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Volumn , Issue , 2010, Pages 2824-2827

Cluster-based active learning for compact image classification

Author keywords

[No Author keywords available]

Indexed keywords

CLUSTERING ALGORITHMS; HIERARCHICAL CLUSTERING; IMAGE CLASSIFICATION; ITERATIVE METHODS; REMOTE SENSING; SEMANTICS; TREES (MATHEMATICS);

EID: 78650886233     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IGARSS.2010.5650238     Document Type: Conference Paper
Times cited : (9)

References (9)
  • 1
    • 0028424239 scopus 로고
    • Improving generalization with active learning
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    • (1994) Mach. Learn. , vol.15 , Issue.2 , pp. 201-221
    • Cohn, D.1    Atlas, L.2    Ladner, R.3
  • 2
    • 2942558578 scopus 로고    scopus 로고
    • Segmentation of multispectral remote sensing images using active support vector machines
    • P. Mitra, B. U. Shankar, and S. K. Pal, "Segmentation of multispectral remote sensing images using active support vector machines," Pattern Recogn. Lett., vol. 25, no. 9, pp. 1067-1074, 2004.
    • (2004) Pattern Recogn. Lett. , vol.25 , Issue.9 , pp. 1067-1074
    • Mitra, P.1    Shankar, B.U.2    Pal, S.K.3
  • 3
    • 41549147912 scopus 로고    scopus 로고
    • An active learning approach to hyperspectral data classification
    • DOI 10.1109/TGRS.2007.910220, 4469868
    • S. Rajan, J. Ghosh, and M. Crawford, "An active learning approach to hyperspectral data classification," IEEE Trans. Geosci. Remote Sens., vol. 46, no. 4, pp. 1231-1242, 2008. (Pubitemid 351459470)
    • (2008) IEEE Transactions on Geoscience and Remote Sensing , vol.46 , Issue.4 , pp. 1231-1242
    • Rajan, S.1    Ghosh, J.2    Crawford, M.M.3
  • 5
    • 0007696417 scopus 로고    scopus 로고
    • Less is more: Active learning with support vectors machines
    • Stanford, USA Morgan Kaufmann
    • G. Schohn and D. Cohn, "Less is more: active learning with support vectors machines," in Intl. Conf. Mach. Learn. ICML, Stanford, USA, 2000, pp. 839-846, Morgan Kaufmann.
    • (2000) Intl. Conf. Mach. Learn. ICML , pp. 839-846
    • Schohn, G.1    Cohn, D.2
  • 6
    • 0042868698 scopus 로고    scopus 로고
    • Support vector machines active learning with applications to text classification
    • S. Tong and D. Koller, "Support vector machines active learning with applications to text classification," J. Mach. Learn. Res., vol. 2, pp. 45-66, 2002.
    • (2002) J. Mach. Learn. Res. , vol.2 , pp. 45-66
    • Tong, S.1    Koller, D.2
  • 7
    • 33750506073 scopus 로고    scopus 로고
    • An improved incremental training algorithm for support vector machines using active query
    • S. Cheng and FY. Shih, "An improved incremental training algorithm for support vector machines using active query," Pattern Recogn., vol. 40, no. 3, pp. 964-971, 2007.
    • (2007) Pattern Recogn. , vol.40 , Issue.3 , pp. 964-971
    • Cheng, S.1    Shih, F.Y.2
  • 8
    • 56449108037 scopus 로고    scopus 로고
    • Hierarchical sampling for active learning
    • Intl. Conf. Mach. Learn. ICML, Helsinki, Finland ACM Press
    • S. Dasgupta and D. Hsu, "Hierarchical sampling for active learning," in Intl. Conf. Mach. Learn. ICML, Helsinki, Finland, 2008, vol. 307 of ACM International Conference Proceeding Series, pp. 208-215, ACM Press.
    • (2008) Vol. 307 Of ACM International Conference Proceeding Series , pp. 208-215
    • Dasgupta, S.1    Hsu, D.2
  • 9
    • 75449115228 scopus 로고    scopus 로고
    • Multi-source composite kernels for urban image classification
    • ESAEUSC
    • D. Tuia, F Ratle, A. Pozdnoukhov, and G. Camps-Valls, "Multi-source composite kernels for urban image classification," IEEE Geosci. Remote Sens. Lett., Special Issue ESAEUSC, vol. 7, no. 1, pp. 88-92, 2010.
    • (2010) IEEE Geosci. Remote Sens. Lett. , vol.7 , Issue.1 SPEC. ISSUE , pp. 88-92
    • Tuia, D.1    Ratle, F.2    Pozdnoukhov, A.3    Camps-Valls, G.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.