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Volumn 33, Issue 16, 2012, Pages 2198-2205

Synthetic pattern generation for imbalanced learning in image retrieval

Author keywords

Artificial pattern injection; Image retrieval; Imbalanced learning; Relevance feedback; Small sample size

Indexed keywords

DIGITAL DEVICES; DIGITAL IMAGE STORAGE; SEMANTICS;

EID: 84866546295     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patrec.2012.08.003     Document Type: Article
Times cited : (21)

References (27)
  • 1
    • 27144531570 scopus 로고    scopus 로고
    • A study of the behavior of several methods for balancing machine learning training data
    • G. Batista, R.C. Prati, and M.C. Monard A study of the behavior of several methods for balancing machine learning training data SIGKDD Explorat. 6 2004 20 29
    • (2004) SIGKDD Explorat. , vol.6 , pp. 20-29
    • Batista, G.1    Prati, R.C.2    Monard, M.C.3
  • 2
    • 0039253819 scopus 로고    scopus 로고
    • LOF: Identifying density-based local outliers
    • W. Chen, J.F. Naughton, P.A. Bernstein, ACM
    • M.M. Breunig, H.P. Kriegel, R.T. Ng, and J. Sander LOF: Identifying density-based local outliers W. Chen, J.F. Naughton, P.A. Bernstein, SIGMOD Conf. 2000 ACM 93 104
    • (2000) SIGMOD Conf. , pp. 93-104
    • Breunig, M.M.1    Kriegel, H.P.2    Ng, R.T.3    Sander, J.4
  • 6
    • 43249093335 scopus 로고    scopus 로고
    • Image retrieval: Ideas, influences, and trends of the new age
    • R. Datta, D. Joshi, J. Li, and J.Z. Wang Image retrieval: ideas, influences, and trends of the new age ACM Comput. Surveys 40 2008 1 60
    • (2008) ACM Comput. Surveys , vol.40 , pp. 1-60
    • Datta, R.1    Joshi, D.2    Li, J.3    Wang, J.Z.4
  • 7
    • 78349263287 scopus 로고    scopus 로고
    • Pattern recognition in almost empty spaces
    • Eindhoven Netherlands
    • R.P.W. Duin Pattern recognition in almost empty spaces WIC Winter Symposium 2004 Eindhoven Netherlands
    • (2004) WIC Winter Symposium
    • Duin, R.P.W.1
  • 8
    • 36849058744 scopus 로고    scopus 로고
    • A nearest-neighbor approach to relevance feedback in content based image retrieval
    • DOI 10.1145/1282280.1282347, Proceedings of the 6th ACM International Conference on Image and Video Retrieval, CIVR 2007
    • G. Giacinto A nearest-neighbor approach to relevance feedback in content based image retrieval CIVR '07: Proc. of the 6th ACM Internat. Conf. on Image and Video Retrieval 2007 ACM New York, NY, USA pp. 456-463 (Pubitemid 350229659)
    • (2007) Proceedings of the 6th ACM International Conference on Image and Video Retrieval, CIVR 2007 , pp. 456-463
    • Giacinto, G.1
  • 9
    • 2442501267 scopus 로고    scopus 로고
    • Bayesian relevance feedback for content-based image retrieval
    • DOI 10.1016/j.patcog.2004.01.005, PII S003132030400038X
    • G. Giacinto, and F. Roli Bayesian relevance feedback for content-based image retrieval Pattern Recognit. 37 2004 1499 1508 (Pubitemid 38653377)
    • (2004) Pattern Recognition , vol.37 , Issue.7 , pp. 1499-1508
    • Giacinto, G.1    Roli, F.2
  • 17
    • 78349284374 scopus 로고    scopus 로고
    • Unbalanced learning in content-based image classification and retrieval
    • IEEE
    • Piras, L.; Giacinto, G.; 2010b. Unbalanced learning in content-based image classification and retrieval, in: ICME, IEEE, pp. 36-41.
    • (2010) ICME , pp. 36-41
    • Piras, L.1    Giacinto, G.2
  • 18
    • 0034704222 scopus 로고    scopus 로고
    • Nonlinear dimensionality reduction by locally linear embedding
    • DOI 10.1126/science.290.5500.2323
    • S.T. Roweis, and L.K. Saul Nonlinear dimensionality reduction by locally linear embedding Science 290 2000 2323 2326 (Pubitemid 32041578)
    • (2000) Science , vol.290 , Issue.5500 , pp. 2323-2326
    • Roweis, S.T.1    Saul, L.K.2
  • 19
    • 0033751484 scopus 로고    scopus 로고
    • K-nearest neighbors directed noise injection in multilayer perceptron training
    • M. Skurichina, S. Raudys, and R.P.W. Duin K-nearest neighbors directed noise injection in multilayer perceptron training IEEE Trans. Neural Networks 11 2000 504 511
    • (2000) IEEE Trans. Neural Networks , vol.11 , pp. 504-511
    • Skurichina, M.1    Raudys, S.2    Duin, R.P.W.3
  • 22
    • 33746586210 scopus 로고    scopus 로고
    • Direct kernel biased discriminant analysis: A new content-based image retrieval relevance feedback algorithm
    • DOI 10.1109/TMM.2005.861375, 1658034
    • D. Tao, X. Tang, X. Li, and Y. Rui Direct kernel biased discriminant analysis: a new content-based image retrieval relevance feedback algorithm IEEE Trans. Multimedia 8 2006 716 727 (Pubitemid 44144157)
    • (2006) IEEE Transactions on Multimedia , vol.8 , Issue.4 , pp. 716-727
    • Tao, D.1    Tang, X.2    Li, X.3    Rui, Y.4
  • 23
    • 33746424489 scopus 로고    scopus 로고
    • Asymmetric bagging and random subspace for support vector machines-based relevance feedback in image retrieval
    • D. Tao, X. Tang, X. Li, and X. Wu Asymmetric bagging and random subspace for support vector machines-based relevance feedback in image retrieval IEEE Trans. Pattern Anal. Machine Intell. 28 2006 1088 1099
    • (2006) IEEE Trans. Pattern Anal. Machine Intell. , vol.28 , pp. 1088-1099
    • Tao, D.1    Tang, X.2    Li, X.3    Wu, X.4
  • 24
    • 0037753593 scopus 로고    scopus 로고
    • Ph.D. thesis. Delft University of Technology, Delft, The Netherlands
    • Tax, D.M.; 2001. One-class classification. Ph.D. thesis. Delft University of Technology, Delft, The Netherlands.
    • (2001) One-class Classification
    • Tax, D.M.1
  • 26
    • 0035680168 scopus 로고    scopus 로고
    • Small sample learning during multimedia retrieval using biasmap
    • IEEE Computer Society
    • X.S. Zhou, and T.S. Huang Small sample learning during multimedia retrieval using biasmap CVPR (1) 2001 IEEE Computer Society 11 17
    • (2001) CVPR (1) , pp. 11-17
    • Zhou, X.S.1    Huang, T.S.2
  • 27
    • 0037708475 scopus 로고    scopus 로고
    • Relevance feedback in image retrieval: A comprehensive review
    • X.S. Zhou, and T.S. Huang Relevance feedback in image retrieval: a comprehensive review Multimedia Syst. 8 2003 536 544
    • (2003) Multimedia Syst. , vol.8 , pp. 536-544
    • Zhou, X.S.1    Huang, T.S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.