Prof. CHAN Antoni Bert
Research Output
- 2013
- 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 Works › RGC 12 - Chapter in an edited book (Author)
- 2012
- 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 Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 64 - 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. 547-552Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 7 - 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 Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 352 - 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 6247733Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 17 - 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 6247900Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 14 - 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. 404-412Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 20 - 2011
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. 751-766Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 62- 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 5995688Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 17 - 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 Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 34 - 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 Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 45 - 2010
- 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. 81-86Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 8 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. 602-612Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 49- 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. 546-550Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 72 - 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. 2022-2029Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 28 - 2009
Layered Dynamic Textures
Chan, A. B. & Vasconcelos, N., Oct 2009, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 31, 10, p. 1862-1879Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 66- 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 5459191Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 419 Analysis of Crowded Scenes using Holistic Properties
CHAN, A. B., Morrow, M. & Vasconcelos, N., Jun 2009.Research output: Conference Papers › RGC 32 - Refereed conference paper (without host publication) › peer-review
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. 1589-1592Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 7Variational 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 5206556Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 24