메뉴 건너뛰기




Volumn 24, Issue 9, 2015, Pages 2746-2759

SLED: Semantic label embedding dictionary representation for multilabel image annotation

Author keywords

Group sparse reconstruction; Multilabel image annotation; Weakly supervised dictionary learning

Indexed keywords

IMAGE ANALYSIS; IMAGE PROCESSING; SEMANTICS;

EID: 84930507299     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2015.2428055     Document Type: Article
Times cited : (47)

References (56)
  • 1
    • 78650972030 scopus 로고    scopus 로고
    • Efficient large-scale image annotation by probabilistic collaborative multi-label propagation
    • X. Chen, Y. Mu, S. Yan, and T.-S. Chua, "Efficient large-scale image annotation by probabilistic collaborative multi-label propagation", in Proc. Int. Conf. Multimedia, 2010, pp. 35-44.
    • (2010) Proc. Int. Conf. Multimedia , pp. 35-44
    • Chen, X.1    Mu, Y.2    Yan, S.3    Chua, T.-S.4
  • 2
    • 77953202699 scopus 로고    scopus 로고
    • TagProp: Discriminative metric learning in nearest neighbor models for image auto-annotation
    • Sep./Oct.
    • M. Guillaumin, T. Mensink, J. Verbeek, and C. Schmid, "TagProp: Discriminative metric learning in nearest neighbor models for image auto-annotation", in Proc. IEEE 12th Int. Conf. Comput. Vis., Sep./Oct. 2009, pp. 309-316.
    • (2009) Proc. IEEE 12th Int. Conf. Comput. Vis. , pp. 309-316
    • Guillaumin, M.1    Mensink, T.2    Verbeek, J.3    Schmid, C.4
  • 4
  • 5
    • 8844257281 scopus 로고    scopus 로고
    • Image annotation using SVM
    • C. Cusano, G. Ciocca, and R. Schettini, "Image annotation using SVM", Proc. SPIE, vol. 5304, pp. 330-338, 2004.
    • (2004) Proc. SPIE , vol.5304 , pp. 330-338
    • Cusano, C.1    Ciocca, G.2    Schettini, R.3
  • 6
    • 84863058780 scopus 로고    scopus 로고
    • Multilabel visual classification with label exclusive context
    • Nov.
    • X. Chen, X.-T. Yuan, Q. Chen, S. Yan, and T.-S. Chua, "Multilabel visual classification with label exclusive context", in Proc. ICCV, Nov. 2011, pp. 834-841.
    • (2011) Proc. ICCV , pp. 834-841
    • Chen, X.1    Yuan, X.-T.2    Chen, Q.3    Yan, S.4    Chua, T.-S.5
  • 7
    • 84861159415 scopus 로고    scopus 로고
    • Fast semantic diffusion for large-scale context-based image and video annotation
    • Jun.
    • Y.-G. Jiang, Q. Dai, J. Wang, C.-W. Ngo, X. Xue, and S.-F. Chang, "Fast semantic diffusion for large-scale context-based image and video annotation", IEEE Trans. Image Process., vol. 21, no. 6, pp. 3080-3091, Jun. 2012.
    • (2012) IEEE Trans. Image Process. , vol.21 , Issue.6 , pp. 3080-3091
    • Jiang, Y.-G.1    Dai, Q.2    Wang, J.3    Ngo, C.-W.4    Xue, X.5    Chang, S.-F.6
  • 8
    • 77953694643 scopus 로고    scopus 로고
    • Semantics-preserving bag-of-words models and applications
    • Jul.
    • L. Wu, S. C. H. Hoi, and N. Yu, "Semantics-preserving bag-of-words models and applications", IEEE Trans. Image Process., vol. 19, no. 7, pp. 1908-1920, Jul. 2010.
    • (2010) IEEE Trans. Image Process. , vol.19 , Issue.7 , pp. 1908-1920
    • Wu, L.1    Hoi, S.C.H.2    Yu, N.3
  • 9
    • 84866710709 scopus 로고    scopus 로고
    • Learning inter-related visual dictionary for object recognition
    • Jun.
    • N. Zhou, Y. Shen, J. Peng, and J. Fan, "Learning inter-related visual dictionary for object recognition", in Proc. IEEE Conf. CVPR, Jun. 2012, pp. 3490-3497.
    • (2012) Proc. IEEE Conf. CVPR , pp. 3490-3497
    • Zhou, N.1    Shen, Y.2    Peng, J.3    Fan, J.4
  • 10
    • 80052901219 scopus 로고    scopus 로고
    • Learning a discriminative dictionary for sparse coding via label consistent K-SVD
    • Jun.
    • Z. Jiang, Z. Lin, and L. S. Davis, "Learning a discriminative dictionary for sparse coding via label consistent K-SVD", in Proc. IEEE Conf. CVPR, Jun. 2011, pp. 1697-1704.
    • (2011) Proc. IEEE Conf. CVPR , pp. 1697-1704
    • Jiang, Z.1    Lin, Z.2    Davis, L.S.3
  • 11
    • 84884571014 scopus 로고    scopus 로고
    • Label consistent K-SVD: Learning a discriminative dictionary for recognition
    • Nov.
    • Z. Jiang, Z. Lin, and L. S. Davis, "Label consistent K-SVD: Learning a discriminative dictionary for recognition", IEEE Trans. Pattern Anal. Mach. Intell., vol. 35, no. 11, pp. 2651-2664, Nov. 2013.
    • (2013) IEEE Trans. Pattern Anal. Mach. Intell. , vol.35 , Issue.11 , pp. 2651-2664
    • Jiang, Z.1    Lin, Z.2    Davis, L.S.3
  • 12
    • 84937572644 scopus 로고    scopus 로고
    • Object recognition as machine translation: Learning a lexicon for a fixed image vocabulary
    • P. Duygulu, K. Barnard, J. F. de Freitas, and D. A. Forsyth, "Object recognition as machine translation: Learning a lexicon for a fixed image vocabulary", in Proc. ECCV, 2002, pp. 97-112.
    • (2002) Proc. ECCV , pp. 97-112
    • Duygulu, P.1    Barnard, K.2    De Freitas, J.F.3    Forsyth, D.A.4
  • 13
    • 84858733268 scopus 로고    scopus 로고
    • Entropic graph regularization in non-parametric semi-supervised classification
    • A. Subramanya and J. A. Bilmes, "Entropic graph regularization in non-parametric semi-supervised classification", in Proc. NIPS, 2009, pp. 1803-1811.
    • (2009) Proc. NIPS , pp. 1803-1811
    • Subramanya, A.1    Bilmes, J.A.2
  • 14
    • 84958141402 scopus 로고    scopus 로고
    • Parametric mixture models for multi-labeled text
    • N. Ueda and K. Saito, "Parametric mixture models for multi-labeled text", in Proc. NIPS, 2002, pp. 721-728.
    • (2002) Proc. NIPS , pp. 721-728
    • Ueda, N.1    Saito, K.2
  • 15
    • 84871363648 scopus 로고    scopus 로고
    • Hi, magic closet, tell me what to wear!
    • S. Liu et al., "Hi, magic closet, tell me what to wear!" in Proc. ACM MM, 2012, pp. 619-628.
    • (2012) Proc. ACM MM , pp. 619-628
    • Liu, S.1
  • 16
    • 84866654760 scopus 로고    scopus 로고
    • Street-to-shop: Cross-scenario clothing retrieval via parts alignment and auxiliary set
    • Jun.
    • S. Liu, Z. Song, G. Liu, C. Xu, H. Lu, and S. Yan, "Street-to-shop: Cross-scenario clothing retrieval via parts alignment and auxiliary set", in Proc. IEEE Conf. CVPR, Jun. 2012, pp. 3330-3337.
    • (2012) Proc. IEEE Conf. CVPR , pp. 3330-3337
    • Liu, S.1    Song, Z.2    Liu, G.3    Xu, C.4    Lu, H.5    Yan, S.6
  • 17
    • 78149348137 scopus 로고    scopus 로고
    • Improving the Fisher kernel for large-scale image classification
    • F. Perronnin, J. Sánchez, and T. Mensink, "Improving the Fisher kernel for large-scale image classification", in Proc. ECCV, 2010, pp. 143-156.
    • (2010) Proc. ECCV , pp. 143-156
    • Perronnin, F.1    Sánchez, J.2    Mensink, T.3
  • 18
    • 33745155436 scopus 로고    scopus 로고
    • A Bayesian hierarchical model for learning natural scene categories
    • Jun.
    • L. Fei-Fei and P. Perona, "A Bayesian hierarchical model for learning natural scene categories", in Proc. IEEE Conf. CVPR, Jun. 2005, pp. 524-531.
    • (2005) Proc. IEEE Conf. CVPR , pp. 524-531
    • Fei-Fei, L.1    Perona, P.2
  • 19
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scale-invariant keypoints
    • Nov.
    • D. G. Lowe, "Distinctive image features from scale-invariant keypoints", Int. J. Comput. Vis., vol. 60, no. 2, pp. 91-110, Nov. 2004.
    • (2004) Int. J. Comput. Vis. , vol.60 , Issue.2 , pp. 91-110
    • Lowe, D.G.1
  • 20
    • 33645146449 scopus 로고    scopus 로고
    • Histograms of oriented gradients for human detection
    • Jun.
    • N. Dalal and B. Triggs, "Histograms of oriented gradients for human detection", in Proc. IEEE Conf. CVPR, Jun. 2005, pp. 886-893.
    • (2005) Proc. IEEE Conf. CVPR , pp. 886-893
    • Dalal, N.1    Triggs, B.2
  • 21
    • 79955371363 scopus 로고    scopus 로고
    • Graph regularized sparse coding for image representation
    • May
    • M. Zheng et al., "Graph regularized sparse coding for image representation", IEEE Trans. Image Process., vol. 20, no. 5, pp. 1327-1336, May 2011.
    • (2011) IEEE Trans. Image Process. , vol.20 , Issue.5 , pp. 1327-1336
    • Zheng, M.1
  • 22
    • 79955702502 scopus 로고    scopus 로고
    • LIBSVM: A library for support vector machines
    • Apr.
    • C.-C. Chang and C.-J. Lin, "LIBSVM: A library for support vector machines", ACM Trans. Intell. Syst. Technol., vol. 2, no. 3, p. 27, Apr. 2011.
    • (2011) ACM Trans. Intell. Syst. Technol. , vol.2 , Issue.3 , pp. 27
    • Chang, C.-C.1    Lin, C.-J.2
  • 23
    • 84905671639 scopus 로고    scopus 로고
    • Sparse representation based fisher discrimination dictionary learning for image classification
    • M. Yang, L. Zhang, X. Feng, and D. Zhang, "Sparse Representation Based Fisher Discrimination Dictionary Learning for Image Classification", Int. J. Comput. Vis., vol. 109, no. 3, pp. 209-232, 2014.
    • (2014) Int. J. Comput. Vis. , vol.109 , Issue.3 , pp. 209-232
    • Yang, M.1    Zhang, L.2    Feng, X.3    Zhang, D.4
  • 24
    • 84863175756 scopus 로고    scopus 로고
    • Web and personal image annotation by mining label correlation with relaxed visual graph embedding
    • Mar.
    • Y. Yang, F. Wu, F. Nie, H. T. Shen, Y. Zhuang, and A. G. Hauptmann, "Web and personal image annotation by mining label correlation with relaxed visual graph embedding", IEEE Trans. Image Process., vol. 21, no. 3, pp. 1339-1351, Mar. 2012.
    • (2012) IEEE Trans. Image Process. , vol.21 , Issue.3 , pp. 1339-1351
    • Yang, Y.1    Wu, F.2    Nie, F.3    Shen, H.T.4    Zhuang, Y.5    Hauptmann, A.G.6
  • 25
    • 29344450414 scopus 로고    scopus 로고
    • Support vector machine learning for interdependent and structured output spaces
    • I. Tsochantaridis, T. Hofmann, T. Joachims, and Y. Altun, "Support vector machine learning for interdependent and structured output spaces", in Proc. ICML, 2004, p. 104.
    • (2004) Proc. ICML , pp. 104
    • Tsochantaridis, I.1    Hofmann, T.2    Joachims, T.3    Altun, Y.4
  • 26
    • 74049158146 scopus 로고    scopus 로고
    • NUS-WIDE: A real-world Web image database from National University of Singapore
    • T.-S. Chua, J. Tang, R. Hong, H. Li, Z. Luo, and Y. Zheng, "NUS-WIDE: A real-world Web image database from National University of Singapore", in Proc. ACM CIVR, 2009, p. 48.
    • (2009) Proc. ACM CIVR , pp. 48
    • Chua, T.-S.1    Tang, J.2    Hong, R.3    Li, H.4    Luo, Z.5    Zheng, Y.6
  • 27
    • 84864043341 scopus 로고    scopus 로고
    • Infinite latent feature models and the Indian buffet process
    • T. Griffiths and Z. Ghahramani, "Infinite latent feature models and the Indian buffet process", in Proc. NIPS, 2005, pp. 475-482.
    • (2005) Proc. NIPS , pp. 475-482
    • Griffiths, T.1    Ghahramani, Z.2
  • 28
    • 33750383209 scopus 로고    scopus 로고
    • K-SVD: An algorithm for designing overcomplete dictionaries for sparse representation
    • Nov.
    • M. Aharon, M. Elad, and A. Bruckstein, "K-SVD: An algorithm for designing overcomplete dictionaries for sparse representation", IEEE Trans. Signal Process., vol. 54, no. 11, pp. 4311-4322, Nov. 2006.
    • (2006) IEEE Trans. Signal Process. , vol.54 , Issue.11 , pp. 4311-4322
    • Aharon, M.1    Elad, M.2    Bruckstein, A.3
  • 29
    • 84864036295 scopus 로고    scopus 로고
    • Efficient sparse coding algorithms
    • H. Lee, A. Battle, R. Raina, and A. Y. Ng, "Efficient sparse coding algorithms", in Proc. NIPS, 2006, pp. 801-808.
    • (2006) Proc. NIPS , pp. 801-808
    • Lee, H.1    Battle, A.2    Raina, R.3    Ng, A.Y.4
  • 32
    • 51949103737 scopus 로고    scopus 로고
    • Unifying discriminative visual codebook generation with classifier training for object category recognition
    • Jun.
    • L. Yang, R. Jin, R. Sukthankar, and F. Jurie, "Unifying discriminative visual codebook generation with classifier training for object category recognition", in Proc. IEEE Conf. CVPR, Jun. 2008, pp. 1-8.
    • (2008) Proc. IEEE Conf. CVPR , pp. 1-8
    • Yang, L.1    Jin, R.2    Sukthankar, R.3    Jurie, F.4
  • 33
    • 71149106036 scopus 로고    scopus 로고
    • Learning non-redundant codebooks for classifying complex objects
    • W. Zhang, A. Surve, X. Fern, and T. Dietterich, "Learning non-redundant codebooks for classifying complex objects", in Proc. ICML, 2009, pp. 1241-1248.
    • (2009) Proc. ICML , pp. 1241-1248
    • Zhang, W.1    Surve, A.2    Fern, X.3    Dietterich, T.4
  • 34
    • 33745913325 scopus 로고    scopus 로고
    • Object categorization by learned universal visual dictionary
    • Oct.
    • J. Winn, A. Criminisi, and T. Minka, "Object categorization by learned universal visual dictionary", in Proc. ICCV, Oct. 2005, pp. 1800-1807.
    • (2005) Proc. ICCV , pp. 1800-1807
    • Winn, J.1    Criminisi, A.2    Minka, T.3
  • 35
    • 51949085157 scopus 로고    scopus 로고
    • Learning human actions via information maximization
    • Jun.
    • J. Liu and M. Shah, "Learning human actions via information maximization", in Proc. IEEE Conf. CVPR, Jun. 2008, pp. 1-8.
    • (2008) Proc. IEEE Conf. CVPR , pp. 1-8
    • Liu, J.1    Shah, M.2
  • 36
    • 67349266616 scopus 로고    scopus 로고
    • Supervised learning of quantizer codebooks by information loss minimization
    • Jul.
    • S. Lazebnik and M. Raginsky, "Supervised learning of quantizer codebooks by information loss minimization", IEEE Trans. Pattern Anal. Mach. Intell., vol. 31, no. 7, pp. 1294-1309, Jul. 2009.
    • (2009) IEEE Trans. Pattern Anal. Mach. Intell. , vol.31 , Issue.7 , pp. 1294-1309
    • Lazebnik, S.1    Raginsky, M.2
  • 37
    • 84856660881 scopus 로고    scopus 로고
    • Sparse dictionary-based representation and recognition of action attributes
    • Nov.
    • Q. Qiu, Z. Jiang, and R. Chellappa, "Sparse dictionary-based representation and recognition of action attributes", in Proc. ICCV, Nov. 2011, pp. 707-714.
    • (2011) Proc. ICCV , pp. 707-714
    • Qiu, Q.1    Jiang, Z.2    Chellappa, R.3
  • 38
    • 77956514394 scopus 로고    scopus 로고
    • Robust graph mode seeking by graph shift
    • H. Liu and S. Yan, "Robust graph mode seeking by graph shift", in Proc. ICML, 2010, pp. 671-678.
    • (2010) Proc. ICML , pp. 671-678
    • Liu, H.1    Yan, S.2
  • 39
    • 34548741255 scopus 로고    scopus 로고
    • Discriminative frequent pattern analysis for effective classification
    • Apr.
    • H. Cheng, X. Yan, J. Han, and C.-W. Hsu, "Discriminative frequent pattern analysis for effective classification", in Proc. ICDE, Apr. 2007, pp. 716-725.
    • (2007) Proc. ICDE , pp. 716-725
    • Cheng, H.1    Yan, X.2    Han, J.3    Hsu, C.-W.4
  • 40
    • 71149103464 scopus 로고    scopus 로고
    • An accelerated gradient method for trace norm minimization
    • S. Ji and J. Ye, "An accelerated gradient method for trace norm minimization", in Proc. ICNL, 2009, pp. 457-464.
    • (2009) Proc. ICNL , pp. 457-464
    • Ji, S.1    Ye, J.2
  • 41
    • 36749005582 scopus 로고    scopus 로고
    • A new TwIST: Two-step iterative shrinkage/thresholding algorithms for image restoration
    • Dec.
    • J. M. Bioucas-Dias and M. A. T. Figueiredo, "A new TwIST: Two-step iterative shrinkage/thresholding algorithms for image restoration", IEEE Trans. Image Process., vol. 16, no. 12, pp. 2992-3004, Dec. 2007.
    • (2007) IEEE Trans. Image Process. , vol.16 , Issue.12 , pp. 2992-3004
    • Bioucas-Dias, J.M.1    Figueiredo, M.A.T.2
  • 43
    • 85162375080 scopus 로고    scopus 로고
    • Efficient methods for overlapping group lasso
    • L. Yuan, J. Liu, and J. Ye, "Efficient methods for overlapping group lasso", in Proc. NIPS, 2011, pp. 352-360.
    • (2011) Proc. NIPS , pp. 352-360
    • Yuan, L.1    Liu, J.2    Ye, J.3
  • 44
    • 0000581356 scopus 로고
    • An introduction to kernel and nearest-neighbor nonparametric regression
    • N. S. Altman, "An introduction to kernel and nearest-neighbor nonparametric regression", Amer. Statist., vol. 46, no. 3, pp. 175-185, 1992.
    • (1992) Amer. Statist. , vol.46 , Issue.3 , pp. 175-185
    • Altman, N.S.1
  • 45
    • 24944515085 scopus 로고    scopus 로고
    • A model for learning the semantics of pictures
    • V. Lavrenko, R. Manmatha, and J. Jeon, "A model for learning the semantics of pictures", in Proc. NIPS, 2003, pp. 553-560.
    • (2003) Proc. NIPS , pp. 553-560
    • Lavrenko, V.1    Manmatha, R.2    Jeon, J.3
  • 46
    • 35048883094 scopus 로고    scopus 로고
    • An inference network approach to image retrieval
    • D. Metzler and R. Manmatha, "An inference network approach to image retrieval", in Proc. CIVR, 2004, pp. 42-50.
    • (2004) Proc. CIVR , pp. 42-50
    • Metzler, D.1    Manmatha, R.2
  • 47
    • 26444467666 scopus 로고    scopus 로고
    • Automated image annotation using global features and robust nonparametric density estimation
    • A. Yavlinsky, E. Schofield, and S. Rüger, "Automated image annotation using global features and robust nonparametric density estimation", in Proc. CIVR, 2005, pp. 507-517.
    • (2005) Proc. CIVR , pp. 507-517
    • Yavlinsky, A.1    Schofield, E.2    Rüger, S.3
  • 48
    • 53549116749 scopus 로고    scopus 로고
    • Image annotation via graph learning
    • Feb.
    • J. Liu, M. Li, Q. Liu, H. Lu, and S. Ma, "Image annotation via graph learning", Pattern Recognit., vol. 42, no. 2, pp. 218-228, Feb. 2009.
    • (2009) Pattern Recognit. , vol.42 , Issue.2 , pp. 218-228
    • Liu, J.1    Li, M.2    Liu, Q.3    Lu, H.4    Ma, S.5
  • 49
    • 56749168888 scopus 로고    scopus 로고
    • A new baseline for image annotation
    • A. Makadia, V. Pavlovic, and S. Kumar, "A new baseline for image annotation", in Proc. ECCV, 2008, pp. 316-329.
    • (2008) Proc. ECCV , pp. 316-329
    • Makadia, A.1    Pavlovic, V.2    Kumar, S.3
  • 50
    • 84887343294 scopus 로고    scopus 로고
    • Image tag completion via image-specific and tag-specific linear sparse reconstructions
    • Jun.
    • Z. Lin, G. Ding, M. Hu, J. Wang, and X. Ye, "Image tag completion via image-specific and tag-specific linear sparse reconstructions", in Proc. IEEE Conf. CVPR, Jun. 2013, pp. 1618-1625.
    • (2013) Proc. IEEE Conf. CVPR , pp. 1618-1625
    • Lin, Z.1    Ding, G.2    Hu, M.3    Wang, J.4    Ye, X.5
  • 51
    • 77956531458 scopus 로고    scopus 로고
    • Large scale max-margin multi-label classification with priors
    • B. Hariharan, L. Zelnik-Manor, M. Varma, and S. Vishwanathan, "Large scale max-margin multi-label classification with priors", in Proc. ICML, 2010, pp. 423-430.
    • (2010) Proc. ICML , pp. 423-430
    • Hariharan, B.1    Zelnik-Manor, L.2    Varma, M.3    Vishwanathan, S.4
  • 52
    • 70350333307 scopus 로고    scopus 로고
    • Learning social tag relevance by neighbor voting
    • Nov.
    • X. Li, C. G. M. Snoek, and M. Worring, "Learning social tag relevance by neighbor voting", IEEE Trans. Multimedia, vol. 11, no. 7, pp. 1310-1322, Nov. 2009.
    • (2009) IEEE Trans. Multimedia , vol.11 , Issue.7 , pp. 1310-1322
    • Li, X.1    Snoek, C.G.M.2    Worring, M.3
  • 53
    • 5044225521 scopus 로고    scopus 로고
    • Multiple Bernoulli relevance models for image and video annotation
    • Jun./Jul.
    • S. L. Feng, R. Manmatha, and V. Lavrenko, "Multiple Bernoulli relevance models for image and video annotation", in Proc. IEEE Conf. CVPR, Jun./Jul. 2004, pp. II-1002-II-1009.
    • (2004) Proc. IEEE Conf. CVPR , pp. II1002-II1009
    • Feng, S.L.1    Manmatha, R.2    Lavrenko, V.3
  • 56
    • 84905671639 scopus 로고    scopus 로고
    • Sparse representation based Fisher discrimination dictionary learning for image classification
    • Sep.
    • M. Yang, L. Zhang, X. Feng, and D. Zhang, "Sparse representation based Fisher discrimination dictionary learning for image classification", Int. J. Comput. Vis., vol. 109, no. 3, pp. 209-232, Sep. 2014.
    • (2014) Int. J. Comput. Vis. , vol.109 , Issue.3 , pp. 209-232
    • Yang, M.1    Zhang, L.2    Feng, X.3    Zhang, D.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.