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        AUTHOR = "Jiang, F. and Wu, Y. and Katsaggelos, A.K.",
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@article{bb166131,
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@inproceedings{bb166159,
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@article{bb166160,
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Extremely Crowded Scenes",
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@inproceedings{bb166161,
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        TITLE = "Tracking with local spatio-temporal motion patterns in extremely
crowded scenes",
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        YEAR = "2010",
        PAGES = "693-700",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT161782"}

@inproceedings{bb166162,
        AUTHOR = "Kratz, L. and Nishino, K.",
        TITLE = "Anomaly detection in extremely crowded scenes using spatio-temporal
motion pattern models",
        BOOKTITLE = CVPR09,
        YEAR = "2009",
        PAGES = "1446-1453",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT161783"}

@inproceedings{bb166163,
        AUTHOR = "Kratz, L. and Nishino, K.",
        TITLE = "Spatio-temporal motion pattern modeling of extremely crowded scenes",
        BOOKTITLE = MLMotion08,
        YEAR = "2008",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT161784"}

@article{bb166164,
        AUTHOR = "Wang, B. and Ye, M. and Li, X. and Zhao, F.J. and Ding, J.",
        TITLE = "Abnormal crowd behavior detection using high-frequency and
spatio-temporal features",
        JOURNAL = MVA,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT161785"}

@article{bb166165,
        AUTHOR = "Riche, N. and Mancas, M. and Duvinage, M. and Mibulumukini, M. and Gosselin, B. and Dutoit, T.",
        TITLE = "RARE2012: A multi-scale rarity-based saliency detection with its
comparative statistical analysis",
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        PAGES = "642-658",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT161786"}

@inproceedings{bb166166,
        AUTHOR = "Riche, N. and Mancas, M. and Gosselin, B. and Dutoit, T.",
        TITLE = "Rare: A new bottom-up saliency model",
        BOOKTITLE = ICIP12,
        YEAR = "2012",
        PAGES = "641-644",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT161787"}

@inproceedings{bb166167,
        AUTHOR = "Riche, N. and Mancas, M. and Gosselin, B. and Dutoit, T.",
        TITLE = "3D Saliency for Abnormal Motion Selection: The Role of the Depth Map",
        BOOKTITLE = CVS11,
        YEAR = "2011",
        PAGES = "143-152",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT161788"}

@inproceedings{bb166168,
        AUTHOR = "Mancas, M. and Riche, N. and Leroy, J. and Gosselin, B.",
        TITLE = "Abnormal motion selection in crowds using bottom-up saliency",
        BOOKTITLE = ICIP11,
        YEAR = "2011",
        PAGES = "229-232",
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@inproceedings{bb166169,
        AUTHOR = "Mibulumukini, M. and Riche, N. and Mancas, M. and Gosselin, B. and Dutoit, T.",
        TITLE = "Biologically plausible context recognition algorithms",
        BOOKTITLE = ICIP13,
        YEAR = "2013",
        PAGES = "2612-2616",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT161790"}

@article{bb166170,
        AUTHOR = "Cong, Y. and Yuan, J.S. and Liu, J.",
        TITLE = "Abnormal Event Detection in Crowded Scenes Using Sparse Representation",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "7",
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        PAGES = "1851-1864",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT161791"}

@inproceedings{bb166171,
        AUTHOR = "Cong, Y. and Yuan, J.S. and Liu, J.",
        TITLE = "Sparse reconstruction cost for abnormal event detection",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
        PAGES = "3449-3456",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT161792"}

@article{bb166172,
        AUTHOR = "Zhu, X.B. and Liu, J. and Wang, J.Q. and Li, C.S. and Lu, H.Q.",
        TITLE = "Sparse Representation for Robust Abnormality Detection in Crowded
Scenes",
        JOURNAL = PR,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT161793"}

@article{bb166173,
        AUTHOR = "Chen, D.Y. and Huang, P.C.",
        TITLE = "Motion-based unusual event detection in human crowds",
        JOURNAL = JVCIR,
        VOLUME = "22",
        YEAR = "2011",
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        PAGES = "178-186",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT161794"}

@article{bb166174,
        AUTHOR = "Moore, B.E. and Ali, S. and Mehran, R. and Shah, M.",
        TITLE = "Visual Crowd Surveillance Through a Hydrodynamics Lens",
        JOURNAL = CACM,
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        MONTH = "December",
        PAGES = "64-73",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT161795"}

@inproceedings{bb166175,
        AUTHOR = "Mehran, R. and Moore, B.E. and Shah, M.",
        TITLE = "A Streakline Representation of Flow in Crowded Scenes",
        BOOKTITLE = ECCV10,
        YEAR = "2010",
        PAGES = "III: 439-452",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT161796"}

@inproceedings{bb166176,
        AUTHOR = "Mehran, R. and Oyama, A. and Shah, M.",
        TITLE = "Abnormal crowd behavior detection using social force model",
        BOOKTITLE = CVPR09,
        YEAR = "2009",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT161797"}

@article{bb166177,
        AUTHOR = "Sharif, M.H. and Djeraba, C.",
        TITLE = "An entropy approach for abnormal activities detection in video streams",
        JOURNAL = PR,
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@inproceedings{bb166178,
        AUTHOR = "Sharif, M.H. and Djeraba, C.",
        TITLE = "PedVed: Pseudo Euclidian Distances for Video Events Detection",
        BOOKTITLE = ISVC09,
        YEAR = "2009",
        PAGES = "II: 674-685",
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@inproceedings{bb166179,
        AUTHOR = "Sharif, M.H. and Djeraba, C.",
        TITLE = "A Simple Method for Eccentric Event Espial Using Mahalanobis Metric",
        BOOKTITLE = CIARP09,
        YEAR = "2009",
        PAGES = "417-424",
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@inproceedings{bb166180,
        AUTHOR = "Sharif, M.H. and Ihaddadene, N. and Djeraba, C.",
        TITLE = "Covariance Matrices for Crowd Behaviour Monitoring on the Escalator
Exits",
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        TITLE = "Laplacian Eigenmap With Temporal Constraints for Local Abnormality
Detection in Crowded Scenes",
        JOURNAL = Cyber,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT161802"}

@inproceedings{bb166182,
        AUTHOR = "Thida, M. and Eng, H.L. and Dorothy, M. and Remagnino, P.",
        TITLE = "Learning Video Manifold for Segmenting Crowd Events and Abnormality
Detection",
        BOOKTITLE = ACCV10,
        YEAR = "2010",
        PAGES = "I: 439-449",
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@article{bb166183,
        AUTHOR = "Li, W.X. and Mahadevan, V. and Vasconcelos, N.M.",
        TITLE = "Anomaly Detection and Localization in Crowded Scenes",
        JOURNAL = PAMI,
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        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT161804"}

@inproceedings{bb166184,
        AUTHOR = "Mahadevan, V. and Li, W.X. and Bhalodia, V. and Vasconcelos, N.M.",
        TITLE = "Anomaly detection in crowded scenes",
        BOOKTITLE = CVPR10,
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@article{bb166185,
        AUTHOR = "Leach, M.J.V. and Sparks, E.P. and Robertson, N.M.",
        TITLE = "Contextual anomaly detection in crowded surveillance scenes",
        JOURNAL = PRL,
        VOLUME = "44",
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        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT161806"}

@article{bb166186,
        AUTHOR = "Cho, S.H. and Kang, H.B.",
        TITLE = "Abnormal behavior detection using hybrid agents in crowded scenes",
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        NUMBER = "1",
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@inproceedings{bb166187,
        AUTHOR = "Cho, S.H. and Kang, H.B.",
        TITLE = "Integrated multiple behavior models for abnormal crowd behavior
detection",
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        YEAR = "2012",
        PAGES = "113-116",
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@article{bb166188,
        AUTHOR = "Xu, J.X. and Denman, S. and Reddy, V. and Fookes, C. and Sridharan, S.",
        TITLE = "Real-time video event detection in crowded scenes using MPEG derived
features: A multiple instance learning approach",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT161809"}

@inproceedings{bb166189,
        AUTHOR = "Nallaivarothayan, H. and Fookes, C. and Denman, S. and Sridharan, S.",
        TITLE = "An MRF based abnormal event detection approach using motion and
appearance features",
        BOOKTITLE = AVSS14,
        YEAR = "2014",
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@article{bb166190,
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Interaction for Abnormal Crowd Detection",
        JOURNAL = CirSysVideo,
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        YEAR = "2015",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1231-1245",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT161811"}

@inproceedings{bb166191,
        AUTHOR = "Zhang, Y.H. and Qin, L. and Yao, H.X. and Huang, Q.M.",
        TITLE = "Abnormal crowd behavior detection based on social attribute-aware force
model",
        BOOKTITLE = ICIP12,
        YEAR = "2012",
        PAGES = "2689-2692",
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@article{bb166192,
        AUTHOR = "Nam, Y.Y. and Hong, S.J.",
        TITLE = "Real-time abnormal situation detection based on particle advection in
crowded scenes",
        JOURNAL = RealTimeIP,
        VOLUME = "10",
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@article{bb166193,
        AUTHOR = "Xu, J. and Denman, S. and Sridharan, S. and Fookes, C.",
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Real-World Indoor Surveillance Scenes",
        JOURNAL = CirSysVideo,
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@inproceedings{bb166194,
        AUTHOR = "Abbasnejad, I. and Sridharan, S. and Denman, S. and Fookes, C. and Lucey, S.",
        TITLE = "Complex Event Detection Using Joint Max Margin and Semantic Features",
        BOOKTITLE = DICTA16,
        YEAR = "2016",
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@inproceedings{bb166195,
        AUTHOR = "Abbasnejad, I. and Sridharan, S. and Denman, S. and Fookes, C. and Lucey, S.",
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        YEAR = "2015",
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@inproceedings{bb166196,
        AUTHOR = "Umakanthan, S. and Denman, S. and Fookes, C. and Sridharan, S.",
        TITLE = "Supervised Latent Dirichlet Allocation Models for Efficient Activity
Representation",
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        YEAR = "2014",
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@inproceedings{bb166197,
        AUTHOR = "Umakanthan, S. and Denman, S. and Fookes, C. and Sridharan, S.",
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        BOOKTITLE = ICPR14,
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@inproceedings{bb166198,
        AUTHOR = "Umakanthan, S. and Denman, S. and Fookes, C. and Sridharan, S.",
        TITLE = "Semi-Binary Based Video Features for Activity Representation",
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        YEAR = "2013",
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@inproceedings{bb166199,
        AUTHOR = "Xu, J.X. and Denman, S. and Fookes, C. and Sridharan, S.",
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Representation",
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