Prof. CHAN Antoni Bert

Research Output

  1. 2013
  2. Published

    Surveillance of Crowded Environments: Modeling the Crowd by its Global Properties

    CHAN, A. B. & Vasconcelos, N., 2013, Modeling, Simulation and Visual Analysis of Crowds: A Multidisciplinary Perspective. Ali, S., Nishino, K., Manocha, D. & Shah, M. (eds.). New York, NY: Springer New York, p. 295-324 12. (The International Series in Video Computing; vol. 11).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 12 - Chapter in an edited book (Author)

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  3. 2012
  4. Published

    Automatic stylistic manga layout

    Cao, Y., Chan, A. B. & Lau, R. W. H., Nov 2012, In: ACM Transactions on Graphics. 31, 6, 141.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 64
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  5. Published

    Multivariate autoregressive mixture models for music auto-tagging

    Coviello, E., Vaizman, Y., Chan, A. B. & Lanckriet, G. R. G., Oct 2012, Proceedings of the 13th International Society for Music Information Retrieval Conference: ISMIR 2012 PORTO. Gouyon, F., Herrera, P., Martins, L. & Müller, M. (eds.). International Society for Music Information Retrieval , p. 547-552

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 7
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  6. Published

    Counting people with low-level features and bayesian regression

    Chan, A. B. & Vasconcelos, N., Apr 2012, In: IEEE Transactions on Image Processing. 21, 4, p. 2160-2177 6054049.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 352
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  7. Published

    Adaptive figure-ground classification

    Chen, Y., Chan, A. B. & Wang, G., 2012, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 654-661 6247733

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 17
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  8. Published

    Growing a bag of systems tree for fast and accurate classification

    Coviello, E., Mumtaz, A., Chan, A. B. & Lanckriet, G. R. G., 2012, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 1979-1986 6247900

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 14
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  9. Published

    The variational hierarchical EM algorithm for clustering hidden Markov models

    Coviello, E., Chan, A. B. & Lanckriet, G. R. G., 2012, Advances in Neural Information Processing Systems. Vol. 1. p. 404-412

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 20
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  10. 2011
  11. Generalized Stauffer-Grimson background subtraction for dynamic scenes

    Chan, A. B., Mahadevan, V. & Vasconcelos, N., Sept 2011, In: Machine Vision and Applications. 22, 5, p. 751-766

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 62
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  12. Published

    Generalized gaussian process models

    Chan, A. B. & Dong, D., 2011, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 2681-2688 5995688

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 17
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  13. Published

    Genre classification and the invariance of MFCC features to key and tempo

    Li, T. L. H. & Chan, A. B., 2011, Advances in Multimedia Modeling: 17th International Multimedia Modeling Conference, MMM 2011, Proceedings. PART 1 ed. Springer Verlag, Vol. 6523 LNCS. p. 317-327 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6523 LNCS).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 34
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  14. Published

    Time series models for semantic music annotation

    Coviello, E., Chan, A. B. & Lanckriet, G., 2011, In: IEEE Transactions on Audio, Speech and Language Processing. 19, 5, p. 1343-1359 5613150.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 45
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  15. 2010
  16. Published

    Automatic Music Tagging with Time Series Models

    Coviello, E., Barrington, L., Chan, A. B. & Lanckriet, G. R. G., Aug 2010, Proceedings of the 11th International Society for Music Information Retrieval Conference: ISMIR 2010. Downie, J. S. & Veltkamp, R. C. (eds.). International Society for Music Information Retrieval , p. 81-86

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 8
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  17. Modeling music as a dynamic texture

    Barrington, L., Chan, A. B. & Lanckriet, G., Mar 2010, In: IEEE Transactions on Audio, Speech and Language Processing. 18, 3, p. 602-612

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 49
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  18. Published

    Automatic musical pattern feature extraction using convolutional neural network

    Li, T. L. H., Chan, A. B. & Chun, A. H. W., 2010, Proceedings of the International MultiConference of Engineers and Computer Scientists 2010, IMECS 2010. p. 546-550

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 72
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  19. Published

    Clustering dynamic textures with the hierarchical EM algorithm

    Chan, A. B., Coviello, E. & Lanckriet, G. R. G., 2010, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Institute of Electrical and Electronics Engineers, Inc., p. 2022-2029

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 28
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  20. 2009
  21. Layered Dynamic Textures

    Chan, A. B. & Vasconcelos, N., Oct 2009, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 31, 10, p. 1862-1879

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 66
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  22. Published

    Bayesian poisson regression for crowd counting

    Chan, A. B. & Vasconcelos, N., Sept 2009, Proceedings of the IEEE 12th International Conference on Computer Vision. Institute of Electrical and Electronics Engineers, Inc., p. 545-551 5459191

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 419
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  23. Analysis of Crowded Scenes using Holistic Properties

    CHAN, A. B., Morrow, M. & Vasconcelos, N., Jun 2009.

    Research output: Conference PapersRGC 32 - Refereed conference paper (without host publication)peer-review

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  24. Dynamic texture models of music

    Barrington, L., Chan, A. B. & Lanckriet, G., 2009, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. p. 1589-1592

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 7
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  25. Variational layered dynamic textures

    Chan, A. B. & Vasconcelos, N., 2009, 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2009. p. 1062-1069 5206556

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 24
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