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@article{bb176231,
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@article{bb176232,
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        TITLE = "Leveraging Graph and Deep Learning Uncertainties to Detect Anomalous
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        PAGES = "200-212",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abt2.html#TT171763"}

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        TITLE = "Identifying and correcting the errors of vehicle trajectories from
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        TITLE = "Clustering-Based Abnormal Event Detection:
Experimental Comparison for Similarity Measures' Efficiency",
        BOOKTITLE = ICIAR16,
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        PAGES = "367-374",
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@inproceedings{bb176256,
        AUTHOR = "Xu, H.T. and Zhou, Y. and Lin, W.Y. and Zha, H.Y.",
        TITLE = "Unsupervised Trajectory Clustering via Adaptive Multi-kernel-Based
Shrinkage",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "4328-4336",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abt2.html#TT171785"}

@inproceedings{bb176257,
        AUTHOR = "Iscen, A. and Armagan, A. and Duygulu, P.",
        TITLE = "What Is Usual in Unusual Videos?
Trajectory Snippet Histograms for Discovering Unusualness",
        BOOKTITLE = WebScale14,
        YEAR = "2014",
        PAGES = "808-813",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abt2.html#TT171786"}

@inproceedings{bb176258,
        AUTHOR = "Jeong, H. and Chang, H.J. and Choi, J.Y.",
        TITLE = "Modeling of moving object trajectory by spatio-temporal learning for
abnormal behavior detection",
        BOOKTITLE = AVSBS11,
        YEAR = "2011",
        PAGES = "119-123",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abt2.html#TT171787"}

@inproceedings{bb176259,
        AUTHOR = "Li, C. and Han, Z.J. and Ye, Q.X. and Jiao, J.B.",
        TITLE = "Abnormal Behavior Detection via Sparse Reconstruction Analysis of
Trajectory",
        BOOKTITLE = ICIG11,
        YEAR = "2011",
        PAGES = "807-810",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abt2.html#TT171788"}

@inproceedings{bb176260,
        AUTHOR = "Espinosa Isidron, D.L. and Garcia Reyes, E.B.",
        TITLE = "A New Dissimilarity Measure for Trajectories with Applications in
Anomaly Detection",
        BOOKTITLE = CIARP10,
        YEAR = "2010",
        PAGES = "193-201",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abt2.html#TT171789"}

@inproceedings{bb176261,
        AUTHOR = "Sillito, R.R. and Fisher, R.B.",
        TITLE = "Parametric Trajectory Representations for Behaviour Classification",
        BOOKTITLE = BMVC09,
        YEAR = "2009",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abt2.html#TT171790"}

@inproceedings{bb176262,
        AUTHOR = "Sillito, R.R. and Fisher, R.B.",
        TITLE = "Semi-supervised Learning for Anomalous Trajectory Detection",
        BOOKTITLE = BMVC08,
        YEAR = "2008",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abt2.html#TT171791"}

@article{bb176263,
        AUTHOR = "Yuan, J.S. and Liu, Z.C. and Wu, Y.",
        TITLE = "Discriminative Video Pattern Search for Efficient Action Detection",
        JOURNAL = PAMI,
        VOLUME = "33",
        YEAR = "2011",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1728-1743",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT171793"}

@inproceedings{bb176264,
        AUTHOR = "Yuan, J.S. and Liu, Z.C. and Wu, Y.",
        TITLE = "Discriminative subvolume search for efficient action detection",
        BOOKTITLE = CVPR09,
        YEAR = "2009",
        PAGES = "2442-2449",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT171794"}

@article{bb176265,
        AUTHOR = "Kratz, L. and Nishino, K.",
        TITLE = "Tracking Pedestrians Using Local Spatio-Temporal Motion Patterns in
Extremely Crowded Scenes",
        JOURNAL = PAMI,
        VOLUME = "34",
        YEAR = "2012",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "987-1002",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT171795"}

@inproceedings{bb176266,
        AUTHOR = "Kratz, L. and Nishino, K.",
        TITLE = "Tracking with local spatio-temporal motion patterns in extremely
crowded scenes",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "693-700",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT171796"}

@inproceedings{bb176267,
        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#TT171797"}

@inproceedings{bb176268,
        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#TT171798"}

@article{bb176269,
        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,
        VOLUME = "23",
        YEAR = "2012",
        NUMBER = "3",
        MONTH = "May",
        PAGES = "501-511",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT171799"}

@article{bb176270,
        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",
        JOURNAL = SP:IC,
        VOLUME = "28",
        YEAR = "2013",
        NUMBER = "6",
        MONTH = "July",
        PAGES = "642-658",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT171800"}

@inproceedings{bb176271,
        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#TT171801"}

@inproceedings{bb176272,
        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#TT171802"}

@inproceedings{bb176273,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT171803"}

@inproceedings{bb176274,
        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#TT171804"}

@article{bb176275,
        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",
        MONTH = "July",
        PAGES = "1851-1864",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT171805"}

@inproceedings{bb176276,
        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#TT171806"}

@article{bb176277,
        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,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "5",
        PAGES = "1791-1799",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT171807"}

@article{bb176278,
        AUTHOR = "Chen, D.Y. and Huang, P.C.",
        TITLE = "Motion-based unusual event detection in human crowds",
        JOURNAL = JVCIR,
        VOLUME = "22",
        YEAR = "2011",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "178-186",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT171808"}

@article{bb176279,
        AUTHOR = "Moore, B.E. and Ali, S. and Mehran, R. and Shah, M.",
        TITLE = "Visual Crowd Surveillance Through a Hydrodynamics Lens",
        JOURNAL = CACM,
        VOLUME = "54",
        YEAR = "2011",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "64-73",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT171809"}

@inproceedings{bb176280,
        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#TT171810"}

@inproceedings{bb176281,
        AUTHOR = "Mehran, R. and Oyama, A. and Shah, M.",
        TITLE = "Abnormal crowd behavior detection using social force model",
        BOOKTITLE = CVPR09,
        YEAR = "2009",
        PAGES = "935-942",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT171811"}

@article{bb176282,
        AUTHOR = "Sharif, M.H. and Djeraba, C.",
        TITLE = "An entropy approach for abnormal activities detection in video streams",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "2543-2561",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT171812"}

@inproceedings{bb176283,
        AUTHOR = "Sharif, M.H. and Djeraba, C.",
        TITLE = "PedVed: Pseudo Euclidian Distances for Video Events Detection",
        BOOKTITLE = ISVC09,
        YEAR = "2009",
        PAGES = "II: 674-685",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT171813"}

@inproceedings{bb176284,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT171814"}

@inproceedings{bb176285,
        AUTHOR = "Sharif, M.H. and Ihaddadene, N. and Djeraba, C.",
        TITLE = "Covariance Matrices for Crowd Behaviour Monitoring on the Escalator
Exits",
        BOOKTITLE = ISVC08,
        YEAR = "2008",
        PAGES = "II: 470-481",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT171815"}

@article{bb176286,
        AUTHOR = "Thida, M. and Eng, H.L. and Remagnino, P.",
        TITLE = "Laplacian Eigenmap With Temporal Constraints for Local Abnormality
Detection in Crowded Scenes",
        JOURNAL = Cyber,
        VOLUME = "43",
        YEAR = "2013",
        NUMBER = "6",
        PAGES = "2147-2156",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT171816"}

@inproceedings{bb176287,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT171817"}

@article{bb176288,
        AUTHOR = "Li, W.X. and Mahadevan, V. and Vasconcelos, N.M.",
        TITLE = "Anomaly Detection and Localization in Crowded Scenes",
        JOURNAL = PAMI,
        VOLUME = "36",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "18-32",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT171818"}

@inproceedings{bb176289,
        AUTHOR = "Mahadevan, V. and Li, W.X. and Bhalodia, V. and Vasconcelos, N.M.",
        TITLE = "Anomaly detection in crowded scenes",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "1975-1981",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT171819"}

@article{bb176290,
        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",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "71-79",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT171820"}

@article{bb176291,
        AUTHOR = "Cho, S.H. and Kang, H.B.",
        TITLE = "Abnormal behavior detection using hybrid agents in crowded scenes",
        JOURNAL = PRL,
        VOLUME = "44",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "64-70",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT171821"}

@inproceedings{bb176292,
        AUTHOR = "Cho, S.H. and Kang, H.B.",
        TITLE = "Integrated multiple behavior models for abnormal crowd behavior
detection",
        BOOKTITLE = Southwest12,
        YEAR = "2012",
        PAGES = "113-116",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT171822"}

@article{bb176293,
        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",
        JOURNAL = PRL,
        VOLUME = "44",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "113-125",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT171823"}

@inproceedings{bb176294,
        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",
        PAGES = "343-348",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT171824"}

@article{bb176295,
        AUTHOR = "Zhang, Y.H. and Qin, L. and Ji, R. and Yao, H.X. and Huang, Q.M.",
        TITLE = "Social Attribute-Aware Force Model: Exploiting Richness of
Interaction for Abnormal Crowd Detection",
        JOURNAL = CirSysVideo,
        VOLUME = "25",
        YEAR = "2015",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1231-1245",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT171825"}

@inproceedings{bb176296,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT171826"}

@article{bb176297,
        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",
        YEAR = "2015",
        NUMBER = "4",
        MONTH = "December",
        PAGES = "771-784",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT171827"}

@article{bb176298,
        AUTHOR = "Xu, J. and Denman, S. and Sridharan, S. and Fookes, C.",
        TITLE = "An Efficient and Robust System for Multiperson Event Detection in
Real-World Indoor Surveillance Scenes",
        JOURNAL = CirSysVideo,
        VOLUME = "25",
        YEAR = "2015",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1063-1076",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT171828"}

@inproceedings{bb176299,
        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",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT171829"}

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