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Volumn , Issue , 2005, Pages 22-31

Mining Images on Semantics via Statistical Learning

Author keywords

Adaptive EM algorithm; Hierarchical mixture model; Image classification

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; DATA MINING; IMAGE ANALYSIS; LEARNING SYSTEMS; STATISTICAL METHODS;

EID: 32344450239     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (12)

References (33)
  • 2
    • 26944492401 scopus 로고    scopus 로고
    • MDM/KDD 2002: Multimedia data mining between promises and problems
    • S.J. Simoff, C. Djeraba, O.R. Zaiane, "MDM/KDD 2002: multimedia data mining between promises and problems", SIGKDD Explorations, vol.4, no.2, 2002.
    • (2002) SIGKDD Explorations , vol.4 , Issue.2
    • Simoff, S.J.1    Djeraba, C.2    Zaiane, O.R.3
  • 3
    • 32344440771 scopus 로고    scopus 로고
    • When image indexing meets knowledge discovery
    • C. Djeraba, "When image indexing meets knowledge discovery", ACM MDM/KDD, pp.73-81, 2000.
    • (2000) ACM MDM/KDD , pp. 73-81
    • Djeraba, C.1
  • 4
    • 84948690747 scopus 로고    scopus 로고
    • Image classification using neural networks and ontologies
    • C. Breen, L. Khan, A. Ponnusany, "Image classification using neural networks and ontologies", DEXA workshop, pp.98-102, 2002.
    • (2002) DEXA Workshop , pp. 98-102
    • Breen, C.1    Khan, L.2    Ponnusany, A.3
  • 5
    • 13444267387 scopus 로고    scopus 로고
    • Multi-level annotation of natural scenes using dominant image compounds and semantic concepts
    • New York, Oct. 10-15
    • J. Fan, Y. Gao, H. Luo, "Multi-level annotation of natural scenes using dominant image compounds and semantic concepts", ACM Multimedia, New York, Oct. 10-15, 2004.
    • (2004) ACM Multimedia
    • Fan, J.1    Gao, Y.2    Luo, H.3
  • 6
    • 84905858928 scopus 로고    scopus 로고
    • Semantic clustering and querying on heterogeneous features for visual data
    • Bristol, UK
    • G. Sheikholeslami, W. Chang and A. Zhang, "Semantic clustering and querying on heterogeneous features for visual data", ACM Multimedia, Bristol, UK, 1998.
    • (1998) ACM Multimedia
    • Sheikholeslami, G.1    Chang, W.2    Zhang, A.3
  • 7
    • 3142750616 scopus 로고    scopus 로고
    • CBSA: Content-based annotation for multimodal image retrieval using Bayes point machines
    • E. Chang, K. Goh, G. Sychay, G. Wu, "CBSA: Content-based annotation for multimodal image retrieval using Bayes point machines", IEEE Trans. CSVT, 2002.
    • (2002) IEEE Trans. CSVT
    • Chang, E.1    Goh, K.2    Sychay, G.3    Wu, G.4
  • 9
    • 12244252338 scopus 로고    scopus 로고
    • A data mining approach to modeling relationships among categories in image collections
    • R. Zhang, Z. Zhang, S. Khanzole, "A data mining approach to modeling relationships among categories in image collections", ACM SIGKDD, 2004.
    • (2004) ACM SIGKDD
    • Zhang, R.1    Zhang, Z.2    Khanzole, S.3
  • 10
    • 0036684357 scopus 로고    scopus 로고
    • Blobworld: Image segmentation using expectation-maximization and its application to image querying
    • C. Carson, S. Belongie, H. Greenspan, J. Malik, "Blobworld: Image segmentation using expectation-maximization and its application to image querying", IEEE Trans. PAMI, vol.24, no.8, 2002.
    • (2002) IEEE Trans. PAMI , vol.24 , Issue.8
    • Carson, C.1    Belongie, S.2    Greenspan, H.3    Malik, J.4
  • 11
    • 84995291628 scopus 로고    scopus 로고
    • Adaptive pattern discovery for interactive multimedia retrieval
    • Y. Wu, A. Zhang, "Adaptive pattern discovery for interactive multimedia retrieval", IEEE CVPR, 2003.
    • (2003) IEEE CVPR
    • Wu, Y.1    Zhang, A.2
  • 12
    • 12244257798 scopus 로고    scopus 로고
    • Semantic representation: Search and mining of multimedia content
    • A. Natsev, M. Naphade, J.R. Smith, "Semantic representation: search and mining of multimedia content", ACM SIGKDD 2004.
    • (2004) ACM SIGKDD
    • Natsev, A.1    Naphade, M.2    Smith, J.R.3
  • 13
    • 33845242643 scopus 로고    scopus 로고
    • Semantic-based image retrieval by region saliency
    • W. Wang, Y. Song, A. Zhang, "Semantic-based image retrieval by region saliency", Proc. CIVR, 2002.
    • (2002) Proc. CIVR
    • Wang, W.1    Song, Y.2    Zhang, A.3
  • 14
    • 32344442632 scopus 로고    scopus 로고
    • Automatic multimedia cross-model correlation discovery
    • J. Pun, H. Yan, C. Faloutsos, P. Dugulu, "Automatic multimedia cross-model correlation discovery", ACM SIGKDD 2004.
    • (2004) ACM SIGKDD
    • Pun, J.1    Yan, H.2    Faloutsos, C.3    Dugulu, P.4
  • 15
    • 84905861893 scopus 로고    scopus 로고
    • An automatic hierarchical image classification scheme
    • Bristol, UK
    • J. Huang, S.R. Kumar and R. Zabih, "An automatic hierarchical image classification scheme", ACM Multimedia, Bristol, UK, 1998.
    • (1998) ACM Multimedia
    • Huang, J.1    Kumar, S.R.2    Zabih, R.3
  • 19
    • 0000262562 scopus 로고
    • Hierarchical mixtures of experts and the em algorithm
    • M. Jordan, R. Jacobs, "Hierarchical mixtures of experts and the EM algorithm", Neural Computation, vol.6, pp.181-214, 1994.
    • (1994) Neural Computation , vol.6 , pp. 181-214
    • Jordan, M.1    Jacobs, R.2
  • 20
    • 0036522404 scopus 로고    scopus 로고
    • Unsupervised learning of finite mixture models
    • M. Figueiredo and A.K. Jain, "Unsupervised learning of finite mixture models", IEEE Trans. PAMI, vol.24, pp.381-396, 2002.
    • (2002) IEEE Trans. PAMI , vol.24 , pp. 381-396
    • Figueiredo, M.1    Jain, A.K.2
  • 21
    • 0002332781 scopus 로고    scopus 로고
    • Improving text classification by shrinkage in a hierarchy of classes
    • A. McCallum, R. Rosenfeld, T. Mitchell, A.Y. Ng, "Improving text classification by shrinkage in a hierarchy of classes", Proc. ICML, 1998.
    • (1998) Proc. ICML
    • McCallum, A.1    Rosenfeld, R.2    Mitchell, T.3    Ng, A.Y.4
  • 22
    • 84880663504 scopus 로고    scopus 로고
    • The cluster-abstraction model: Unsupervised learning of topic hierarchies from text data
    • T. Hofmann, "The cluster-abstraction model: Unsupervised learning of topic hierarchies from text data", Proc. IJCAI, 1999.
    • (1999) Proc. IJCAI
    • Hofmann, T.1
  • 23
    • 0002346866 scopus 로고    scopus 로고
    • Hierarchically classifying documents using very few words
    • D. Koller and M. Sahami, "Hierarchically classifying documents using very few words", Proc. ICML, 1997.
    • (1997) Proc. ICML
    • Koller, D.1    Sahami, M.2
  • 24
    • 84994121221 scopus 로고    scopus 로고
    • Using taxonomy, discriminants, and signatures for navigating in text databases
    • S. Chakrabarti, B. Dom, R. Agrawal, P. Raghavan, "Using taxonomy, discriminants, and signatures for navigating in text databases", Proc. VLDB, 1997.
    • (1997) Proc. VLDB
    • Chakrabarti, S.1    Dom, B.2    Agrawal, R.3    Raghavan, P.4
  • 26
    • 84976702763 scopus 로고
    • WordNet: A lexical database for English
    • G.A. Miller, "WordNet: A lexical database for English", Comm. of ACM, vol.38, n.11, 1995.
    • (1995) Comm. of ACM , vol.38 , Issue.11
    • Miller, G.A.1
  • 30
    • 0034430459 scopus 로고    scopus 로고
    • Image classification using a set of labeled and unlabeled images
    • M.R. Naphade, X. Zhou, and T.S. Huang, "Image classification using a set of labeled and unlabeled images", Proc. SPIE, 2000.
    • (2000) Proc. SPIE
    • Naphade, M.R.1    Zhou, X.2    Huang, T.S.3
  • 31
    • 0033886806 scopus 로고    scopus 로고
    • Text classification from labeled and unlabeled documents using em
    • K. Nigam, A. McCallum, S. Thrun, T. Mitchell, "Text classification from labeled and unlabeled documents using EM", Machine Learning, vol.39, no.2, 2000.
    • (2000) Machine Learning , vol.39 , Issue.2
    • Nigam, K.1    McCallum, A.2    Thrun, S.3    Mitchell, T.4
  • 32
    • 85156203044 scopus 로고    scopus 로고
    • Information regularization with partially labeled data
    • M. Szummer and T. Jaakkola, "Information Regularization with Partially Labeled Data", Proc. NIPS, 2002.
    • (2002) Proc. NIPS
    • Szummer, M.1    Jaakkola, T.2
  • 33
    • 0000608834 scopus 로고    scopus 로고
    • Density-based indexing for approximate nearest-neighbor queries
    • K.P. Bennett, U. Fayyad, D. Geiger, "Density-based indexing for approximate nearest-neighbor queries", ACM SIGKDD, pp.233-243, 1999.
    • (1999) ACM SIGKDD , pp. 233-243
    • Bennett, K.P.1    Fayyad, U.2    Geiger, D.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.