메뉴 건너뛰기




Volumn , Issue , 2008, Pages 249-258

Language modeling for bag-of-visual words image categorization

Author keywords

Bag of visual words; Image categorization; Language modeling; pLSA; Support Vector Machines

Indexed keywords

COMPUTATIONAL LINGUISTICS; GEARS; IMAGE ANALYSIS; IMAGE CLASSIFICATION; IMAGING SYSTEMS; INFORMATION THEORY; LINGUISTICS; MULTILAYER NEURAL NETWORKS; SUPPORT VECTOR MACHINES;

EID: 57549112595     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1386352.1386388     Document Type: Conference Paper
Times cited : (109)

References (31)
  • 4
    • 5044237466 scopus 로고    scopus 로고
    • G. Carneiro and A. Jepson. Flexible spatial models for grouping local image features. Proceedings of CVPR, 2:II-747-II-754 2, 27 Jun-2 Jul 2004.
    • G. Carneiro and A. Jepson. Flexible spatial models for grouping local image features. Proceedings of CVPR, 2:II-747-II-754 Vol. 2, 27 Jun-2 Jul 2004.
  • 6
    • 0003396042 scopus 로고    scopus 로고
    • An empirical study of smoothing techniques for language modeling
    • Technical report, Cambridge, MA, August
    • S. F. Chen and J. Goodman. An empirical study of smoothing techniques for language modeling. Technical report, Cambridge, MA, August 1998.
    • (1998)
    • Chen, S.F.1    Goodman, J.2
  • 7
    • 85118743743 scopus 로고    scopus 로고
    • Statistical language modeling using the CMU-Cambridge toolkit
    • Rhodes, Greece
    • P. Clarkson and R. Rosenfeld. Statistical language modeling using the CMU-Cambridge toolkit. In Proceedings of the Eurospeech Conference, pages 2707-2710, Rhodes, Greece, 1997.
    • (1997) Proceedings of the Eurospeech Conference , pp. 2707-2710
    • Clarkson, P.1    Rosenfeld, R.2
  • 9
    • 84932617705 scopus 로고    scopus 로고
    • Learning generative visual models from few training examples: An incremental bayesian approach tested on 101 object categories
    • Jun-Jul
    • 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 Proceedings of CVPR: Workshop on Generative-Model Based Vision, Jun-Jul 2004.
    • (2004) Proceedings of CVPR: Workshop on Generative-Model Based Vision
    • Fei-Fei, L.1    Fergus, R.2    Perona, P.3
  • 11
    • 34948822293 scopus 로고    scopus 로고
    • Scene classification using bag-of-regions representations
    • D. Gokalp and S. Aksoy. Scene classification using bag-of-regions representations. In Proceedings of CVPR, pages 1-8, 2007.
    • (2007) Proceedings of CVPR , pp. 1-8
    • Gokalp, D.1    Aksoy, S.2
  • 12
    • 0034818212 scopus 로고    scopus 로고
    • Unsupervised learning by probabilistic latent semantic analysis
    • T. Hofmann. Unsupervised learning by probabilistic latent semantic analysis. Journal of Machine Learning, 42(1-2):177-196, 2001.
    • (2001) Journal of Machine Learning , vol.42 , Issue.1-2 , pp. 177-196
    • Hofmann, T.1
  • 20
    • 34948911156 scopus 로고    scopus 로고
    • Randomized clustering forests for building fast and discriminative visual vocabularies
    • Nov
    • F. Moosmann, B. Triggs, and F. Jurie. Randomized clustering forests for building fast and discriminative visual vocabularies. In Neural Information Processing Systems, Nov 2006.
    • (2006) Neural Information Processing Systems
    • Moosmann, F.1    Triggs, B.2    Jurie, F.3
  • 21
    • 33845592987 scopus 로고    scopus 로고
    • Scalable recognition with a vocabulary tree
    • Washington, DC, USA, IEEE Computer Society
    • D. Nister and H. Stewenius. Scalable recognition with a vocabulary tree. In Proceedings of CVPR, pages 2161-2168, Washington, DC, USA, 2006. IEEE Computer Society.
    • (2006) Proceedings of CVPR , pp. 2161-2168
    • Nister, D.1    Stewenius, H.2
  • 25
    • 0345414182 scopus 로고    scopus 로고
    • Video Google: A text retrieval approach to object matching in videos
    • Nice, France, oct
    • J. Sivic and A. Zisserman. Video Google: A text retrieval approach to object matching in videos. In Proceedings of ICCV, volume 2, pages 1470-1477, Nice, France, oct 2003.
    • (2003) Proceedings of ICCV , vol.2 , pp. 1470-1477
    • Sivic, J.1    Zisserman, A.2
  • 28
    • 34948876367 scopus 로고    scopus 로고
    • Discovery of collocation patterns: From visual words to visual phrases
    • Jun
    • J. Yuan, Y. Wu, and M. Yang. Discovery of collocation patterns: from visual words to visual phrases. In Proceedings of CVPR, pages 1-8, Jun 2007.
    • (2007) Proceedings of CVPR , pp. 1-8
    • Yuan, J.1    Wu, Y.2    Yang, M.3
  • 30
    • 34547174137 scopus 로고    scopus 로고
    • Effective and efficient object-based image retrieval using visual phrases
    • New York, USA, ACM
    • Q.-F. Zheng, W.-Q. Wang, and W. Gao. Effective and efficient object-based image retrieval using visual phrases. In Proceedings of ACM Multimedia, pages 77-80, New York, USA, 2006. ACM.
    • (2006) Proceedings of ACM Multimedia , pp. 77-80
    • Zheng, Q.-F.1    Wang, W.-Q.2    Gao, W.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.