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@inproceedings{bb176303,
        AUTHOR = "Umakanthan, S. and Denman, S. and Fookes, C. and Sridharan, S.",
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        YEAR = "2013",
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@inproceedings{bb176304,
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@inproceedings{bb176305,
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        TITLE = "Unusual Event Detection in Crowded Scenes Using Bag of LBPs in
Spatio-Temporal Patches",
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@inproceedings{bb176306,
        AUTHOR = "Ryan, D. and Denman, S. and Fookes, C. and Sridharan, S.",
        TITLE = "Textures of optical flow for real-time anomaly detection in crowds",
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@article{bb176307,
        AUTHOR = "Yuan, Y. and Fang, J. and Wang, Q.",
        TITLE = "Online Anomaly Detection in Crowd Scenes via Structure Analysis",
        JOURNAL = Cyber,
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        YEAR = "2015",
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        PAGES = "562-575",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT171837"}

@article{bb176308,
        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#TT171838"}

@inproceedings{bb176309,
        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#TT171839"}

@article{bb176310,
        AUTHOR = "Gunduz, A.E. and Ongun, C. and Temizel, T.T. and Temizel, A.",
        TITLE = "Density aware anomaly detection in crowded scenes",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT171840"}

@inproceedings{bb176311,
        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#TT171841"}

@inproceedings{bb176312,
        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#TT171842"}

@article{bb176313,
        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#TT171843"}

@article{bb176314,
        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,
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        YEAR = "2016",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT171844"}

@inproceedings{bb176315,
        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
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        BOOKTITLE = Crowd16,
        YEAR = "2016",
        PAGES = "II: 709-727",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT171845"}

@inproceedings{bb176316,
        AUTHOR = "Bera, A. and Manocha, D.",
        TITLE = "Realtime Anomaly Detection Using Trajectory-Level Crowd Behavior
Learning",
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        YEAR = "2016",
        PAGES = "1289-1296",
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@inproceedings{bb176317,
        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#TT171847"}

@article{bb176318,
        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#TT171848"}

@article{bb176319,
        AUTHOR = "Yuan, Y. and Feng, Y.C. and Lu, X.Q.",
        TITLE = "Structured dictionary learning for abnormal event detection in
crowded scenes",
        JOURNAL = PR,
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        NUMBER = "1",
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@article{bb176320,
        AUTHOR = "Yuan, Y. and Feng, Y.C. and Lu, X.Q.",
        TITLE = "Statistical Hypothesis Detector for Abnormal Event Detection in
Crowded Scenes",
        JOURNAL = Cyber,
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        YEAR = "2017",
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        PAGES = "3597-3608",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT171850"}

@article{bb176321,
        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",
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        PAGES = "2814-2825",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT171851"}

@article{bb176322,
        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#TT171852"}

@article{bb176323,
        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#TT171853"}

@article{bb176324,
        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#TT171854"}

@article{bb176325,
        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#TT171855"}

@inproceedings{bb176326,
        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#TT171856"}

@article{bb176327,
        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#TT171857"}

@article{bb176328,
        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#TT171858"}

@article{bb176329,
        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#TT171859"}

@article{bb176330,
        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#TT171860"}

@article{bb176331,
        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#TT171861"}

@article{bb176332,
        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#TT171862"}

@article{bb176333,
        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#TT171863"}

@article{bb176334,
        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#TT171864"}

@article{bb176335,
        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#TT171865"}

@article{bb176336,
        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#TT171866"}

@article{bb176337,
        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#TT171867"}

@article{bb176338,
        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#TT171868"}

@article{bb176339,
        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#TT171869"}

@article{bb176340,
        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#TT171870"}

@article{bb176341,
        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#TT171871"}

@article{bb176342,
        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#TT171872"}

@article{bb176343,
        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#TT171873"}

@article{bb176344,
        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#TT171874"}

@inproceedings{bb176345,
        AUTHOR = "Liang, D. 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#TT171875"}

@inproceedings{bb176346,
        AUTHOR = "Ravanbakhsh, M. and Nabi, M. and Sangineto, E. and Marcenaro, L. and Regazzoni, C. and Sebe, N.",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT171876"}

@inproceedings{bb176347,
        AUTHOR = "Tome, A. and Salgado, L.",
        TITLE = "Anomaly Detection in Crowded Scenarios Using Local and Global Gaussian
Mixture Models",
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        YEAR = "2017",
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@inproceedings{bb176348,
        AUTHOR = "Halbe, M. and Vyas, V. and Vaidya, Y.M.",
        TITLE = "Abnormal Crowd Behavior Detection Based on Combined Approach of Energy
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@inproceedings{bb176349,
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        TITLE = "Semantic annotation of surveillance videos for abnormal crowd
behaviour search and analysis",
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@inproceedings{bb176350,
        AUTHOR = "Direkoglu, C. and Sah, M. and O'Connor, N.E.",
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@inproceedings{bb176351,
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@inproceedings{bb176352,
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@inproceedings{bb176353,
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@inproceedings{bb176354,
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        BOOKTITLE = Crowd16,
        YEAR = "2016",
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@inproceedings{bb176355,
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@inproceedings{bb176356,
        AUTHOR = "Wang, Y.L. and Zhang, Q. and Li, B.X.",
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spatiotemporal saliency detector",
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        PAGES = "1-9",
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@inproceedings{bb176357,
        AUTHOR = "Wang, S.Q. 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,
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        PAGES = "3398-3403",
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@inproceedings{bb176358,
        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",
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@inproceedings{bb176359,
        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",
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@inproceedings{bb176360,
        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#TT171890"}

@inproceedings{bb176361,
        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#TT171891"}

@inproceedings{bb176362,
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        TITLE = "Modeling crowd motions for abnormal activity detection",
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        YEAR = "2014",
        PAGES = "325-330",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT171892"}

@inproceedings{bb176363,
        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#TT171893"}

@inproceedings{bb176364,
        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#TT171894"}

@inproceedings{bb176365,
        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#TT171895"}

@inproceedings{bb176366,
        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#TT171896"}

@inproceedings{bb176367,
        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#TT171897"}

@inproceedings{bb176368,
        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#TT171898"}

@inproceedings{bb176369,
        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#TT171899"}

@inproceedings{bb176370,
        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#TT171900"}

@inproceedings{bb176371,
        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#TT171901"}

@inproceedings{bb176372,
        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#TT171902"}

@inproceedings{bb176373,
        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#TT171903"}

@inproceedings{bb176374,
        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#TT171904"}

@inproceedings{bb176375,
        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#TT171905"}

@inproceedings{bb176376,
        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#TT171906"}

@inproceedings{bb176377,
        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#TT171907"}

@inproceedings{bb176378,
        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#TT171908"}

@inproceedings{bb176379,
        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#TT171909"}

@inproceedings{bb176380,
        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#TT171910"}

@inproceedings{bb176381,
        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#TT171911"}

@article{bb176382,
        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#TT171912"}

@article{bb176383,
        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#TT171913"}

@article{bb176384,
        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#TT171914"}

@article{bb176385,
        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#TT171915"}

@article{bb176386,
        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#TT171916"}

@article{bb176387,
        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#TT171917"}

@article{bb176388,
        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#TT171918"}

@inproceedings{bb176389,
        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#TT171919"}

@article{bb176390,
        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#TT171920"}

@article{bb176391,
        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#TT171921"}

@article{bb176392,
        AUTHOR = "Li, Y.H.",
        TITLE = "Selecting training points for one-class support vector machines",
        JOURNAL = PRL,
        VOLUME = "32",
        YEAR = "2011",
        NUMBER = "11",
        MONTH = "August",
        PAGES = "1517-1522",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730nov3.html#TT171922"}

@article{bb176393,
        AUTHOR = "Xiao, Y.C. and Wang, H.G. and Xu, W.L. and Zhou, J.",
        TITLE = "L1 norm based KPCA for novelty detection",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "389-396",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730nov3.html#TT171923"}

@article{bb176394,
        AUTHOR = "de Morsier, F. and Tuia, D. and Borgeaud, M. and Gass, V. and Thiran, J.P.",
        TITLE = "Semi-Supervised Novelty Detection Using SVM Entire Solution Path",
        JOURNAL = GeoRS,
        VOLUME = "51",
        YEAR = "2013",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1939-1950",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730nov3.html#TT171924"}

@article{bb176395,
        AUTHOR = "Jumutc, V. and Suykens, J.A.K.",
        TITLE = "Multi-Class Supervised Novelty Detection",
        JOURNAL = PAMI,
        VOLUME = "36",
        YEAR = "2014",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2510-2523",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730nov3.html#TT171925"}

@article{bb176396,
        AUTHOR = "Rudi, A. and Odone, F. and de Vito, E.",
        TITLE = "Geometrical and computational aspects of Spectral Support Estimation
for novelty detection",
        JOURNAL = PRL,
        VOLUME = "36",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "107-116",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730nov3.html#TT171926"}

@article{bb176397,
        AUTHOR = "Sadooghi, M.S. and Khadem, S.E.",
        TITLE = "Improving one class support vector machine novelty detection scheme
using nonlinear features",
        JOURNAL = PR,
        VOLUME = "83",
        YEAR = "2018",
        PAGES = "14-33",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730nov3.html#TT171927"}

@article{bb176398,
        AUTHOR = "Vo, B.N. and Dam, N. and Phung, D. and Tran, N.Q. and Vo, B.T.",
        TITLE = "Model-based learning for point pattern data",
        JOURNAL = PR,
        VOLUME = "84",
        YEAR = "2018",
        PAGES = "136-151",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730nov3.html#TT171928"}

@inproceedings{bb176399,
        AUTHOR = "Vo, B.N. and Tran, N.Q. and Phung, D. and Vo, B.T.",
        TITLE = "Model-Based Classification and Novelty Detection for
Point Pattern Data",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "2622-2627",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730nov3.html#TT171929"}

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