@article{bb201200,
        AUTHOR = "Zhao, R. and Wei, B. and Han, C.F. and Jia, P. and Zhu, W.J. and Li, C.L. and Ma, Y.L.",
        TITLE = "Improved Crowd Dynamics Analysis Considering Physical Contact Force
and Panic Emotional Propagation",
        JOURNAL = ITS,
        VOLUME = "26",
        YEAR = "2025",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1840-1851",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT196578"}

@article{bb201201,
        AUTHOR = "Suresh, D. and Farhaoui, Y. and Karthi Durai, B.S. and Priyadarsini, K.",
        TITLE = "A smart Intersected Visualized Anisotropic Optimized (IntVAO) Tracker
for monitoring crowds and spotting abnormalities in video
surveillance systems",
        JOURNAL = JVCIR,
        VOLUME = "111",
        YEAR = "2025",
        PAGES = "104552",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT196579"}

@article{bb201202,
        AUTHOR = "Huang, Y.P. and Kshetrimayum, S. and Basanta, H. and Sandnes, F.E.",
        TITLE = "A Deep Multiobject Detection Model for Passenger Escalator Safety",
        JOURNAL = SMCS,
        VOLUME = "55",
        YEAR = "2025",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "9109-9119",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT196580"}

@article{bb201203,
        AUTHOR = "Yu, J.Q. and Zhou, Y. and Pan, R.J. and Li, C. and Yang, H.",
        TITLE = "Psychology-informed safety attributes recognition in dense crowds",
        JOURNAL = PRL,
        VOLUME = "200",
        YEAR = "2026",
        PAGES = "88-94",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT196581"}

@inproceedings{bb201204,
        AUTHOR = "Liang, D.K. and Xu, W. and Bai, X.",
        TITLE = "An End-to-End Transformer Model for Crowd Localization",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "I:38-54",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT196582"}

@inproceedings{bb201205,
        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#TT196583"}

@inproceedings{bb201206,
        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#TT196584"}

@inproceedings{bb201207,
        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#TT196585"}

@inproceedings{bb201208,
        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#TT196586"}

@inproceedings{bb201209,
        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#TT196587"}

@inproceedings{bb201210,
        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#TT196588"}

@inproceedings{bb201211,
        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#TT196589"}

@inproceedings{bb201212,
        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#TT196590"}

@inproceedings{bb201213,
        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#TT196591"}

@inproceedings{bb201214,
        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#TT196592"}

@inproceedings{bb201215,
        AUTHOR = "Wang, Y.L. and Zhang, Q. and Li, B.X.",
        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#TT196593"}

@inproceedings{bb201216,
        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,
        YEAR = "2016",
        PAGES = "3398-3403",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730abc1.html#TT196594"}

@inproceedings{bb201217,
        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#TT196595"}

@inproceedings{bb201218,
        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#TT196596"}

@inproceedings{bb201219,
        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#TT196597"}

@inproceedings{bb201220,
        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#TT196598"}

@inproceedings{bb201221,
        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#TT196599"}

@inproceedings{bb201222,
        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#TT196600"}

@inproceedings{bb201223,
        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#TT196601"}

@inproceedings{bb201224,
        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#TT196602"}

@inproceedings{bb201225,
        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#TT196603"}

@inproceedings{bb201226,
        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#TT196604"}

@inproceedings{bb201227,
        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#TT196605"}

@inproceedings{bb201228,
        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#TT196606"}

@inproceedings{bb201229,
        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#TT196607"}

@inproceedings{bb201230,
        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#TT196608"}

@inproceedings{bb201231,
        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#TT196609"}

@inproceedings{bb201232,
        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#TT196610"}

@inproceedings{bb201233,
        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#TT196611"}

@inproceedings{bb201234,
        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#TT196612"}

@inproceedings{bb201235,
        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#TT196613"}

@inproceedings{bb201236,
        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#TT196614"}

@inproceedings{bb201237,
        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#TT196615"}

@inproceedings{bb201238,
        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#TT196616"}

@inproceedings{bb201239,
        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#TT196617"}

@inproceedings{bb201240,
        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#TT196618"}

@article{bb201241,
        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#TT196619"}

@article{bb201242,
        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#TT196620"}

@article{bb201243,
        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#TT196621"}

@article{bb201244,
        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#TT196622"}

@article{bb201245,
        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#TT196623"}

@article{bb201246,
        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#TT196624"}

@article{bb201247,
        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#TT196625"}

@inproceedings{bb201248,
        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#TT196626"}

@article{bb201249,
        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#TT196627"}

@article{bb201250,
        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#TT196628"}

@article{bb201251,
        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#TT196629"}

@article{bb201252,
        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#TT196630"}

@article{bb201253,
        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#TT196631"}

@article{bb201254,
        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#TT196632"}

@article{bb201255,
        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#TT196633"}

@article{bb201256,
        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#TT196634"}

@article{bb201257,
        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#TT196635"}

@inproceedings{bb201258,
        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#TT196636"}

@inproceedings{bb201259,
        AUTHOR = "Tran, N.Q. and Vo, B.N. and Phung, D. and Vo, B.T.",
        TITLE = "Clustering for point pattern data",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "3174-3179",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730nov3.html#TT196637"}

@article{bb201260,
        AUTHOR = "Mohammadi Ghazi, R. and Marzouk, Y.M. and Buyukozturk, O.",
        TITLE = "Conditional classifiers and boosted conditional Gaussian mixture
model for novelty detection",
        JOURNAL = PR,
        VOLUME = "81",
        YEAR = "2018",
        PAGES = "601-614",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730nov3.html#TT196638"}

@article{bb201261,
        AUTHOR = "Zhang, Y.Y. and Gong, Y.X. and Zhu, H.G. and Bai, X. and Tang, W.Z.",
        TITLE = "Multi-head enhanced self-attention network for novelty detection",
        JOURNAL = PR,
        VOLUME = "107",
        YEAR = "2020",
        PAGES = "107486",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730nov3.html#TT196639"}

@article{bb201262,
        AUTHOR = "Pang, G.S. and Shen, C.H. and Cao, L.B. and van den Hengel, A.J.",
        TITLE = "Deep Learning for Anomaly Detection: A Review",
        JOURNAL = Surveys,
        VOLUME = "54",
        YEAR = "2021",
        NUMBER = "2",
        MONTH = "March",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730nov3.html#TT196640"}

@inproceedings{bb201263,
        AUTHOR = "Smeu, S. and Burceanu, E. and Haller, E. and Nicolicioiu, A.L.",
        TITLE = "Robust Novelty Detection Through Style-Conscious Feature Ranking",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "7409-7418",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730nov3.html#TT196641"}

@inproceedings{bb201264,
        AUTHOR = "Palacios Alonso, M.A. and Escalante, H.J. and Sucar, L.E.",
        TITLE = "Perceptual and Pixel-Wise Information for Visual Novelty Detection",
        BOOKTITLE = MCPR21,
        YEAR = "2021",
        PAGES = "251-260",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730nov3.html#TT196642"}

@inproceedings{bb201265,
        AUTHOR = "Park, J. and Jung, Y.G. and Teoh, A.B.J.",
        TITLE = "Discriminative Multi -level Reconstruction under Compact Latent Space
for One-Class Novelty Detection",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "7095-7102",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730nov3.html#TT196643"}

@inproceedings{bb201266,
        AUTHOR = "Kwon, G. and Prabhushankar, M. and Temel, D. and Al Regib, G.",
        TITLE = "Novelty Detection Through Model-Based Characterization of Neural
Networks",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "3179-3183",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730nov3.html#TT196644"}

@inproceedings{bb201267,
        AUTHOR = "Oza, P. and Nguyen, H.V. and Patel, V.M.",
        TITLE = "Multiple Class Novelty Detection Under Data Distribution Shift",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "VII:432-449",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730nov3.html#TT196645"}

@inproceedings{bb201268,
        AUTHOR = "Oza, P. and Patel, V.M.",
        TITLE = "Utilizing Patch-level Category Activation Patterns for Multiple Class
Novelty Detection",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "X:421-437",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730nov3.html#TT196646"}

@inproceedings{bb201269,
        AUTHOR = "Bhattacharjee, S. and Mandal, D. and Biswas, S.",
        TITLE = "Multi-class Novelty Detection Using Mix-up Technique",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "1389-1398",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730nov3.html#TT196647"}

@inproceedings{bb201270,
        AUTHOR = "Abati, D. and Porrello, A. and Calderara, S. and Cucchiara, R.",
        TITLE = "Latent Space Autoregression for Novelty Detection",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "481-490",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730nov3.html#TT196648"}

@inproceedings{bb201271,
        AUTHOR = "Bhattacharjee, S. and Mudunuri, S.P. and Biswas, S.",
        TITLE = "Do I Know You? A Two-Stage Framework for Novelty Detection",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "2536-2540",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730nov3.html#TT196649"}

@inproceedings{bb201272,
        AUTHOR = "Bhattacharjee, S. and Mandal, D. and Biswas, S.",
        TITLE = "Autoencoder based novelty detection for generalized zero shot
learning",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "3646-3650",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730nov3.html#TT196650"}

@inproceedings{bb201273,
        AUTHOR = "Perera, P. and Nallapati, R. and Xiang, B.",
        TITLE = "OCGAN: One-Class Novelty Detection Using GANs With Constrained Latent
Representations",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "2893-2901",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730nov3.html#TT196651"}

@inproceedings{bb201274,
        AUTHOR = "Park, S.H. and Tack, J. and Heo, B. and Ha, J.W. and Shin, J.",
        TITLE = "K-centered Patch Sampling for Efficient Video Recognition",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXXV:160-176",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730nov3.html#TT196652"}

@inproceedings{bb201275,
        AUTHOR = "Lee, K. and Lee, K. and Min, K. and Zhang, Y.T. and Shin, J. and Lee, H.L.",
        TITLE = "Hierarchical Novelty Detection for Visual Object Recognition",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "1034-1042",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730nov3.html#TT196653"}

@inproceedings{bb201276,
        AUTHOR = "Aitchison, M. and Green, R.",
        TITLE = "Novelty Detection in Thermal Video",
        BOOKTITLE = IVCNZ18,
        YEAR = "2018",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730nov3.html#TT196654"}

@inproceedings{bb201277,
        AUTHOR = "Schultheiss, A. and Kading, C. and Freytag, A. and Denzler, J.",
        TITLE = "Finding the Unknown: Novelty Detection with Extreme Value Signatures of
Deep Neural Activations",
        BOOKTITLE = GCPR17,
        YEAR = "2017",
        PAGES = "226-238",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730nov3.html#TT196655"}

@inproceedings{bb201278,
        AUTHOR = "Bodesheim, P. and Freytag, A. and Rodner, E. and Denzler, J.",
        TITLE = "Local Novelty Detection in Multi-class Recognition Problems",
        BOOKTITLE = WACV15,
        YEAR = "2015",
        PAGES = "813-820",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730nov3.html#TT196656"}

@inproceedings{bb201279,
        AUTHOR = "Bodesheim, P. and Freytag, A. and Rodner, E. and Kemmler, M. and Denzler, J.",
        TITLE = "Kernel Null Space Methods for Novelty Detection",
        BOOKTITLE = CVPR13,
        YEAR = "2013",
        PAGES = "3374-3381",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730nov3.html#TT196657"}

@article{bb201280,
        AUTHOR = "Rohr, K.",
        TITLE = "Towards Model-Based Recognition of Human Movements in Image Sequences",
        JOURNAL = CVGIP,
        VOLUME = "59",
        YEAR = "1994",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "94-115",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730.html#TT196658"}

@inproceedings{bb201281,
        AUTHOR = "Rohr, K.",
        TITLE = "Incremental Recognition of Pedestrians from Image Sequences",
        BOOKTITLE = CVPR93,
        YEAR = "1993",
        PAGES = "8-13",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730.html#TT196659"}

@inproceedings{bb201282,
        AUTHOR = "Rohr, K.",
        TITLE = "Recognition of Human Movements Based on Explicit Motion Models",
        BOOKTITLE = MBR97,
        YEAR = "1997",
        PAGES = "Chapter 8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730.html#TT196660"}

@article{bb201283,
        AUTHOR = "Chiu, C.Y. and Chao, S.P. and Wu, M.Y. and Yang, S.N. and Lin, H.C.",
        TITLE = "Content-based retrieval for human motion data",
        JOURNAL = JVCIR,
        VOLUME = "15",
        YEAR = "2004",
        NUMBER = "3",
        MONTH = "September",
        PAGES = "446-466",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730.html#TT196661"}

@article{bb201284,
        AUTHOR = "Rahman, M.M. and Ishikawa, S.",
        TITLE = "Human motion recognition using an eigenspace",
        JOURNAL = PRL,
        VOLUME = "26",
        YEAR = "2005",
        NUMBER = "6",
        MONTH = "May",
        PAGES = "687-697",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730.html#TT196662"}

@inproceedings{bb201285,
        AUTHOR = "Rahman, M.M. and Ishikawa, S.",
        TITLE = "Robust appearance-based human action recognition",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "III: 165-168",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730.html#TT196663"}

@inproceedings{bb201286,
        AUTHOR = "Rahman, M.M. and Ishikawa, S.",
        TITLE = "Appearance-based representation and recognition of human motions",
        BOOKTITLE = "CRA03",
        YEAR = "2003",
        PAGES = "I: 1410-1415",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730.html#TT196664"}

@inproceedings{bb201287,
        AUTHOR = "Eftakhar, S.M.A. and Tan, J.K. and Kim, H. and Ishikawa, S.",
        TITLE = "Recognizing human motions from surrounding viewpoints employing
hierarchical eigenspaces",
        BOOKTITLE = ICARCV10,
        YEAR = "2010",
        PAGES = "2179-2184",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730.html#TT196665"}

@inproceedings{bb201288,
        AUTHOR = "Rahman, M.M. and Nakamura, K. and Ishikawa, S.",
        TITLE = "Recognizing human behavior using universal eigenspace",
        BOOKTITLE = ICPR02,
        YEAR = "2002",
        PAGES = "I: 295-298",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730.html#TT196666"}

@inproceedings{bb201289,
        AUTHOR = "Rahman, M.M. and Robles Kelly, A.",
        TITLE = "A Tuned Eigenspace Technique for Articulated Motion Recognition",
        BOOKTITLE = ECCV06,
        YEAR = "2006",
        PAGES = "I: 174-185",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730.html#TT196667"}

@book{bb201290,
        AUTHOR = "Muller, M.",
        TITLE = "Information Retrieval for Music and Motion",
        PUBLISHER = "Springer",
        YEAR = "2007",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730.html#TT196668"}

@book{bb201291,
        AUTHOR = "Rosenhahn, B. and Klette, R. and Metaxas, D.N.",
        TITLE = "Human Motion Understanding, Modelling, Capture, and Animation",
        PUBLISHER = "Springer",
        YEAR = "2008",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730.html#TT196669"}

@string{HumMotBook08 = "Human Motion Understanding, Modelling, Capture, and Animation"}

@article{bb201293,
        AUTHOR = "Jang, W.S. and Lee, W.K. and Lee, I.K. and Lee, J.H.",
        TITLE = "Enriching a motion database by analogous combination of partial human
motions",
        JOURNAL = VC,
        VOLUME = "24",
        YEAR = "2008",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730.html#TT196670"}

@article{bb201294,
        AUTHOR = "Yang, J.Y. and Wang, J.S. and Chen, Y.P.",
        TITLE = "Using acceleration measurements for activity recognition:
An effective learning algorithm for constructing neural classifiers",
        JOURNAL = PRL,
        VOLUME = "29",
        YEAR = "2008",
        NUMBER = "16",
        MONTH = "December",
        PAGES = "2213-2220",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730.html#TT196671"}

@article{bb201295,
        AUTHOR = "Albanese, M. and Chellappa, R. and Cuntoor, N. and Moscato, V. and Picariello, A. and Subrahmanian, V.S. and Udrea, O.",
        TITLE = "PADS: A Probabilistic Activity Detection Framework for Video Data",
        JOURNAL = PAMI,
        VOLUME = "32",
        YEAR = "2010",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2246-2261",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730.html#TT196672"}

@article{bb201296,
        AUTHOR = "Albanese, M. and Chellappa, R. and Moscato, V. and Picariello, A. and Subrahmanian, V.S. and Turaga, P.K. and Udrea, O.",
        TITLE = "A Constrained Probabilistic Petri Net Framework for Human Activity
Detection in Video",
        JOURNAL = MultMed,
        VOLUME = "10",
        YEAR = "2008",
        NUMBER = "6",
        MONTH = "October",
        PAGES = "982-996",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730.html#TT196673"}

@article{bb201297,
        AUTHOR = "Bodor, R. and Drenner, A. and Fehr, D. and Masoud, O.T. and Papanikolopoulos, N.P.",
        TITLE = "View-independent human motion classification using image-based
reconstruction",
        JOURNAL = IVC,
        VOLUME = "27",
        YEAR = "2009",
        NUMBER = "8",
        MONTH = "July",
        PAGES = "1194-1206",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730.html#TT196674"}

@article{bb201298,
        AUTHOR = "Cao, D.W. and Masoud, O.T. and Boley, D. and Papanikolopoulos, N.P.",
        TITLE = "Human motion recognition using support vector machines",
        JOURNAL = CVIU,
        VOLUME = "113",
        YEAR = "2009",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1064-1075,",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730.html#TT196675"}

@article{bb201299,
        AUTHOR = "Gonzalez, J. and Rowe, D. and Varona, J. and Roca, F.X.",
        TITLE = "Understanding dynamic scenes based on human sequence evaluation",
        JOURNAL = IVC,
        VOLUME = "27",
        YEAR = "2009",
        NUMBER = "10",
        MONTH = "September",
        PAGES = "1433-1444",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730.html#TT196676"}

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