@article{bb147000,
        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#TT142782"}

@inproceedings{bb147001,
        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#TT142783"}

@article{bb147002,
        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#TT142784"}

@inproceedings{bb147003,
        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#TT142785"}

@article{bb147004,
        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#TT142786"}

@article{bb147005,
        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#TT142787"}

@inproceedings{bb147006,
        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#TT142788"}

@article{bb147007,
        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#TT142789"}

@inproceedings{bb147008,
        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#TT142790"}

@article{bb147009,
        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#TT142791"}

@inproceedings{bb147010,
        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#TT142792"}

@article{bb147011,
        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#TT142793"}

@article{bb147012,
        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#TT142794"}

@inproceedings{bb147013,
        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#TT142795"}

@inproceedings{bb147014,
        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#TT142796"}

@inproceedings{bb147015,
        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#TT142797"}

@inproceedings{bb147016,
        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#TT142798"}

@inproceedings{bb147017,
        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#TT142799"}

@inproceedings{bb147018,
        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#TT142800"}

@inproceedings{bb147019,
        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#TT142801"}

@inproceedings{bb147020,
        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#TT142802"}

@article{bb147021,
        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#TT142803"}

@article{bb147022,
        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#TT142804"}

@inproceedings{bb147023,
        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#TT142805"}

@article{bb147024,
        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#TT142806"}

@inproceedings{bb147025,
        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#TT142807"}

@inproceedings{bb147026,
        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#TT142808"}

@article{bb147027,
        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#TT142809"}

@article{bb147028,
        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#TT142810"}

@article{bb147029,
        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#TT142811"}

@inproceedings{bb147030,
        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#TT142812"}

@inproceedings{bb147031,
        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#TT142813"}

@inproceedings{bb147032,
        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#TT142814"}

@article{bb147033,
        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#TT142815"}

@article{bb147034,
        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#TT142816"}

@article{bb147035,
        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#TT142817"}

@article{bb147036,
        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#TT142818"}

@article{bb147037,
        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#TT142819"}

@article{bb147038,
        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#TT142820"}

@article{bb147039,
        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#TT142821"}

@article{bb147040,
        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#TT142822"}

@inproceedings{bb147041,
        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#TT142823"}

@article{bb147042,
        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#TT142824"}

@article{bb147043,
        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#TT142825"}

@article{bb147044,
        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#TT142826"}

@article{bb147045,
        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#TT142827"}

@article{bb147046,
        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#TT142828"}

@article{bb147047,
        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#TT142829"}

@article{bb147048,
        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#TT142830"}

@article{bb147049,
        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#TT142831"}

@article{bb147050,
        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#TT142832"}

@article{bb147051,
        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#TT142833"}

@article{bb147052,
        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#TT142834"}

@article{bb147053,
        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#TT142835"}

@inproceedings{bb147054,
        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#TT142836"}

@inproceedings{bb147055,
        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#TT142837"}

@inproceedings{bb147056,
        AUTHOR = "Halbe, M. and Vyas, V. and Vaidya, Y.M.",
        TITLE = "Abnormal Crowd Behavior Detection Based on Combined Approach of Energy
Model and Threshold",
        BOOKTITLE = PReMI17,
        YEAR = "2017",
        PAGES = "187-195",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT142838"}

@inproceedings{bb147057,
        AUTHOR = "Sah, M. and Direkoglu, C.",
        TITLE = "Semantic annotation of surveillance videos for abnormal crowd
behaviour search and analysis",
        BOOKTITLE = AVSS17,
        YEAR = "2017",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT142839"}

@inproceedings{bb147058,
        AUTHOR = "Direkoglu, C. and Sah, M. and O'Connor, N.E.",
        TITLE = "Abnormal crowd behavior detection using novel optical flow-based
features",
        BOOKTITLE = AVSS17,
        YEAR = "2017",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT142840"}

@inproceedings{bb147059,
        AUTHOR = "Ravanbakhsh, M. and Sangineto, E. and Nabi, M. and Sebe, N.",
        TITLE = "Training Adversarial Discriminators for Cross-Channel Abnormal Event
Detection in Crowds",
        BOOKTITLE = WACV19,
        YEAR = "2019",
        PAGES = "1896-1904",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT142841"}

@inproceedings{bb147060,
        AUTHOR = "Ravanbakhsh, M. and Nabi, M. and Mousavi, H. and Sangineto, E. and Sebe, N.",
        TITLE = "Plug-and-Play CNN for Crowd Motion Analysis: An Application in
Abnormal Event Detection",
        BOOKTITLE = WACV18,
        YEAR = "2018",
        PAGES = "1689-1698",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT142842"}

@inproceedings{bb147061,
        AUTHOR = "Rojas, O.E. and Tozzi, C.L.",
        TITLE = "Abnormal Behavior Detection in Crowded Scenes Based on Optical Flow
Connected Components",
        BOOKTITLE = CIARP16,
        YEAR = "2016",
        PAGES = "266-273",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT142843"}

@inproceedings{bb147062,
        AUTHOR = "Rojas, O.E. and Tozzi, C.L.",
        TITLE = "Abnormal Crowd Behavior Detection Based on Gaussian Mixture Model",
        BOOKTITLE = Crowd16,
        YEAR = "2016",
        PAGES = "II: 668-675",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT142844"}

@inproceedings{bb147063,
        AUTHOR = "Rabiee, H. and Haddadnia, J. and Mousavi, H. and Kalantarzadeh, M. and Nabi, M. and Murino, V.",
        TITLE = "Novel dataset for fine-grained abnormal behavior understanding in
crowd",
        BOOKTITLE = AVSS16,
        YEAR = "2016",
        PAGES = "95-101",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT142845"}

@inproceedings{bb147064,
        AUTHOR = "Wang, Y. and Zhang, Q. and Li, B.",
        TITLE = "Efficient unsupervised abnormal crowd activity detection based on a
spatiotemporal saliency detector",
        BOOKTITLE = WACV16,
        YEAR = "2016",
        PAGES = "1-9",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT142846"}

@inproceedings{bb147065,
        AUTHOR = "Wang, S. and Zhu, E. and Yin, J.P. and Porikli, F.M.",
        TITLE = "Anomaly detection in crowded scenes by SL-HOF descriptor and
foreground classification",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "3398-3403",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT142847"}

@inproceedings{bb147066,
        AUTHOR = "Ergezer, H. and Leblebicioglu, K.",
        TITLE = "Anomaly Detection and Activity Perception Using Covariance Descriptor
for Trajectories",
        BOOKTITLE = Crowd16,
        YEAR = "2016",
        PAGES = "II: 728-742",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT142848"}

@inproceedings{bb147067,
        AUTHOR = "Marsden, M. and McGuinness, K. and Little, S. and O'Connor, N.E.",
        TITLE = "Holistic features for real-time crowd behaviour anomaly detection",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "918-922",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT142849"}

@inproceedings{bb147068,
        AUTHOR = "Lin, H. and Deng, J.D. and Woodford, B.J.",
        TITLE = "Anomaly detection in crowd scenes via online adaptive one-class
support vector machines",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "2434-2438",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT142850"}

@inproceedings{bb147069,
        AUTHOR = "Mousavi, H. and Mohammadi, S. and Perina, A. and Chellali, R. and Mur, V.",
        TITLE = "Analyzing Tracklets for the Detection of Abnormal Crowd Behavior",
        BOOKTITLE = WACV15,
        YEAR = "2015",
        PAGES = "148-155",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT142851"}

@inproceedings{bb147070,
        AUTHOR = "Lee, D.G. and Suk, H.I. and Lee, S.W.",
        TITLE = "Modeling crowd motions for abnormal activity detection",
        BOOKTITLE = AVSS14,
        YEAR = "2014",
        PAGES = "325-330",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT142852"}

@inproceedings{bb147071,
        AUTHOR = "Zhang, T. and Wiliem, A. and Lovell, B.C.",
        TITLE = "Region-Based Anomaly Localisation in Crowded Scenes via Trajectory
Analysis and Path Prediction",
        BOOKTITLE = DICTA13,
        YEAR = "2013",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT142853"}

@inproceedings{bb147072,
        AUTHOR = "Hu, Y. and Zhang, Y. and Davis, L.S.",
        TITLE = "Unsupervised Abnormal Crowd Activity Detection Using Semiparametric
Scan Statistic",
        BOOKTITLE = SISM13,
        YEAR = "2013",
        PAGES = "767-774",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT142854"}

@inproceedings{bb147073,
        AUTHOR = "Alqaysi, H.H. and Sasi, S.",
        TITLE = "Detection of Abnormal behavior in Dynamic Crowded Gatherings",
        BOOKTITLE = AIPR13,
        YEAR = "2013",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT142855"}

@inproceedings{bb147074,
        AUTHOR = "Tang, X. and Zhang, S.P. and Yao, H.X.",
        TITLE = "Sparse coding based motion attention for abnormal event detection",
        BOOKTITLE = ICIP13,
        YEAR = "2013",
        PAGES = "3602-3606",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT142856"}

@inproceedings{bb147075,
        AUTHOR = "de la Calle Silos, E. and Gonzalez Diaz, I. and Diaz de Maria, E.",
        TITLE = "Mid-level feature set for specific event and anomaly detection in
crowded scenes",
        BOOKTITLE = ICIP13,
        YEAR = "2013",
        PAGES = "4001-4005",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT142857"}

@inproceedings{bb147076,
        AUTHOR = "Wang, L.J. and Dong, M.",
        TITLE = "Real-time detection of abnormal crowd behavior using a matrix
approximation-based approach",
        BOOKTITLE = ICIP12,
        YEAR = "2012",
        PAGES = "2701-2704",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT142858"}

@inproceedings{bb147077,
        AUTHOR = "Zhu, X.B. and Liu, J. and Wang, J.Q. and Fu, W. and Lu, H.Q.",
        TITLE = "Weighted Interaction Force Estimation for Abnormality Detection in
Crowd Scenes",
        BOOKTITLE = ACCV12,
        YEAR = "2012",
        PAGES = "III:507-518",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT142859"}

@inproceedings{bb147078,
        AUTHOR = "Lu, T. and Wu, L. and Ma, X.L. and Shivakumara, P. and Tan, C.L.",
        TITLE = "Anomaly Detection through Spatio-temporal Context Modeling in Crowded
Scenes",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "2203-2208",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT142860"}

@inproceedings{bb147079,
        AUTHOR = "Ma, X.L. and Lu, T. and Xu, F.M. and Su, F.",
        TITLE = "Anomaly detection with spatio-temporal context using depth images",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "2590-2593",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT142861"}

@inproceedings{bb147080,
        AUTHOR = "Zhu, X.B. and Liu, J. and Wang, J.Q. and Fang, Y.K. and Lu, H.Q.",
        TITLE = "Anomaly detection in crowded scene via appearance and dynamics joint
modeling",
        BOOKTITLE = ICIP12,
        YEAR = "2012",
        PAGES = "2705-2708",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT142862"}

@inproceedings{bb147081,
        AUTHOR = "Yu, Y.H. and Lei, Z. and Yi, D. and Li, S.Z.",
        TITLE = "Detecting individual in crowd with moving feature's structure
consistency",
        BOOKTITLE = ARTEMIS11,
        YEAR = "2011",
        PAGES = "934-941",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT142863"}

@inproceedings{bb147082,
        AUTHOR = "Raghavendra, R. and del Bue, A. and Cristani, M. and Murino, V.",
        TITLE = "Optimizing interaction force for global anomaly detection in crowded
scenes",
        BOOKTITLE = MSVALC11,
        YEAR = "2011",
        PAGES = "136-143",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT142864"}

@inproceedings{bb147083,
        AUTHOR = "Krausz, B. and Bauckhage, C.",
        TITLE = "Analyzing pedestrian behavior in crowds for automatic detection of
congestions",
        BOOKTITLE = MSVALC11,
        YEAR = "2011",
        PAGES = "144-149",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT142865"}

@inproceedings{bb147084,
        AUTHOR = "Krausz, B. and Bauckhage, C.",
        TITLE = "Automatic detection of dangerous motion behavior in human crowds",
        BOOKTITLE = AVSBS11,
        YEAR = "2011",
        PAGES = "224-229",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT142866"}

@inproceedings{bb147085,
        AUTHOR = "Liao, H.H. and Xiang, J.H. and Sun, W.P. and Feng, Q. and Dai, J.H.",
        TITLE = "An Abnormal Event Recognition in Crowd Scene",
        BOOKTITLE = ICIG11,
        YEAR = "2011",
        PAGES = "731-736",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT142867"}

@inproceedings{bb147086,
        AUTHOR = "Reddy, V. and Sanderson, C. and Lovell, B.C.",
        TITLE = "Improved anomaly detection in crowded scenes via cell-based analysis of
foreground speed, size and texture",
        BOOKTITLE = MLVMA11,
        YEAR = "2011",
        PAGES = "55-61",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT142868"}

@inproceedings{bb147087,
        AUTHOR = "Wu, S.D. and Moore, B.E. and Shah, M.",
        TITLE = "Chaotic invariants of Lagrangian particle trajectories for anomaly
detection in crowded scenes",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "2054-2060",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT142869"}

@inproceedings{bb147088,
        AUTHOR = "Feng, J. and Zhang, C. and Hao, P.W.",
        TITLE = "Online Learning with Self-Organizing Maps for Anomaly Detection in
Crowd Scenes",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "3599-3602",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT142870"}

@inproceedings{bb147089,
        AUTHOR = "Jiang, F. and Wu, Y. and Katsaggelos, A.K.",
        TITLE = "Detecting contextual anomalies of crowd motion in surveillance video",
        BOOKTITLE = ICIP09,
        YEAR = "2009",
        PAGES = "1117-1120",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT142871"}

@article{bb147090,
        AUTHOR = "Augusteijn, M.F. and Folkert, B.A.",
        TITLE = "Neural network classification and novelty detection",
        JOURNAL = JRS,
        VOLUME = "23",
        YEAR = "2002",
        NUMBER = "14",
        MONTH = "July",
        PAGES = "2891-2902",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730nov3.html#TT142872"}

@article{bb147091,
        AUTHOR = "Cao, L.J. and Lee, H.P. and Chong, W.K.",
        TITLE = "Modified support vector novelty detector using training data with
outliers",
        JOURNAL = PRL,
        VOLUME = "24",
        YEAR = "2003",
        NUMBER = "14",
        MONTH = "October",
        PAGES = "2479-2487",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730nov3.html#TT142873"}

@article{bb147092,
        AUTHOR = "He, C. and Girolami, M.A.",
        TITLE = "Novelty detection employing an L2 optimal non-parametric density
estimator",
        JOURNAL = PRL,
        VOLUME = "25",
        YEAR = "2004",
        NUMBER = "12",
        MONTH = "September",
        PAGES = "1389-1397",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730nov3.html#TT142874"}

@article{bb147093,
        AUTHOR = "Lee, H.J. and Cho, S.Z.",
        TITLE = "Application of LVQ to novelty detection using outlier training data",
        JOURNAL = PRL,
        VOLUME = "27",
        YEAR = "2006",
        NUMBER = "13",
        MONTH = "October",
        PAGES = "1572-1579",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730nov3.html#TT142875"}

@article{bb147094,
        AUTHOR = "Camci, F. and Chinnam, R.B.",
        TITLE = "General support vector representation machine for one-class
classification of non-stationary classes",
        JOURNAL = PR,
        VOLUME = "41",
        YEAR = "2008",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3021-3034",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730nov3.html#TT142876"}

@article{bb147095,
        AUTHOR = "Wu, M.R. and Ye, J.P.",
        TITLE = "A Small Sphere and Large Margin Approach for Novelty Detection Using
Training Data with Outliers",
        JOURNAL = PAMI,
        VOLUME = "31",
        YEAR = "2009",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2088-2092",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730nov3.html#TT142877"}

@article{bb147096,
        AUTHOR = "Quinn, J.A. and Williams, C.K.I. and McIntosh, N.",
        TITLE = "Factorial Switching Linear Dynamical Systems Applied to Physiological
Condition Monitoring",
        JOURNAL = PAMI,
        VOLUME = "31",
        YEAR = "2009",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1537-1551",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730nov3.html#TT142878"}

@inproceedings{bb147097,
        AUTHOR = "Quinn, J.A. and Williams, C.K.I.",
        TITLE = "Known Unknowns: Novelty Detection in Condition Monitoring",
        BOOKTITLE = IbPRIA07,
        YEAR = "2007",
        PAGES = "I: 1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730nov3.html#TT142879"}

@article{bb147098,
        AUTHOR = "Hansen, M.S. and Sjostrand, K. and Larsen, R.",
        TITLE = "On the regularization path of the support vector domain description",
        JOURNAL = PRL,
        VOLUME = "31",
        YEAR = "2010",
        NUMBER = "13",
        MONTH = "October",
        PAGES = "1919-1923",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730nov3.html#TT142880"}

@article{bb147099,
        AUTHOR = "Filippone, M. and Sanguinetti, G.",
        TITLE = "Information theoretic novelty detection",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "805-814",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730nov3.html#TT142881"}

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