@inproceedings{bb203100,
        AUTHOR = "Maiorano, F. and Petrosino, A.",
        TITLE = "Granular trajectory based anomaly detection for surveillance",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "2066-2072",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abt2.html#TT198472"}

@inproceedings{bb203101,
        AUTHOR = "Ghrab, N.B. and Fendri, E. and Hammami, M.",
        TITLE = "Abnormal Events Detection Based on Trajectory Clustering",
        BOOKTITLE = CGiV16,
        YEAR = "2016",
        PAGES = "301-306",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abt2.html#TT198473"}

@inproceedings{bb203102,
        AUTHOR = "Ghrab, N.B. and Fendri, E. and Hammami, M.",
        TITLE = "Clustering-Based Abnormal Event Detection:
Experimental Comparison for Similarity Measures' Efficiency",
        BOOKTITLE = ICIAR16,
        YEAR = "2016",
        PAGES = "367-374",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abt2.html#TT198474"}

@inproceedings{bb203103,
        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#TT198475"}

@inproceedings{bb203104,
        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#TT198476"}

@inproceedings{bb203105,
        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#TT198477"}

@inproceedings{bb203106,
        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#TT198478"}

@inproceedings{bb203107,
        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#TT198479"}

@inproceedings{bb203108,
        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#TT198480"}

@inproceedings{bb203109,
        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#TT198481"}

@article{bb203110,
        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#TT198483"}

@inproceedings{bb203111,
        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#TT198484"}

@article{bb203112,
        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#TT198485"}

@inproceedings{bb203113,
        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#TT198486"}

@inproceedings{bb203114,
        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#TT198487"}

@inproceedings{bb203115,
        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#TT198488"}

@article{bb203116,
        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#TT198489"}

@article{bb203117,
        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#TT198490"}

@inproceedings{bb203118,
        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#TT198491"}

@inproceedings{bb203119,
        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#TT198492"}

@inproceedings{bb203120,
        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#TT198493"}

@inproceedings{bb203121,
        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#TT198494"}

@article{bb203122,
        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#TT198495"}

@inproceedings{bb203123,
        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#TT198496"}

@article{bb203124,
        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#TT198497"}

@article{bb203125,
        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#TT198498"}

@article{bb203126,
        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#TT198499"}

@inproceedings{bb203127,
        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#TT198500"}

@inproceedings{bb203128,
        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#TT198501"}

@article{bb203129,
        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#TT198502"}

@inproceedings{bb203130,
        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#TT198503"}

@inproceedings{bb203131,
        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#TT198504"}

@inproceedings{bb203132,
        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#TT198505"}

@article{bb203133,
        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#TT198506"}

@inproceedings{bb203134,
        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#TT198507"}

@article{bb203135,
        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#TT198508"}

@inproceedings{bb203136,
        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#TT198509"}

@article{bb203137,
        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#TT198510"}

@article{bb203138,
        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#TT198511"}

@inproceedings{bb203139,
        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#TT198512"}

@article{bb203140,
        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#TT198513"}

@inproceedings{bb203141,
        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#TT198514"}

@article{bb203142,
        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#TT198515"}

@inproceedings{bb203143,
        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#TT198516"}

@article{bb203144,
        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#TT198517"}

@article{bb203145,
        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#TT198518"}

@inproceedings{bb203146,
        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#TT198519"}

@inproceedings{bb203147,
        AUTHOR = "Abbasnejad, I. and Sridharan, S. and Denman, S. and Fookes, C. and Lucey, S.",
        TITLE = "Learning Temporal Alignment Uncertainty for Efficient Event Detection",
        BOOKTITLE = DICTA15,
        YEAR = "2015",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198520"}

@inproceedings{bb203148,
        AUTHOR = "Umakanthan, S. and Denman, S. and Fookes, C. and Sridharan, S.",
        TITLE = "Supervised Latent Dirichlet Allocation Models for Efficient Activity
Representation",
        BOOKTITLE = DICTA14,
        YEAR = "2014",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198521"}

@inproceedings{bb203149,
        AUTHOR = "Umakanthan, S. and Denman, S. and Fookes, C. and Sridharan, S.",
        TITLE = "Multiple Instance Dictionary Learning for Activity Representation",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "1377-1382",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198522"}

@inproceedings{bb203150,
        AUTHOR = "Umakanthan, S. and Denman, S. and Fookes, C. and Sridharan, S.",
        TITLE = "Semi-Binary Based Video Features for Activity Representation",
        BOOKTITLE = DICTA13,
        YEAR = "2013",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198523"}

@inproceedings{bb203151,
        AUTHOR = "Xu, J.X. and Denman, S. and Fookes, C. and Sridharan, S.",
        TITLE = "Unusual Scene Detection Using Distributed Behaviour Model and Sparse
Representation",
        BOOKTITLE = AVSS12,
        YEAR = "2012",
        PAGES = "48-53",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198524"}

@inproceedings{bb203152,
        AUTHOR = "Xu, J.X. and Denman, S. and Fookes, C. and Sridharan, S.",
        TITLE = "Unusual Event Detection in Crowded Scenes Using Bag of LBPs in
Spatio-Temporal Patches",
        BOOKTITLE = DICTA11,
        YEAR = "2011",
        PAGES = "549-554",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198525"}

@inproceedings{bb203153,
        AUTHOR = "Ryan, D. and Denman, S. and Fookes, C. and Sridharan, S.",
        TITLE = "Textures of optical flow for real-time anomaly detection in crowds",
        BOOKTITLE = AVSBS11,
        YEAR = "2011",
        PAGES = "230-235",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198526"}

@article{bb203154,
        AUTHOR = "Yuan, Y. and Fang, J. and Wang, Q.",
        TITLE = "Online Anomaly Detection in Crowd Scenes via Structure Analysis",
        JOURNAL = Cyber,
        VOLUME = "45",
        YEAR = "2015",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "562-575",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198527"}

@article{bb203155,
        AUTHOR = "Lee, D.G. and Suk, H.I. and Park, S.K. and Lee, S.W.",
        TITLE = "Motion Influence Map for Unusual Human Activity Detection and
Localization in Crowded Scenes",
        JOURNAL = CirSysVideo,
        VOLUME = "25",
        YEAR = "2015",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1612-1623",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198528"}

@inproceedings{bb203156,
        AUTHOR = "Lee, D.G. and Suk, H.I. and Lee, S.W.",
        TITLE = "Crowd Behavior Representation Using Motion Influence Matrix for
Anomaly Detection",
        BOOKTITLE = ACPR13,
        YEAR = "2013",
        PAGES = "110-114",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198529"}

@article{bb203157,
        AUTHOR = "Gunduz, A.E. and Ongun, C. and Temizel, T.T. and Temizel, A.",
        TITLE = "Density aware anomaly detection in crowded scenes",
        JOURNAL = IET-CV,
        VOLUME = "10",
        YEAR = "2016",
        NUMBER = "5",
        PAGES = "374-381",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198530"}

@inproceedings{bb203158,
        AUTHOR = "Gunduz, A.E. and Temizel, T.T. and Temizel, A.",
        TITLE = "Pedestrian zone anomaly detection by non-parametric temporal
modelling",
        BOOKTITLE = AVSS14,
        YEAR = "2014",
        PAGES = "131-135",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198531"}

@inproceedings{bb203159,
        AUTHOR = "Ongun, C. and Temizel, A. and Temizel, T.T.",
        TITLE = "Local anomaly detection in crowded scenes using Finite-Time Lyapunov
Exponent based clustering",
        BOOKTITLE = AVSS14,
        YEAR = "2014",
        PAGES = "331-336",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198532"}

@article{bb203160,
        AUTHOR = "Wang, J. and Xu, Z.J.",
        TITLE = "Spatio-temporal texture modelling for real-time crowd anomaly
detection",
        JOURNAL = CVIU,
        VOLUME = "144",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "177-187",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198533"}

@article{bb203161,
        AUTHOR = "Zhou, S.F. and Shen, W. and Zeng, D. and Fang, M. and Wei, Y.W. and Zhang, Z.J.",
        TITLE = "Spatial-temporal convolutional neural networks for anomaly detection
and localization in crowded scenes",
        JOURNAL = SP:IC,
        VOLUME = "47",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "358-368",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198534"}

@inproceedings{bb203162,
        AUTHOR = "Cheung, E. and Wong, T.K. and Bera, A. and Wang, X.G. and Manocha, D.",
        TITLE = "LCrowdV: Generating Labeled Videos for Simulation-Based Crowd Behavior
Learning",
        BOOKTITLE = Crowd16,
        YEAR = "2016",
        PAGES = "II: 709-727",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198535"}

@inproceedings{bb203163,
        AUTHOR = "Bera, A. and Manocha, D.",
        TITLE = "Realtime Anomaly Detection Using Trajectory-Level Crowd Behavior
Learning",
        BOOKTITLE = PETS16,
        YEAR = "2016",
        PAGES = "1289-1296",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198536"}

@inproceedings{bb203164,
        AUTHOR = "Bera, A. and Manocha, D.",
        TITLE = "Realtime Multilevel Crowd Tracking Using Reciprocal Velocity
Obstacles",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "4164-4169",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198537"}

@article{bb203165,
        AUTHOR = "Biswas, S. and Gupta, V.",
        TITLE = "Abnormality detection in crowd videos by tracking sparse components",
        JOURNAL = MVA,
        VOLUME = "28",
        YEAR = "2017",
        NUMBER = "1-2",
        MONTH = "February",
        PAGES = "35-48",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198538"}

@article{bb203166,
        AUTHOR = "Yuan, Y. and Feng, Y.C. and Lu, X.Q.",
        TITLE = "Structured dictionary learning for abnormal event detection in
crowded scenes",
        JOURNAL = PR,
        VOLUME = "73",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "99-110",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198539"}

@article{bb203167,
        AUTHOR = "Yuan, Y. and Feng, Y.C. and Lu, X.Q.",
        TITLE = "Statistical Hypothesis Detector for Abnormal Event Detection in
Crowded Scenes",
        JOURNAL = Cyber,
        VOLUME = "47",
        YEAR = "2017",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "3597-3608",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198540"}

@article{bb203168,
        AUTHOR = "Xu, M. and Li, C. and Lv, P. and Lin, N. and Hou, R. and Zhou, B.",
        TITLE = "An Efficient Method of Crowd Aggregation Computation in Public Areas",
        JOURNAL = CirSysVideo,
        VOLUME = "28",
        YEAR = "2018",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2814-2825",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198541"}

@article{bb203169,
        AUTHOR = "Ji, Q.G. and Chi, R. and Lu, Z.M.",
        TITLE = "Anomaly detection and localisation in the crowd scenes using a
block-based social force model",
        JOURNAL = IET-IPR,
        VOLUME = "12",
        YEAR = "2018",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "133-137",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198542"}

@article{bb203170,
        AUTHOR = "Amraee, S. and Vafaei, A. and Jamshidi, K. and Adibi, P.",
        TITLE = "Abnormal event detection in crowded scenes using one-class SVM",
        JOURNAL = SIViP,
        VOLUME = "12",
        YEAR = "2018",
        NUMBER = "6",
        MONTH = "September",
        PAGES = "1115-1123",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198543"}

@article{bb203171,
        AUTHOR = "Patil, N. and Biswas, P.K.",
        TITLE = "Global abnormal events detection in crowded scenes using context
location and motion-rich spatio-temporal volumes",
        JOURNAL = IET-IPR,
        VOLUME = "12",
        YEAR = "2018",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "596-604",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198544"}

@article{bb203172,
        AUTHOR = "Kaltsa, V. and Briassouli, A. and Kompatsiaris, I. and Strintzis, M.G.",
        TITLE = "Multiple Hierarchical Dirichlet Processes for anomaly detection in
traffic",
        JOURNAL = CVIU,
        VOLUME = "169",
        YEAR = "2018",
        PAGES = "28-39",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198545"}

@inproceedings{bb203173,
        AUTHOR = "Kaltsa, V. and Briassouli, A. and Kompatsiaris, I. and Strintzis, M.G.",
        TITLE = "Swarm-based motion features for anomaly detection in crowds",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "2353-2357",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198546"}

@article{bb203174,
        AUTHOR = "Chen, X.H. and Lai, J.H.",
        TITLE = "Detecting Abnormal Crowd Behaviors Based on the Div-Curl
Characteristics of Flow Fields",
        JOURNAL = PR,
        VOLUME = "88",
        YEAR = "2019",
        PAGES = "342-355",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198547"}

@article{bb203175,
        AUTHOR = "Afiq, A.A. and Zakariya, M.A. and Saad, M.N. and Nurfarzana, A.A. and Khir, M.H.M. and Fadzil, A.F. and Jale, A. and Gunawan, W. and Izuddin, Z.A.A. and Faizari, M.",
        TITLE = "A review on classifying abnormal behavior in crowd scene",
        JOURNAL = JVCIR,
        VOLUME = "58",
        YEAR = "2019",
        PAGES = "285-303",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198548"}

@article{bb203176,
        AUTHOR = "Xu, Y.P. and Lu, L. and Xu, Z.J. and He, J. and Zhou, J.L. and Zhang, C.L.",
        TITLE = "Dual-channel CNN for efficient abnormal behavior identification through
crowd feature engineering",
        JOURNAL = MVA,
        VOLUME = "30",
        YEAR = "2019",
        NUMBER = "5",
        MONTH = "July",
        PAGES = "945-958",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198549"}

@article{bb203177,
        AUTHOR = "Nayan, N. and Sahu, S.S. and Kumar, S.",
        TITLE = "Detecting anomalous crowd behavior using correlation analysis of
optical flow",
        JOURNAL = SIViP,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "6",
        MONTH = "September",
        PAGES = "1233-1241",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198550"}

@article{bb203178,
        AUTHOR = "Qasim, T. and Bhatti, N.",
        TITLE = "A hybrid swarm intelligence based approach for abnormal event
detection in crowded environments",
        JOURNAL = PRL,
        VOLUME = "128",
        YEAR = "2019",
        PAGES = "220-225",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198551"}

@article{bb203179,
        AUTHOR = "Bansod, S.D. and Nandedkar, A.V.",
        TITLE = "Crowd anomaly detection and localization using histogram of magnitude
and momentum",
        JOURNAL = VC,
        VOLUME = "36",
        YEAR = "2020",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "609-620",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198552"}

@article{bb203180,
        AUTHOR = "Hassanein, A.S. and Hussein, M.E. and Gomaa, W. and Makihara, Y.S. and Yagi, Y.S.",
        TITLE = "Identifying motion pathways in highly crowded scenes: A
non-parametric tracklet clustering approach",
        JOURNAL = CVIU,
        VOLUME = "191",
        YEAR = "2020",
        PAGES = "102710",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198553"}

@article{bb203181,
        AUTHOR = "Hu, Z.P. and Zhang, L. and Li, S.F. and Sun, D.G.",
        TITLE = "Parallel spatial-temporal convolutional neural networks for anomaly
detection and location in crowded scenes",
        JOURNAL = JVCIR,
        VOLUME = "67",
        YEAR = "2020",
        PAGES = "102765",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198554"}

@article{bb203182,
        AUTHOR = "Li, A. and Miao, Z.J. and Cen, Y.G. and Zhang, X.P. and Zhang, L. and Chen, S.M.",
        TITLE = "Abnormal Event Detection in Surveillance Videos Based on Low-Rank and
Compact Coefficient Dictionary Learning",
        JOURNAL = PR,
        VOLUME = "108",
        YEAR = "2020",
        PAGES = "107355",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198555"}

@article{bb203183,
        AUTHOR = "Nguyen, M.T. and Siritanawan, P. and Kotani, K.",
        TITLE = "Saliency detection in human crowd images of different density levels
using attention mechanism",
        JOURNAL = SP:IC,
        VOLUME = "88",
        YEAR = "2020",
        PAGES = "115976",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198556"}

@article{bb203184,
        AUTHOR = "Li, N. and Chang, F. and Liu, C.",
        TITLE = "Spatial-Temporal Cascade Autoencoder for Video Anomaly Detection in
Crowded Scenes",
        JOURNAL = MultMed,
        VOLUME = "23",
        YEAR = "2021",
        PAGES = "203-215",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198557"}

@article{bb203185,
        AUTHOR = "Liu, S.Y. and Yang, E. and Fang, K.",
        TITLE = "Self-Learning pLSA Model for Abnormal Behavior Detection in Crowded
Scenes",
        JOURNAL = IEICE,
        VOLUME = "E104-D",
        YEAR = "2021",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "473-476",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198558"}

@article{bb203186,
        AUTHOR = "Feng, J.F. and Wang, D. and Zhang, L.",
        TITLE = "Crowd Anomaly Detection via Spatial Constraints and Meaningful
Perturbation",
        JOURNAL = IJGI,
        VOLUME = "11",
        YEAR = "2022",
        NUMBER = "3",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198559"}

@article{bb203187,
        AUTHOR = "Zhao, R.Y. and Dong, D.H. and Wang, Y. and Li, C.L. and Ma, Y.L. and Enriquez, V.F.",
        TITLE = "Image-Based Crowd Stability Analysis Using Improved Multi-Column
Convolutional Neural Network",
        JOURNAL = ITS,
        VOLUME = "23",
        YEAR = "2022",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "5480-5489",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198560"}

@article{bb203188,
        AUTHOR = "Belhadi, A. and Djenouri, Y. and Srivastava, G. and Cano, A. and Lin, J.C.W.",
        TITLE = "Hybrid Group Anomaly Detection for Sequence Data:
Application to Trajectory Data Analytics",
        JOURNAL = ITS,
        VOLUME = "23",
        YEAR = "2022",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "9346-9357",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198561"}

@article{bb203189,
        AUTHOR = "Huang, W.H. and Tsuge, A. and Chen, Y. and Okoshi, T. and Nakazawa, J.",
        TITLE = "A Bus Crowdedness Sensing System Using Deep-Learning Based Object
Detection",
        JOURNAL = IEICE,
        VOLUME = "E105-D",
        YEAR = "2022",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1712-1720",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198562"}

@article{bb203190,
        AUTHOR = "Zhang, X.F. and Fang, J.P. and Yang, B. and Chen, S.H. and Li, B.",
        TITLE = "Hybrid Attention and Motion Constraint for Anomaly Detection in
Crowded Scenes",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2259-2274",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198563"}

@article{bb203191,
        AUTHOR = "Alohali, M.A. and Aljebreen, M. and Nemri, N. and Allafi, R. and Duhayyim, M.A. and Alsaid, M.I. and Alneil, A.A. and Osman, A.E.",
        TITLE = "Anomaly Detection in Pedestrian Walkways for Intelligent
Transportation System Using Federated Learning and Harris Hawks
Optimizer on Remote Sensing Images",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "12",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198564"}

@article{bb203192,
        AUTHOR = "Hong, Y.Y. and Zhu, H. and Shou, T. and Wang, Z. and Chen, L. and Wang, L. and Wang, C. and Chen, L.B.",
        TITLE = "STORM: A Spatio-Temporal Context-Aware Model for Predicting
Event-Triggered Abnormal Crowd Traffic",
        JOURNAL = ITS,
        VOLUME = "25",
        YEAR = "2024",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "13051-13066",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198565"}

@article{bb203193,
        AUTHOR = "Zhao, R. and Wei, B. and Han, C.F. and Jia, P. and Zhu, W.J. and Li, C.L. and Ma, Y.L.",
        TITLE = "Improved Crowd Dynamics Analysis Considering Physical Contact Force
and Panic Emotional Propagation",
        JOURNAL = ITS,
        VOLUME = "26",
        YEAR = "2025",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1840-1851",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198566"}

@article{bb203194,
        AUTHOR = "Suresh, D. and Farhaoui, Y. and Karthi Durai, B.S. and Priyadarsini, K.",
        TITLE = "A smart Intersected Visualized Anisotropic Optimized (IntVAO) Tracker
for monitoring crowds and spotting abnormalities in video
surveillance systems",
        JOURNAL = JVCIR,
        VOLUME = "111",
        YEAR = "2025",
        PAGES = "104552",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198567"}

@article{bb203195,
        AUTHOR = "Huang, Y.P. and Kshetrimayum, S. and Basanta, H. and Sandnes, F.E.",
        TITLE = "A Deep Multiobject Detection Model for Passenger Escalator Safety",
        JOURNAL = SMCS,
        VOLUME = "55",
        YEAR = "2025",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "9109-9119",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198568"}

@article{bb203196,
        AUTHOR = "Yu, J.Q. and Zhou, Y. and Pan, R.J. and Li, C. and Yang, H.",
        TITLE = "Psychology-informed safety attributes recognition in dense crowds",
        JOURNAL = PRL,
        VOLUME = "200",
        YEAR = "2026",
        PAGES = "88-94",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198569"}

@inproceedings{bb203197,
        AUTHOR = "Liang, D.K. and Xu, W. and Bai, X.",
        TITLE = "An End-to-End Transformer Model for Crowd Localization",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "I:38-54",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198570"}

@inproceedings{bb203198,
        AUTHOR = "Ravanbakhsh, M. and Nabi, M. and Sangineto, E. and Marcenaro, L. and Regazzoni, C. and Sebe, N.",
        TITLE = "Abnormal event detection in videos using generative adversarial nets",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "1577-1581",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198571"}

@inproceedings{bb203199,
        AUTHOR = "Tome, A. and Salgado, L.",
        TITLE = "Anomaly Detection in Crowded Scenarios Using Local and Global Gaussian
Mixture Models",
        BOOKTITLE = ACIVS17,
        YEAR = "2017",
        PAGES = "363-374",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT198572"}

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