044-3054, Oct. 2007.
    • (2007) IEEE Trans. Geosci. Remote Sens , vol.45 , Issue.10 , pp. 3044-3054
    • Camps-Valls, G.1    Bandos Marsheva, T.V.2    Zhou, D.3
  • 7
    • 0035248272 scopus 로고    scopus 로고
    • Unsupervised retraining of a maximum likelihood classifier for the analysis of multitemporal remote sensing images
    • Feb
    • L. Bruzzone and D. Fernández Prieto, "Unsupervised retraining of a maximum likelihood classifier for the analysis of multitemporal remote sensing images," IEEE Trans. Geosci. Remote Sens., vol. 39, no. 2, pp. 456-460, Feb. 2001.
    • (2001) IEEE Trans. Geosci. Remote Sens , vol.39 , Issue.2 , pp. 456-460
    • Bruzzone, L.1    Fernández Prieto, D.2
  • 8
    • 0036762743 scopus 로고    scopus 로고
    • A multiple-cascade-classifier system for a robust a partially unsupervised updating of land-cover maps
    • Sep
    • L. Bruzzone and R. Cossu, "A multiple-cascade-classifier system for a robust a partially unsupervised updating of land-cover maps," IEEE Trans. Geosci. Remote Sens., vol. 40, no. 9, pp. 1984-1996, Sep. 2002.
    • (2002) IEEE Trans. Geosci. Remote Sens , vol.40 , Issue.9 , pp. 1984-1996
    • Bruzzone, L.1    Cossu, R.2
  • 9
    • 27744450904 scopus 로고    scopus 로고
    • A context-sensitive Bayesian technique for the partially supervised classification of multitemporal images
    • R. Cossu, S. Chaudhuri, and L. Bruzzone, "A context-sensitive Bayesian technique for the partially supervised classification of multitemporal images," IEEE Geosci. Remote Sens. Lett., vol. 2, no. 3, pp. 352- 356, 2005.
    • (2005) IEEE Geosci. Remote Sens. Lett , vol.2 , Issue.3 , pp. 352-356
    • Cossu, R.1    Chaudhuri, S.2    Bruzzone, L.3
  • 10
    • 64149126814 scopus 로고    scopus 로고
    • A novel T2-SVM for partially supervised classification of multitemporal remote sensing images
    • L. Bruzzone and M. Marconcini, "A novel T2-SVM for partially supervised classification of multitemporal remote sensing images," in Proc. IGARSS, 2005, pp. 164-167.
    • (2005) Proc. IGARSS , pp. 164-167
    • Bruzzone, L.1    Marconcini, M.2
  • 11
    • 0036029977 scopus 로고    scopus 로고
    • Partially supervised detection of changes from remote sensing images
    • G. Moser, F. Melgani, S. B. Serpico, and A. Caruso, "Partially supervised detection of changes from remote sensing images," in Proc. IGARSS, 2002, vol. 1, pp. 299-301.
    • (2002) Proc. IGARSS , vol.1 , pp. 299-301
    • Moser, G.1    Melgani, F.2    Serpico, S.B.3    Caruso, A.4
  • 13
    • 33750798496 scopus 로고    scopus 로고
    • Toward an optimal SVM classification system for hyperspectral remote sensing images
    • Nov
    • Y. Bazi and F. Melgani, "Toward an optimal SVM classification system for hyperspectral remote sensing images," IEEE Trans. Geosci. Remote Sens., vol. 44, no. 11, pp. 3374-3385, Nov. 2006.
    • (2006) IEEE Trans. Geosci. Remote Sens , vol.44 , Issue.11 , pp. 3374-3385
    • Bazi, Y.1    Melgani, F.2
  • 14
    • 85089829199 scopus 로고    scopus 로고
    • A multiobjective genetic data inflation methodology for support vector machine classification
    • N. Ghoggali, F. Melgani, and Y. Bazi, "A multiobjective genetic data inflation methodology for support vector machine classification," in Proc. IGARSS, 2006, pp. 3927-3930.
    • (2006) Proc. IGARSS , pp. 3927-3930
    • Ghoggali, N.1    Melgani, F.2    Bazi, Y.3
  • 17
    • 0036530772 scopus 로고    scopus 로고
    • A fast and elitist multiobjective genetic algorithm: NSGA-II
    • Apr
    • K. Deb, A. Pratab, S. Agrawal, and T. Meyarivan, "A fast and elitist multiobjective genetic algorithm: NSGA-II," IEEE Trans. Evol. Comput., vol. 6, no. 2, pp. 182-197, Apr. 2002.
    • (2002) IEEE Trans. Evol. Comput , vol.6 , Issue.2 , pp. 182-197
    • Deb, K.1    Pratab, A.2    Agrawal, S.3    Meyarivan, T.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.