메뉴 건너뛰기




Volumn 42, Issue 3, 2012, Pages 838-849

Automatic image annotation and retrieval using group sparsity

Author keywords

Corel5K; feature selection; group sparsity; IAPR TC12; image annotation; image retrieval; regularization

Indexed keywords

COREL5K; GROUP SPARSITY; IAPR TC12; IMAGE ANNOTATION; REGULARIZATION;

EID: 84862808427     PISSN: 10834419     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSMCB.2011.2179533     Document Type: Article
Times cited : (103)

References (57)
  • 4
    • 31744440684 scopus 로고    scopus 로고
    • Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information
    • DOI 10.1109/TIT.2005.862083
    • E. C and ès, J. Romberg, and T. Tao, "Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information," IEEE Trans. Inf. Theory, vol. 52, no. 2, pp. 489-509, Feb. 2006. (Pubitemid 43174093)
    • (2006) IEEE Transactions on Information Theory , vol.52 , Issue.2 , pp. 489-509
    • Candes, E.J.1    Romberg, J.2    Tao, T.3
  • 6
    • 0035273106 scopus 로고    scopus 로고
    • Atomic decomposition by basis pursuit
    • DOI 10.1137/S003614450037906X, PII S003614450037906X
    • S. S. Chen, D. L. Donoho, and M. A. Saunders, "Atomic decomposition by basis pursuit," SIAM Rev., vol. 43, no. 1, pp. 129-159, 2001. (Pubitemid 32406896)
    • (2001) SIAM Review , vol.43 , Issue.1 , pp. 129-159
    • Chen, S.S.1    Donoho, D.L.2    Saunders, M.A.3
  • 9
    • 43249093335 scopus 로고    scopus 로고
    • Image retrieval: Ideas, influences, and trends of the new age
    • Apr.
    • R. Datta, D. Joshi, J. Li, and J. Z. Wang, "Image retrieval: Ideas, influences, and trends of the new age," ACM Comput. Surv., vol. 40, no. 2, pp. 1-60, Apr. 2008.
    • (2008) ACM Comput. Surv. , vol.40 , Issue.2 , pp. 1-60
    • Datta, R.1    Joshi, D.2    Li, J.3    Wang, J.Z.4
  • 10
    • 33645712892 scopus 로고    scopus 로고
    • Compressed sensing
    • Apr.
    • D. Donoho, "Compressed sensing," IEEE Trans. Inf. Theory, vol. 52, no. 4, pp. 1289-1306, Apr. 2006.
    • (2006) IEEE Trans. Inf. Theory , vol.52 , Issue.4 , pp. 1289-1306
    • Donoho, D.1
  • 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. G. de Freitas, and D. A. Forsyth, "Object recognition as machine translation: Learning a lexicon for a fixed image vocabulary," in Proc. Eur. Conf. Comput. Vis., 2002, pp. 97-112.
    • (2002) Proc. Eur. Conf. Comput. Vis. , pp. 97-112
    • Duygulu, P.1    Barnard, K.2    De Freitas, J.F.G.3    Forsyth, D.A.4
  • 15
    • 39449126969 scopus 로고    scopus 로고
    • Gradient projection for sparse reconstruction: Application to compressed sensing and other inverse problems
    • DOI 10.1109/JSTSP.2007.910281
    • M. Figueiredo, R. Nowak, and S. Wright, "Gradient projection for sparse reconstruction: Application to compressed sensing and other inverse problems," IEEE J. Sel. Topics Signal Process., vol. 1, no. 4, pp. 586-597, Dec. 2007. (Pubitemid 351276802)
    • (2007) IEEE Journal on Selected Topics in Signal Processing , vol.1 , Issue.4 , pp. 586-597
    • Figueiredo, M.A.T.1    Nowak, R.D.2    Wright, S.J.3
  • 16
    • 0032361278 scopus 로고    scopus 로고
    • Penalized regressions: The bridge versus the lasso
    • Sep.
    • W. J. Fu, "Penalized regressions: The bridge versus the lasso," J. Comput. Graph. Stat., vol. 7, no. 3, pp. 397-416, Sep. 1998.
    • (1998) J. Comput. Graph. Stat. , vol.7 , Issue.3 , pp. 397-416
    • Fu, W.J.1
  • 17
    • 80052898718 scopus 로고    scopus 로고
    • Multi-layer group sparse coding for concurrent image classification and annotation
    • S. Gao, L.-T. Chia, and I. W.-H. Tsang, "Multi-layer group sparse coding for concurrent image classification and annotation," in Proc. IEEE Conf. Comput. Vis. Pattern Recognit., 2011, pp. 2809-2816.
    • (2011) Proc. IEEE Conf. Comput. Vis. Pattern Recognit. , pp. 2809-2816
    • Gao, S.1    Chia, L.-T.2    Tsang, I.W.-H.3
  • 18
    • 46149118255 scopus 로고    scopus 로고
    • A discriminative kernel-based approach to rank images from text queries
    • Aug.
    • D. Grangier and S. Bengio, "A discriminative kernel-based approach to rank images from text queries," IEEE Trans. Pattern Anal. Mach. Intell., vol. 30, no. 8, pp. 1371-1384, Aug. 2008.
    • (2008) IEEE Trans. Pattern Anal. Mach. Intell. , vol.30 , Issue.8 , pp. 1371-1384
    • Grangier, D.1    Bengio, S.2
  • 19
  • 20
    • 77953202699 scopus 로고    scopus 로고
    • TagProp: Discriminative metric learning in nearest neighbor models for image autoannotation
    • M. Guillaumin, T. Mensink, J. Verbeek, and C. Schmid, "TagProp: Discriminative metric learning in nearest neighbor models for image autoannotation," in Proc. Int. Conf. Comput. Vis., 2009, pp. 309-316.
    • (2009) Proc. Int. Conf. Comput. Vis. , pp. 309-316
    • Guillaumin, M.1    Mensink, T.2    Verbeek, J.3    Schmid, C.4
  • 24
    • 77955136689 scopus 로고    scopus 로고
    • The benefit of group sparsity
    • J. Huang and T. Zhang, "The benefit of group sparsity," Inst. Math. Stat., vol. 38, no. 4, pp. 1978-2004, 2010.
    • (2010) Inst. Math. Stat. , vol.38 , Issue.4 , pp. 1978-2004
    • Huang, J.1    Zhang, T.2
  • 26
    • 58649110599 scopus 로고    scopus 로고
    • Multi-task compressive sensing
    • Jan.
    • S. Ji, D. Dunson, and L. Carin, "Multi-task compressive sensing," IEEE Trans. Signal Process., vol. 57, no. 1, pp. 92-106, Jan. 2009.
    • (2009) IEEE Trans. Signal Process. , vol.57 , Issue.1 , pp. 92-106
    • Ji, S.1    Dunson, D.2    Carin, L.3
  • 30
    • 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
  • 32
    • 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
  • 35
    • 0027842081 scopus 로고
    • Matching pursuits with time-frequency dictionaries
    • Dec.
    • S. Mallat and Z. Zhang, "Matching pursuits with time-frequency dictionaries," IEEE Trans. Signal Process., vol. 41, no. 12, pp. 3397-3415, Dec. 1993.
    • (1993) IEEE Trans. Signal Process. , vol.41 , Issue.12 , pp. 3397-3415
    • Mallat, S.1    Zhang, Z.2
  • 40
    • 84957085334 scopus 로고    scopus 로고
    • Theoretical views of boosting and applications
    • New York: Springer-Verlag
    • R. Schapire, "Theoretical views of boosting and applications," in Algorithmic Learning Theory. New York: Springer-Verlag, 1999, pp. 13-25.
    • (1999) Algorithmic Learning Theory , pp. 13-25
    • Schapire, R.1
  • 42
    • 77955998009 scopus 로고    scopus 로고
    • Connecting modalities: Semi-supervised segmentation and annotation of images using unaligned text corpora
    • R. Socher and F.-F. Li, "Connecting modalities: Semi-supervised segmentation and annotation of images using unaligned text corpora," in Proc. IEEE Conf. Comput. Vis. Pattern Recognit., 2010, pp. 966-973.
    • (2010) Proc. IEEE Conf. Comput. Vis. Pattern Recognit. , pp. 966-973
    • Socher, R.1    Li, F.-F.2
  • 43
    • 0001287271 scopus 로고
    • Regression shrinkage and selection via the LASSO
    • R. Tibshirani, "Regression shrinkage and selection via the LASSO," J. Royal Stat. Soc., vol. 58, no. 1, pp. 267-288, 1994.
    • (1994) J. Royal Stat. Soc. , vol.58 , Issue.1 , pp. 267-288
    • Tibshirani, R.1
  • 44
    • 64649083745 scopus 로고    scopus 로고
    • Signal recovery from r and om measurements via orthogonal matching pursuit
    • Dec.
    • J. A. Tropp and C. Anna, "Signal recovery from r and om measurements via orthogonal matching pursuit," IEEE Trans. Inf. Theory, vol. 53, no. 12, pp. 4655-4666, Dec. 2007.
    • (2007) IEEE Trans. Inf. Theory , vol.53 , Issue.12 , pp. 4655-4666
    • Tropp, J.A.1    Anna, C.2
  • 45
    • 77955426203 scopus 로고    scopus 로고
    • Evaluating color descriptors for object and scene recognition
    • Sep.
    • K. van de S and e, T. Gevers, and C. Snoek, "Evaluating color descriptors for object and scene recognition," IEEE Trans. Pattern Anal.Mach. Intell., vol. 32, no. 9, pp. 1582-1596, Sep. 2010.
    • (2010) IEEE Trans. Pattern Anal.Mach. Intell. , vol.32 , Issue.9 , pp. 1582-1596
    • Sande De K.Van1    Gevers, T.2    Snoek, C.3
  • 47
    • 34347400802 scopus 로고    scopus 로고
    • An empirical Bayesian strategy for solving the simultaneous sparse approximation problem
    • DOI 10.1109/TSP.2007.894265
    • D. Wipf and B. Rao, "An empirical Bayesian strategy for solving the simultaneous sparse approximation problem," IEEE Trans. Signal Process., vol. 55, no. 7, pp. 3704-3716, Jul. 2007. (Pubitemid 47018850)
    • (2007) IEEE Transactions on Signal Processing , vol.55 , Issue.7 , pp. 3704-3716
    • Wipf, D.P.1    Rao, B.D.2
  • 49
    • 78650979494 scopus 로고    scopus 로고
    • Multi-label boosting for image annotation by structural grouping sparsity
    • F. Wu, Y. Han, Q. Tian, and Y. Zhuang, "Multi-label boosting for image annotation by structural grouping sparsity," in Proc. Int. Conf. Multimedia, 2010, pp. 15-24.
    • (2010) Proc. Int. Conf. Multimedia , pp. 15-24
    • Wu, F.1    Han, Y.2    Tian, Q.3    Zhuang, Y.4
  • 50
    • 77955987622 scopus 로고    scopus 로고
    • Annotating images and image objects using a hierarchical dirichlet process model
    • O. Yakhnenko and V. Honavar, "Annotating images and image objects using a hierarchical dirichlet process model," in Proc. Int. Conf. Mobile Data Manage., 2008, pp. 1-7.
    • (2008) Proc. Int. Conf. Mobile Data Manage. , pp. 1-7
    • Yakhnenko, O.1    Honavar, V.2
  • 52
    • 26444467666 scopus 로고    scopus 로고
    • Automated image annotation using global features and robust nonparametric density estimation
    • Image and Video Retrieval: 4th International Conference, CIVR 2005. Proceedings
    • A. Yavlinsky, E. Schofield, and S. Ruger, "Automated image annotation using global features and robust nonparametric density estimation," in Proc. ACM Int. Conf. Image Video Retrieval, 2005, pp. 507-517. (Pubitemid 41425589)
    • (2005) Lecture Notes in Computer Science , vol.3568 , pp. 507-517
    • Yavlinsky, A.1    Schofield, E.2    Ruger, S.3
  • 54
    • 77955986472 scopus 로고    scopus 로고
    • Visual classification with multi-task joint sparse representation
    • X. Yuan and S. Yan, "Visual classification with multi-task joint sparse representation," in Proc. IEEE Conf. CVPR, 2010, pp. 3493-3500.
    • (2010) Proc. IEEE Conf. CVPR , pp. 3493-3500
    • Yuan, X.1    Yan, S.2
  • 57
    • 82355192255 scopus 로고    scopus 로고
    • Towards robust and effective shape modeling: Sparse shape composition
    • Jan.
    • S. Zhang, Y. Zhan, M. Dewan, J. Huang, D. N. Metaxas, and X. S. Zhou, "Towards robust and effective shape modeling: Sparse shape composition," Med. Image Anal., vol. 16, no. 1, pp. 265-277, Jan. 2012.
    • (2010) Med. Image Anal. , vol.16 , Issue.1 , pp. 265-277
    • Zhang, S.1    Zhan, Y.2    Dewan, M.3    Huang, J.4    Metaxas, D.N.5    Zhou, X.S.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.