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Volumn , Issue , 2010, Pages

Evaluation of dimensionality reduction methods for image auto-annotation

Author keywords

[No Author keywords available]

Indexed keywords

IMAGE ANALYSIS; SEMANTICS;

EID: 84898465467     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.5244/C.24.94     Document Type: Conference Paper
Times cited : (12)

References (36)
  • 1
    • 33745859053 scopus 로고    scopus 로고
    • A probabilistic interpretation of canonical correlation analysis
    • University of California, Berkeley
    • F. R. Bach and M. I. Jordan. A probabilistic interpretation of canonical correlation analysis. Technical Report 688, Department of Statistics, University of California, Berkeley, 2005.
    • (2005) Technical Report 688, Department of Statistics
    • Bach, F.R.1    Jordan, M.I.2
  • 3
    • 1542287501 scopus 로고    scopus 로고
    • Modeling annotated data
    • D. M. Blei and M. I. Jordan. Modeling annotated data. In Proc. ACM SIGIR, pages 127-134, 2003.
    • (2003) Proc. ACM SIGIR , pp. 127-134
    • Blei, D.M.1    Jordan, M.I.2
  • 6
    • 0037282477 scopus 로고    scopus 로고
    • CBSA: Content-based soft annotation for multimodal image retrieval using bayes point machines
    • E. Y. Chang, K. Goh, G. Sychay, and G. Wu. CBSA: content-based soft annotation for multimodal image retrieval using Bayes point machines. IEEE Trans. Circuits and Systems for Video Technology, 13(1):26-38, 2003.
    • (2003) IEEE Trans. Circuits and Systems for Video Technology , vol.13 , Issue.1 , pp. 26-38
    • Chang, E.Y.1    Goh, K.2    Sychay, G.3    Wu, G.4
  • 7
    • 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.-T. Zheng. NUS-WIDE: a real-world web image database from National University of Singapore. In Proc. ACM CIVR, 2009.
    • (2009) Proc. ACM CIVR
    • Chua, T.-S.1    Tang, J.2    Hong, R.3    Li, H.4    Luo, Z.5    Zheng, Y.-T.6
  • 11
    • 84937572644 scopus 로고    scopus 로고
    • Object recognition as machine translation: Learning a lexicon for a fixed image vocabulary
    • P. Duygulu, K. Barnard, N. de Freitas, and D. Forsyth. Object recognition as machine translation: Learning a lexicon for a fixed image vocabulary. In Proc. ECCV, pages 97-112, 2002.
    • (2002) Proc. ECCV , pp. 97-112
    • Duygulu, P.1    Barnard, K.2    De Freitas, N.3    Forsyth, D.4
  • 12
    • 5044225521 scopus 로고    scopus 로고
    • Multiple bernoulli relevance models for image and video annotation
    • S. Feng, R. Manmatha, and V. Lavrenko. Multiple bernoulli relevance models for image and video annotation. In Proc. IEEE CVPR, Volume 2, pages 1002-1009, 2004.
    • (2004) Proc. IEEE CVPR , vol.2 , pp. 1002-1009
    • Feng, S.1    Manmatha, R.2    Lavrenko, V.3
  • 13
    • 77953202699 scopus 로고    scopus 로고
    • Tagprop: Discriminative metric learning in nearest neighbor models for image auto-annotation
    • M. Guillaumin, T. Mensink, J. Verbeek, and C. Schmid. Tagprop: Discriminative metric learning in nearest neighbor models for image auto-annotation. In Proc. IEEE ICCV, pages 309-316, 2009.
    • (2009) Proc. IEEE ICCV , pp. 309-316
    • Guillaumin, M.1    Mensink, T.2    Verbeek, J.3    Schmid, C.4
  • 15
    • 10044285992 scopus 로고    scopus 로고
    • Canonical correlation analysis; an overview with application to learning methods
    • D. R. Hardoon, S. Szedmak, and J. Shawe-Taylor. Canonical correlation analysis; an overview with application to learning methods. Neural Computation, 16(12):2639-2664, 2004.
    • (2004) Neural Computation , vol.16 , Issue.12 , pp. 2639-2664
    • Hardoon, D.R.1    Szedmak, S.2    Shawe-Taylor, J.3
  • 16
    • 0000107975 scopus 로고
    • Relations between two sets of variates
    • H. Hotelling. Relations between two sets of variates. Biometrika, 28(3/4):321-377, 1936.
    • (1936) Biometrika , vol.28 , Issue.3-4 , pp. 321-377
    • Hotelling, H.1
  • 17
    • 77953184849 scopus 로고    scopus 로고
    • Kernelized locality-sensitive hashing for scalable image search
    • B. Kulis and K. Grauman. Kernelized locality-sensitive hashing for scalable image search. In Proc. IEEE ICCV, pages 2130-2137, 2009.
    • (2009) Proc. IEEE ICCV , pp. 2130-2137
    • Kulis, B.1    Grauman, K.2
  • 20
    • 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.
    • (2003) Proc. NIPS
    • Lavrenko, V.1    Manmatha, R.2    Jeon, J.3
  • 21
    • 53549116749 scopus 로고    scopus 로고
    • Image annotation via graph learning
    • J. Liu, M. Li, Q. Liu, H. Lu, and S. Ma. Image annotation via graph learning. Pattern Recognition, 42(2):218-228, 2009.
    • (2009) Pattern Recognition , vol.42 , Issue.2 , pp. 218-228
    • Liu, J.1    Li, M.2    Liu, Q.3    Lu, H.4    Ma, S.5
  • 22
    • 34547472538 scopus 로고    scopus 로고
    • An adaptive graph model for automatic image annotation
    • J. Liu, M. Li, W.-Y. Ma, Q. Liu, and H. Lu. An adaptive graph model for automatic image annotation. In Proc. ACM MIR, pages 61-70, 2006.
    • (2006) Proc. ACM MIR , pp. 61-70
    • Liu, J.1    Li, M.2    Ma, W.-Y.3    Liu, Q.4    Lu, H.5
  • 23
    • 0033284915 scopus 로고    scopus 로고
    • Object recognition from local scale-invariant features
    • D. G. Lowe. Object recognition from local scale-invariant features. In Proc. IEEE ICCV, pages 1150-1157, 1999.
    • (1999) Proc. IEEE ICCV , pp. 1150-1157
    • Lowe, D.G.1
  • 24
    • 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, pages 316-329, 2008.
    • (2008) Proc. ECCV , pp. 316-329
    • Makadia, A.1    Pavlovic, V.2    Kumar, S.3
  • 25
    • 13444280001 scopus 로고    scopus 로고
    • PLSA-based image auto-annotation: Constraining the latent space
    • F. Monay and D. Gatica-Perez. PLSA-based image auto-annotation: constraining the latent space. In Proc. ACM Multimedia, 2004.
    • (2004) Proc. ACM Multimedia
    • Monay, F.1    Gatica-Perez, D.2
  • 27
    • 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. International Journal of Computer Vision, 42(3):145-175, 2001.
    • (2001) International Journal of Computer Vision , vol.42 , Issue.3 , pp. 145-175
    • Oliva, A.1    Torralba, A.2
  • 28
    • 0347243182 scopus 로고    scopus 로고
    • Nonlinear component analysis as a kernel eigenvalue problem
    • B. Schölkopf, A. Smola, and K.-R. Müller. Nonlinear component analysis as a kernel eigenvalue problem. Neural Computation, 10(5):1299-1319, 1998.
    • (1998) Neural Computation , vol.10 , Issue.5 , pp. 1299-1319
    • Schölkopf, B.1    Smola, A.2    Müller, K.-R.3
  • 30
    • 0345414554 scopus 로고    scopus 로고
    • Fast pose estimation with parameter sensitive hashing
    • G. Shakhnarovich, P. Viola, and T. Darrell. Fast pose estimation with parameter sensitive hashing. In Proc. IEEE ICCV, pages 750-757, 2003.
    • (2003) Proc. IEEE ICCV , pp. 750-757
    • Shakhnarovich, G.1    Viola, P.2    Darrell, T.3
  • 31
    • 54749092170 scopus 로고    scopus 로고
    • 80 million tiny images: A large dataset for non-parametric object and scene recognition
    • A. Torralba, R. Fergus, and W. T. Freeman. 80 million tiny images: A large dataset for non-parametric object and scene recognition. IEEE Trans. Pattern Analysis and Machine Intelligence, 30(11):1958-1970, 2008.
    • (2008) IEEE Trans. Pattern Analysis and Machine Intelligence , vol.30 , Issue.11 , pp. 1958-1970
    • Torralba, A.1    Fergus, R.2    Freeman, W.T.3
  • 32
    • 51949119257 scopus 로고    scopus 로고
    • Small codes and large image databases for recognition
    • A. Torralba, R. Fergus, and Y. Weiss. Small codes and large image databases for recognition. In Proc. IEEE CVPR, 2008.
    • (2008) Proc. IEEE CVPR
    • Torralba, A.1    Fergus, R.2    Weiss, Y.3
  • 33
    • 33745820006 scopus 로고    scopus 로고
    • Coloring local feature extraction
    • J. van de Weijer and C. Schmid. Coloring local feature extraction. In Proc. ECCV, pages 334-348, 2006.
    • (2006) Proc. ECCV , pp. 334-348
    • Van De Weijer, J.1    Schmid, C.2
  • 35
    • 0000781020 scopus 로고
    • Partial least squares
    • S. Kotz and N. Johnson, editors John Wiley & Sons
    • H. Wold. Partial least squares. In S. Kotz and N. Johnson, editors, Encyclopedia of Statistical Sciences, Volume 6, pages 581-591. John Wiley & Sons, 1985.
    • (1985) Encyclopedia of Statistical Sciences , vol.6 , pp. 581-591
    • Wold, H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.