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Volumn , Issue , 2012, Pages 1731-1734

Combining generative and discriminative models for classifying social images from 101 object categories

Author keywords

[No Author keywords available]

Indexed keywords

DISCRIMINATIVE MODELS; EFFECTIVENESS AND EFFICIENCIES; IMAGE CATEGORIZATION; IMAGE FEATURES; LATENT DIRICHLET ALLOCATION; MULTIPLE KERNELS; OBJECT CATEGORIES; REAL-WORLD IMAGE; SOCIAL IMAGES; SVM CLASSIFIERS; VISUAL FEATURE;

EID: 84874568880     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (8)

References (11)
  • 1
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    • Latent dirichlet allocation
    • D. Blei, A. Ng, and M. Jordan. Latent dirichlet allocation. JMLR, 3:993-1022, 2003.
    • (2003) JMLR , vol.3 , pp. 993-1022
    • Blei, D.1    Ng, A.2    Jordan, M.3
  • 2
    • 42449162318 scopus 로고    scopus 로고
    • Scene classification using a hybrid generative/discriminative approach
    • A. Bosch, A. Zisserman, and X. Munoz. Scene classification using a hybrid generative/discriminative approach. IEEE TPAMI, 30(4):712-727, 2008.
    • (2008) IEEE TPAMI , vol.30 , Issue.4 , pp. 712-727
    • Bosch, A.1    Zisserman, A.2    Munoz, X.3
  • 4
    • 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 CSUR, 40(2):1-60, 2008
    • (2008) ACM CSUR , vol.40 , Issue.2 , pp. 1-60
    • Datta, R.1    Joshi, D.2    Li, J.3    Wang, J.Z.4
  • 5
    • 33745118277 scopus 로고    scopus 로고
    • Learning generative visual models from few training examples: An incremental Bayesian approach tested on 101 object categories
    • L. Fei-Fei, R. Fergus, and P. Perona. Learning generative visual models from few training examples: an incremental Bayesian approach tested on 101 object categories. In Proc. of CVPR-GMBV, 2004.
    • (2004) Proc. of CVPR-GMBV
    • Fei-Fei, L.1    Fergus, R.2    Perona, P.3
  • 7
    • 77952387637 scopus 로고    scopus 로고
    • On feature combination for multiclass object classification
    • P. Gehler and S. Nowozin. On feature combination for multiclass object classification. In Proc. of CVPR, 2009.
    • (2009) Proc. of CVPR
    • Gehler, P.1    Nowozin, S.2
  • 8
    • 72449191766 scopus 로고    scopus 로고
    • Visual categorization with negative examples for free
    • X. Li and C. G. M. Snoek. Visual categorization with negative examples for free. In Proc. of ACM MM, 2009.
    • (2009) Proc. of ACM MM
    • Li, X.1    Snoek, C.G.M.2
  • 9
    • 0035328421 scopus 로고    scopus 로고
    • Modeling the shape of the scene: A holistic representation of the spatial envelope
    • A. Oliva and A. Torralba. Modeling the shape of the scene: A holistic representation of the spatial envelope. IJCV, 42(3):145-175, 2001.
    • (2001) IJCV , vol.42 , Issue.3 , pp. 145-175
    • Oliva, A.1    Torralba, A.2
  • 10
    • 0345414182 scopus 로고    scopus 로고
    • Video Google: A text retrieval approach to object matching in videos
    • J. Sivic and A. Zisserman. Video Google: A text retrieval approach to object matching in videos. In Proc. of ICCV, 2003.
    • (2003) Proc. of ICCV
    • Sivic, J.1    Zisserman, A.2
  • 11
    • 77955426203 scopus 로고    scopus 로고
    • Evaluating color descriptors for object and scene recognition
    • K. E. A. van De Sande, T. Gevers, and C. G. M. Snoek. Evaluating color descriptors for object and scene recognition. IEEE TPAMI, 32(9):1582-1596, 2010.
    • (2010) IEEE TPAMI , vol.32 , Issue.9 , pp. 1582-1596
    • Van De Sande, K.E.A.1    Gevers, T.2    Snoek, C.G.M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.