메뉴 건너뛰기




Volumn , Issue , 2012, Pages 893-896

Optimal semi-supervised metric learning for image retrieval

Author keywords

image retrieval; metric learning; semi supervised learning

Indexed keywords

CONTENT-BASED IMAGE RETRIEVAL; DATA DIMENSIONS; DISTANCE METRICS; EUCLIDEAN DISTANCE; INPUT DATAS; LABEL INFORMATION; LABELED AND UNLABELED DATA; LEARNING FRAMEWORKS; METRIC LEARNING; OPTIMAL SOLUTIONS; SEMI-SUPERVISED; SEMI-SUPERVISED LEARNING; TRAINING COSTS;

EID: 84871386013     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2393347.2396340     Document Type: Conference Paper
Times cited : (8)

References (17)
  • 1
    • 21844457672 scopus 로고    scopus 로고
    • Learning a mahalanobis metric from equivalence constraints
    • A. Bar-Hillel, T. Hertz, N. Shental, and D. Weinshall. Learning a mahalanobis metric from equivalence constraints. JMLR, 6:937-965, 2005.
    • (2005) JMLR , vol.6 , pp. 937-965
    • Bar-Hillel, A.1    Hertz, T.2    Shental, N.3    Weinshall, D.4
  • 3
    • 65449163521 scopus 로고    scopus 로고
    • Structured metric learning for high dimensional problems
    • J. V. Davis and I. S. Dhillon. Structured metric learning for high dimensional problems. In Proc. KDD, 2008.
    • Proc. KDD, 2008
    • Davis, J.V.1    Dhillon, I.S.2
  • 5
    • 84864030708 scopus 로고    scopus 로고
    • Metric learning by collapsing classes
    • A. Globerson and S. Roweis. Metric learning by collapsing classes. In NIPS 18, 2005.
    • (2005) NIPS 18
    • Globerson, A.1    Roweis, S.2
  • 8
    • 8644228268 scopus 로고    scopus 로고
    • Locality preserving projections
    • X. He and P. Niyogi. Locality preserving projections. In NIPS 16, 2003.
    • (2003) NIPS 16
    • He, X.1    Niyogi, P.2
  • 11
  • 14
    • 61749090884 scopus 로고    scopus 로고
    • Distance metric learning for large margin nearest neighbor classification
    • K. Q. Weinberger and L. K. Saul. Distance metric learning for large margin nearest neighbor classification. JMLR, 10:207-244, 2009.
    • (2009) JMLR , vol.10 , pp. 207-244
    • Weinberger, K.Q.1    Saul, L.K.2
  • 15
    • 0036165146 scopus 로고    scopus 로고
    • On a connection between kernel pca and metric multidimensional scaling
    • C. Williams. On a connection between kernel pca and metric multidimensional scaling. Machine Learning, 46(1):11-19, 2002.
    • (2002) Machine Learning , vol.46 , Issue.1 , pp. 11-19
    • Williams, C.1
  • 16
    • 84879571292 scopus 로고    scopus 로고
    • Distance metric learning with application to clustering with side-information
    • E. P. Xing, A. Y. Ng, M. I. Jordan, and S. Russell. Distance metric learning with application to clustering with side-information. In NIPS 15, 2002.
    • (2002) NIPS 15
    • Xing, E.P.1    Ng, A.Y.2    Jordan, M.I.3    Russell, S.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.