@article{bb161600,
        AUTHOR = "Laxhammar, R. and Falkman, G.",
        TITLE = "Online Learning and Sequential Anomaly Detection in Trajectories",
        JOURNAL = PAMI,
        VOLUME = "36",
        YEAR = "2014",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1158-1173",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abt2.html#TT157280"}

@article{bb161601,
        AUTHOR = "Kang, K. and Liu, W.B. and Xing, W.W.",
        TITLE = "Motion Pattern Study and Analysis from Video Monitoring Trajectory",
        JOURNAL = IEICE,
        VOLUME = "E97-D",
        YEAR = "2014",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1574-1582",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abt2.html#TT157281"}

@article{bb161602,
        AUTHOR = "Wan, Y. and Yang, T.I. and Keathly, D. and Buckles, B.",
        TITLE = "Dynamic scene modelling and anomaly detection based on trajectory
analysis",
        JOURNAL = IET-ITS,
        VOLUME = "8",
        YEAR = "2014",
        NUMBER = "6",
        MONTH = "September",
        PAGES = "526-533",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abt2.html#TT157282"}

@article{bb161603,
        AUTHOR = "Kumar, D. and Bezdek, J.C. and Rajasegarar, S. and Leckie, C. and Palaniswami, M.",
        TITLE = "A visual-numeric approach to clustering and anomaly detection for
trajectory data",
        JOURNAL = VC,
        VOLUME = "33",
        YEAR = "2017",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "265-281",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abt2.html#TT157283"}

@article{bb161604,
        AUTHOR = "Cosar, S. and Donatiello, G. and Bogorny, V. and Garate, C. and Alvares, L.O. and Bremond, F.",
        TITLE = "Toward Abnormal Trajectory and Event Detection in Video Surveillance",
        JOURNAL = CirSysVideo,
        VOLUME = "27",
        YEAR = "2017",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "683-695",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abt2.html#TT157284"}

@article{bb161605,
        AUTHOR = "Shin, H. and Turchi, D. and He, S. and Tsourdos, A.",
        TITLE = "Behavior Monitoring Using Learning Techniques and
Regular-Expressions-Based Pattern Matching",
        JOURNAL = ITS,
        VOLUME = "20",
        YEAR = "2019",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1289-1302",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abt2.html#TT157285"}

@article{bb161606,
        AUTHOR = "Doshi, K. and Yilmaz, Y.",
        TITLE = "Online anomaly detection in surveillance videos with asymptotic bound
on false alarm rate",
        JOURNAL = PR,
        VOLUME = "114",
        YEAR = "2021",
        PAGES = "107865",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abt2.html#TT157286"}

@article{bb161607,
        AUTHOR = "Yang, J.W. and Tan, X. and Rahardja, S.",
        TITLE = "MiPo: How to Detect Trajectory Outliers with Tabular Outlier
Detectors",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "21",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abt2.html#TT157287"}

@inproceedings{bb161608,
        AUTHOR = "Xu, X.Y. and Dunn, E.",
        TITLE = "GTT-Net: Learned Generalized Trajectory Triangulation",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "5775-5784",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abt2.html#TT157288"}

@inproceedings{bb161609,
        AUTHOR = "Cai, X. and Aydin, B. and Ji, A. and Angryk, R.",
        TITLE = "A Framework for Local Outlier Detection from Spatio-Temporal
Trajectory Datasets",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "5682-5689",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abt2.html#TT157289"}

@inproceedings{bb161610,
        AUTHOR = "Rodrigues, R. and Bhargava, N. and Velmurugan, R. and Chaudhuri, S.",
        TITLE = "Multi-timescale Trajectory Prediction for Abnormal Human Activity
Detection",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "2615-2623",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abt2.html#TT157290"}

@inproceedings{bb161611,
        AUTHOR = "Morais, R. and Le, V. and Tran, T. and Saha, B. and Mansour, M. and Venkatesh, S.",
        TITLE = "Learning Regularity in Skeleton Trajectories for Anomaly Detection in
Videos",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "11988-11996",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abt2.html#TT157291"}

@inproceedings{bb161612,
        AUTHOR = "Roy, P. and Bilodeau, G.",
        TITLE = "Adversarially Learned Abnormal Trajectory Classifier",
        BOOKTITLE = CRV19,
        YEAR = "2019",
        PAGES = "65-72",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abt2.html#TT157292"}

@inproceedings{bb161613,
        AUTHOR = "Ma, C. and Miao, Z.J. and Li, M. and Song, S.Y. and Yang, M.H.",
        TITLE = "Detecting Anomalous Trajectories via Recurrent Neural Networks",
        BOOKTITLE = ACCV18,
        YEAR = "2018",
        PAGES = "IV:370-382",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abt2.html#TT157293"}

@inproceedings{bb161614,
        AUTHOR = "Varadarajan, J. and Subramanian, R. and Ahuja, N. and Moulin, P. and Odobez, J.M.",
        TITLE = "Active Online Anomaly Detection Using Dirichlet Process Mixture Model
and Gaussian Process Classification",
        BOOKTITLE = WACV17,
        YEAR = "2017",
        PAGES = "615-623",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abt2.html#TT157294"}

@inproceedings{bb161615,
        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#TT157295"}

@inproceedings{bb161616,
        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#TT157296"}

@inproceedings{bb161617,
        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#TT157297"}

@inproceedings{bb161618,
        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#TT157298"}

@inproceedings{bb161619,
        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#TT157299"}

@inproceedings{bb161620,
        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#TT157300"}

@inproceedings{bb161621,
        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#TT157301"}

@inproceedings{bb161622,
        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#TT157302"}

@inproceedings{bb161623,
        AUTHOR = "Nishio, S. and Okamoto, H. and Babaguchi, N.",
        TITLE = "Hierarchical Anomality Detection Based on Situation",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "1108-1111",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abt2.html#TT157303"}

@inproceedings{bb161624,
        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#TT157304"}

@inproceedings{bb161625,
        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#TT157305"}

@article{bb161626,
        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#TT157307"}

@inproceedings{bb161627,
        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#TT157308"}

@article{bb161628,
        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#TT157309"}

@inproceedings{bb161629,
        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#TT157310"}

@inproceedings{bb161630,
        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#TT157311"}

@inproceedings{bb161631,
        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#TT157312"}

@article{bb161632,
        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#TT157313"}

@article{bb161633,
        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#TT157314"}

@inproceedings{bb161634,
        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#TT157315"}

@inproceedings{bb161635,
        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#TT157316"}

@inproceedings{bb161636,
        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#TT157317"}

@inproceedings{bb161637,
        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#TT157318"}

@article{bb161638,
        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#TT157319"}

@inproceedings{bb161639,
        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#TT157320"}

@article{bb161640,
        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#TT157321"}

@article{bb161641,
        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#TT157322"}

@article{bb161642,
        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#TT157323"}

@inproceedings{bb161643,
        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#TT157324"}

@inproceedings{bb161644,
        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#TT157325"}

@article{bb161645,
        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#TT157326"}

@inproceedings{bb161646,
        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#TT157327"}

@inproceedings{bb161647,
        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#TT157328"}

@inproceedings{bb161648,
        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#TT157329"}

@article{bb161649,
        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#TT157330"}

@inproceedings{bb161650,
        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#TT157331"}

@article{bb161651,
        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#TT157332"}

@inproceedings{bb161652,
        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#TT157333"}

@article{bb161653,
        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#TT157334"}

@article{bb161654,
        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#TT157335"}

@inproceedings{bb161655,
        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#TT157336"}

@article{bb161656,
        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#TT157337"}

@inproceedings{bb161657,
        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#TT157338"}

@article{bb161658,
        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#TT157339"}

@inproceedings{bb161659,
        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#TT157340"}

@article{bb161660,
        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#TT157341"}

@article{bb161661,
        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#TT157342"}

@inproceedings{bb161662,
        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#TT157343"}

@inproceedings{bb161663,
        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#TT157344"}

@inproceedings{bb161664,
        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#TT157345"}

@inproceedings{bb161665,
        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#TT157346"}

@inproceedings{bb161666,
        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#TT157347"}

@inproceedings{bb161667,
        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#TT157348"}

@inproceedings{bb161668,
        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#TT157349"}

@inproceedings{bb161669,
        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#TT157350"}

@article{bb161670,
        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#TT157351"}

@article{bb161671,
        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#TT157352"}

@inproceedings{bb161672,
        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#TT157353"}

@article{bb161673,
        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#TT157354"}

@inproceedings{bb161674,
        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#TT157355"}

@inproceedings{bb161675,
        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#TT157356"}

@article{bb161676,
        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#TT157357"}

@article{bb161677,
        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#TT157358"}

@article{bb161678,
        AUTHOR = "Liu, W. and Lau, R.W.H. and Wang, X.G. and Manocha, D.",
        TITLE = "Exemplar-AMMs:
Recognizing Crowd Movements From Pedestrian Trajectories",
        JOURNAL = MultMed,
        VOLUME = "18",
        YEAR = "2016",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2398-2406",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT157359"}

@inproceedings{bb161679,
        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#TT157360"}

@inproceedings{bb161680,
        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#TT157361"}

@inproceedings{bb161681,
        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#TT157362"}

@article{bb161682,
        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#TT157363"}

@article{bb161683,
        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#TT157364"}

@article{bb161684,
        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#TT157365"}

@article{bb161685,
        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#TT157366"}

@article{bb161686,
        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#TT157367"}

@article{bb161687,
        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#TT157368"}

@article{bb161688,
        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#TT157369"}

@article{bb161689,
        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#TT157370"}

@inproceedings{bb161690,
        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#TT157371"}

@article{bb161691,
        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#TT157372"}

@article{bb161692,
        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#TT157373"}

@article{bb161693,
        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#TT157374"}

@article{bb161694,
        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#TT157375"}

@article{bb161695,
        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#TT157376"}

@article{bb161696,
        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#TT157377"}

@article{bb161697,
        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#TT157378"}

@article{bb161698,
        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#TT157379"}

@article{bb161699,
        AUTHOR = "Li, A. and Miao, Z.J. and Cen, Y. 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#TT157380"}

Last update:Dec 4, 2022 at 15:58:45