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Volumn 95, Issue , 2012, Pages 22-28

Collaborative visual modeling for automatic image annotation via sparse model coding

Author keywords

Automatic image annotation; Sparse model reconstruction; Visual relatedness

Indexed keywords

ANNOTATION METHODS; AUTOMATIC IMAGE ANNOTATION; CONVEX COMBINATIONS; DATA SETS; EFFICIENT STRATEGY; HIGH-DIMENSIONAL; MODEL RECONSTRUCTION; REFERENCE MODELS; SPARSE RECONSTRUCTION; VISUAL CONCEPT; VISUAL MODEL; VISUAL MODELING; VISUAL RELATEDNESS;

EID: 84863852003     PISSN: 09252312     EISSN: 18728286     Source Type: Journal    
DOI: 10.1016/j.neucom.2011.04.049     Document Type: Article
Times cited : (11)

References (37)
  • 1
    • 0034857154 scopus 로고    scopus 로고
    • Learning the semantics of words and pictures, in: ICCV
    • K. Barnard, D. Forsyth, Learning the semantics of words and pictures, in: ICCV, 2001, pp. 408-415.
    • (2001) , pp. 408-415
    • Barnard, K.1    Forsyth, D.2
  • 2
    • 1542287501 scopus 로고    scopus 로고
    • Modeling annotated data, in: SIGIR, July
    • D.M. Blei, M.I. Jordan, Modeling annotated data, in: SIGIR, July 2003.
    • (2003)
    • Blei, D.M.1    Jordan, M.I.2
  • 3
    • 84863854814 scopus 로고    scopus 로고
    • Modeling Categorization as a Dirichlet Process Mixture, Technical Report, EECS
    • K. Canini, Modeling Categorization as a Dirichlet Process Mixture, Technical Report, EECS, 2007.
    • (2007)
    • Canini, K.1
  • 4
    • 33847419773 scopus 로고    scopus 로고
    • Supervised learning of semantic classes for image annotation and retrieval, in: PAMI
    • G. Carneiro, A. Chan, N.V.P.J. Moreno, Supervised learning of semantic classes for image annotation and retrieval, in: PAMI, 2007.
    • (2007)
    • Carneiro, G.1    Chan, A.2    Moreno, N.V.P.J.3
  • 5
    • 84863836559 scopus 로고    scopus 로고
    • Object recognition as machine translation: learning a lexicon for a fixed image vocabulary, in: ECCV
    • P. Duygulu, K. Barnard, J. de Freitas, D. Forsyth, Object recognition as machine translation: learning a lexicon for a fixed image vocabulary, in: ECCV, 2002.
    • (2002)
    • Duygulu, P.1    Barnard, K.2    de Freitas, J.3    Forsyth, D.4
  • 6
    • 36448975789 scopus 로고    scopus 로고
    • Hierarchical classification for automatic image annotation, in: SIGIR
    • J. Fan, Y. Ga, H. Luo, Hierarchical classification for automatic image annotation, in: SIGIR, 2007.
    • (2007)
    • Fan, J.1    Ga, Y.2    Luo, H.3
  • 7
    • 5044225521 scopus 로고    scopus 로고
    • Multiple bernoulli relevance models for image and video annotation, in: CVPR
    • S. Feng, R. Manmatha, V. Lavrenko, Multiple bernoulli relevance models for image and video annotation, in: CVPR, 2004, pp. 1002-1009.
    • (2004) , pp. 1002-1009
    • Feng, S.1    Manmatha, R.2    Lavrenko, V.3
  • 8
    • 34547355942 scopus 로고    scopus 로고
    • Automatic image annotation by incorporating feature hierarchy and boosting to scale up SVM classifiers
    • Gao Y., Fan J., Xue X., Jain R. Automatic image annotation by incorporating feature hierarchy and boosting to scale up SVM classifiers. ACM Multimedia 2006, 901-910.
    • (2006) ACM Multimedia , pp. 901-910
    • Gao, Y.1    Fan, J.2    Xue, X.3    Jain, R.4
  • 9
    • 2342486607 scopus 로고    scopus 로고
    • On image auto-annotation with latent space models
    • Gatica-Perez F.D., Oka R. On image auto-annotation with latent space models. ACM Multimedia 2003, 275-278.
    • (2003) ACM Multimedia , pp. 275-278
    • Gatica-Perez, F.D.1    Oka, R.2
  • 10
    • 1542347786 scopus 로고    scopus 로고
    • Automatic image annotation and retrieval using cross-media relevance models, in: SIGIR
    • J. Jeon, V. Lavrenko, R. Manmatha, Automatic image annotation and retrieval using cross-media relevance models, in: SIGIR, 2003, pp. 119-126.
    • (2003) , pp. 119-126
    • Jeon, J.1    Lavrenko, V.2    Manmatha, R.3
  • 11
    • 70350637625 scopus 로고    scopus 로고
    • Annotating personal albums via web mining
    • Jia J., Yu N., Hua X. Annotating personal albums via web mining. ACM Multimedia 2008.
    • (2008) ACM Multimedia
    • Jia, J.1    Yu, N.2    Hua, X.3
  • 12
    • 13444292911 scopus 로고    scopus 로고
    • Effective automatic image annotation via a coherent language model and active learning
    • Jin R., Chai J.Y., Si L. Effective automatic image annotation via a coherent language model and active learning. ACM Multimedia 2004, 892-899.
    • (2004) ACM Multimedia , pp. 892-899
    • Jin, R.1    Chai, J.Y.2    Si, L.3
  • 13
    • 84863854811 scopus 로고    scopus 로고
    • An adaptive graph model for automatic image annotation, in: ACM International Conference on Multimedia Information Retrieval
    • Y. Jin, L. Khan, L. Wang, M. Awad, An adaptive graph model for automatic image annotation, in: ACM International Conference on Multimedia Information Retrieval, 2006.
    • (2006)
    • Jin, Y.1    Khan, L.2    Wang, L.3    Awad, M.4
  • 14
    • 84863854810 scopus 로고    scopus 로고
    • Correlated label propagation with application to multi-label learning, in: CVPR, 1719-1726.
    • F. Kang, R. Jin, R. Sukthankar, Correlated label propagation with application to multi-label learning, in: CVPR, 2006, pp. 291-294, 1719-1726.
    • (2006) , pp. 291-294
    • Kang, F.1    Jin, R.2    Sukthankar, R.3
  • 15
    • 33645962293 scopus 로고    scopus 로고
    • A model for learning the semantics of pictures, in: NIPS
    • V. Lavrenko, R. Manmatha, J. Jeon, A model for learning the semantics of pictures, in: NIPS, 2004, pp. 553-560.
    • (2004) , pp. 553-560
    • Lavrenko, V.1    Manmatha, R.2    Jeon, J.3
  • 16
    • 0141836773 scopus 로고    scopus 로고
    • Automatic linguistic indexing of pictures by a statistical modeling approach
    • Li J., Wang J. Automatic linguistic indexing of pictures by a statistical modeling approach. IEEE Trans. Pattern Anal. Mach. Intell. 2003, 25(19):1075-1088.
    • (2003) IEEE Trans. Pattern Anal. Mach. Intell. , vol.25 , Issue.19 , pp. 1075-1088
    • Li, J.1    Wang, J.2
  • 18
    • 13444280001 scopus 로고    scopus 로고
    • Plsa-based image auto-annotation: constraining the latent space
    • Monay F., GaticaPerez D. Plsa-based image auto-annotation: constraining the latent space. ACM Multimedia 2004, 348-351.
    • (2004) ACM Multimedia , pp. 348-351
    • Monay, F.1    GaticaPerez, D.2
  • 19
    • 33746589183 scopus 로고    scopus 로고
    • Automatic image annotation by incorporating feature hierarchy and boosting to scale up SVM classifiers, in: CIVR
    • R. Shi, T. Chua, C. lee, S. Gao, Automatic image annotation by incorporating feature hierarchy and boosting to scale up SVM classifiers, in: CIVR, 2006, pp. 102-112.
    • (2006) , pp. 102-112
    • Shi, R.1    Chua, T.2    Lee, C.3    Gao, S.4
  • 20
    • 84885617287 scopus 로고    scopus 로고
    • Exploiting ontologies for automatic image annotation, in: SIGIR
    • M. Srikanth, J. Varner, M. Bowden, D. Moldovan, Exploiting ontologies for automatic image annotation, in: SIGIR, 2005, pp. 552-558.
    • (2005) , pp. 552-558
    • Srikanth, M.1    Varner, J.2    Bowden, M.3    Moldovan, D.4
  • 21
    • 49249133750 scopus 로고    scopus 로고
    • Automatic video annotation using multimodal Dirichlet process mixture model, in: IEEE International Conference on Networking, Sensing and Control
    • A. Velivelli, T. Huang, Automatic video annotation using multimodal Dirichlet process mixture model, in: IEEE International Conference on Networking, Sensing and Control, 2008.
    • (2008)
    • Velivelli, A.1    Huang, T.2
  • 23
    • 84863820458 scopus 로고    scopus 로고
    • Model-shared subspace boosting for multi-label classification, in: CIVR
    • R. Yan, J. Tesic, J.R. Smith, Model-shared subspace boosting for multi-label classification, in: CIVR, 2006.
    • (2006)
    • Yan, R.1    Tesic, J.2    Smith, J.R.3
  • 24
    • 33845562302 scopus 로고    scopus 로고
    • Region-based image annotation using asymmetrical support vector machine-based multiple-instance learning, in: CVPR
    • C. Yang, M. Dong, Region-based image annotation using asymmetrical support vector machine-based multiple-instance learning, in: CVPR, 2006, pp. 2057-2063.
    • , vol.2006 , pp. 2057-2063
    • Yang, C.1    Dong, M.2
  • 25
    • 33947681316 scopus 로고    scopus 로고
    • Ml-knn: a lazy learning approach to multi-label learning
    • Zhang M., Zhou Z. Ml-knn: a lazy learning approach to multi-label learning. Pattern Recognit. 2007, 605-614.
    • (2007) Pattern Recognit. , pp. 605-614
    • Zhang, M.1    Zhou, Z.2
  • 26
    • 36849058060 scopus 로고    scopus 로고
    • Automatic image annotation by an iterative approach: incorporating keyword correlations and region matching, in: CIVR
    • X. Zhou, M. Wang, Q. Zhang, B. Shi, Automatic image annotation by an iterative approach: incorporating keyword correlations and region matching, in: CIVR, 2007.
    • (2007)
    • Zhou, X.1    Wang, M.2    Zhang, Q.3    Shi, B.4
  • 27
  • 28
    • 85117427384 scopus 로고    scopus 로고
    • Multi-label sparse coding for automatic image annotation, in: CVPR
    • C. Wang, S. Yan, L. Zhang, H. Zhang, Multi-label sparse coding for automatic image annotation, in: CVPR, 2009.
    • (2009)
    • Wang, C.1    Yan, S.2    Zhang, L.3    Zhang, H.4
  • 29
    • 84863832698 scopus 로고    scopus 로고
    • Image annotation by knn-sparse graph-based label propagation over noisily-tagged web images
    • Tang J., Hong R., Yan S., Chua T. Image annotation by knn-sparse graph-based label propagation over noisily-tagged web images. ACM Trans. Intell. Syst. Technol. 2010, 1(1).
    • (2010) ACM Trans. Intell. Syst. Technol.
    • Tang, J.1    Hong, R.2    Yan, S.3    Chua, T.4
  • 30
    • 74049158146 scopus 로고    scopus 로고
    • NUS-WIDE: a real-world web image database from National University of Singapore, in: CIVR
    • T. Chua, J. Tang, R. Hong, H. Li, Z. Luo, Y. Zheng, NUS-WIDE: a real-world web image database from National University of Singapore, in: CIVR, 2009.
    • (2009)
    • Chua, T.1    Tang, J.2    Hong, R.3    Li, H.4    Luo, Z.5    Zheng, Y.6
  • 31
    • 0141836275 scopus 로고    scopus 로고
    • Adaptive sparseness for supervised learning, in: TPAMI
    • M.A.T. Figueiredo, Adaptive sparseness for supervised learning, in: TPAMI, 2003.
    • (2003)
    • Figueiredo, M.A.T.1
  • 32
    • 56749168888 scopus 로고    scopus 로고
    • A new baseline for image annotation, in: ECCV
    • A. Makadia, V. Pavlovic, S. Kumar, A new baseline for image annotation, in: ECCV, 2008, pp. 316-329.
    • (2008) , pp. 316-329
    • Makadia, A.1    Pavlovic, V.2    Kumar, S.3
  • 33
    • 77953202699 scopus 로고    scopus 로고
    • Tagprop: discriminative metric learning in nearest neighbor models for image auto-annotation, in: ICCV
    • M. Guillaumin, T. Mensink, J. Verbeek, C. Schmid, Tagprop: discriminative metric learning in nearest neighbor models for image auto-annotation, in: ICCV, 2009.
    • (2009)
    • Guillaumin, M.1    Mensink, T.2    Verbeek, J.3    Schmid, C.4
  • 34
    • 63049138297 scopus 로고    scopus 로고
    • Beyond distance measurement: constructing neighborhood similarity for video annotation
    • Wang M., Hua X., Tang J., Hong R. Beyond distance measurement: constructing neighborhood similarity for video annotation. IEEE Trans. Multimedia 2009, 11(3):5-88.
    • (2009) IEEE Trans. Multimedia , vol.11 , Issue.3 , pp. 5-88
    • Wang, M.1    Hua, X.2    Tang, J.3    Hong, R.4
  • 36
    • 78650993562 scopus 로고    scopus 로고
    • Dynamic captioning: video accessibility enhancement for hearing impairment, in: ACM International Conference on Multimedia (ACM MM)
    • R. Hong, M. Wang, M. Xu, S. Yan, T. Chua, Dynamic captioning: video accessibility enhancement for hearing impairment, in: ACM International Conference on Multimedia (ACM MM), 2010.
    • (2010)
    • Hong, R.1    Wang, M.2    Xu, M.3    Yan, S.4    Chua, T.5
  • 37
    • 77955993787 scopus 로고    scopus 로고
    • ARISTA-image search to annotation on billions of web photos, in: CVPR
    • X. Wang, L. Zhang, M. Liu, Y. Li, W. Ma, ARISTA-image search to annotation on billions of web photos, in: CVPR, 2010.
    • (2010)
    • Wang, X.1    Zhang, L.2    Liu, M.3    Li, Y.4    Ma, W.5


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