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Volumn , Issue , 2011, Pages 1215-1220

A cluster-based strategy for active learning of RGB-D object detectors

Author keywords

[No Author keywords available]

Indexed keywords

ACTIVE LEARNING; CEILING CAMERA; CLUSTER-BASED; COMPUTATIONAL COSTS; DATA SETS; DEPTH IMAGE; HUMAN BODIES; HUMAN HEAD; IMAGE LABELING; NUMBER OF SAMPLES; OBJECT DETECTORS; TRAINING DATA;

EID: 84856673921     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCVW.2011.6130389     Document Type: Conference Paper
Times cited : (7)

References (10)
  • 2
    • 0028424239 scopus 로고
    • Improving generalization with active learning
    • D. A. Cohn, L. E. Atlas, and R. E. Ladner. Improving generalization with active learning. Machine Learning, 15(2):201-221, 1994.
    • (1994) Machine Learning , vol.15 , Issue.2 , pp. 201-221
    • Cohn, D.A.1    Atlas, L.E.2    Ladner, R.E.3
  • 3
    • 84856685749 scopus 로고    scopus 로고
    • Two faces of active learning
    • In Press, Corrected Proof
    • S. Dasgupta. Two faces of active learning. Theoretical Computer Science, In Press, Corrected Proof, 2010.
    • (2010) Theoretical Computer Science
    • Dasgupta, S.1
  • 6
    • 0031209604 scopus 로고    scopus 로고
    • Selective sampling using the query by committee algorithm
    • Y. Freund, H. S. Seung, E. Shamir, and N. Tishby. Selective sampling using the query by committee algorithm. Machine Learning, 28(2-3):133-168, 1997.
    • (1997) Machine Learning , vol.28 , Issue.2-3 , pp. 133-168
    • Freund, Y.1    Seung, H.S.2    Shamir, E.3    Tishby, N.4
  • 7
    • 84947403595 scopus 로고
    • Probability inequalities for sums of bounded random variables
    • W. Hoeffding. Probability inequalities for sums of bounded random variables. Journal of the American Statistical Association, 58(301):pp. 13-30, 1963.
    • (1963) Journal of the American Statistical Association , vol.58 , Issue.301 , pp. 13-30
    • Hoeffding, W.1
  • 8
    • 0001457509 scopus 로고
    • Some methods for classification and analysis of multivariate observations
    • MacQueen
    • MacQueen. Some methods for classification and analysis of multivariate observations. Proc. Fifth Berkeley Symp. on Math. Statist. and Prob., 1, 1967.
    • (1967) Proc. Fifth Berkeley Symp. on Math. Statist. and Prob. , vol.1
  • 9
    • 68949137209 scopus 로고    scopus 로고
    • Active learning literature survey
    • University of Wisconsin-Madison
    • B. Settles. Active learning literature survey. Computer Sciences Technical Report 1648, University of Wisconsin-Madison, 2009.
    • (2009) Computer Sciences Technical Report 1648
    • Settles, B.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.