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        AUTHOR = "Zhang, T. and Liu, L. and Wiliem, A. and Lovell, B.C.",
        TITLE = "Is alice chasing or being chased?: Determining subject and object of
activities in videos",
        BOOKTITLE = WACV16,
        YEAR = "2016",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184746"}

@inproceedings{bb189301,
        AUTHOR = "Srivastava, S. and Delp, E.J.",
        TITLE = "Standoff video analysis for the detection of security anomalies in
vehicles",
        BOOKTITLE = AIPR10,
        YEAR = "2010",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184747"}

@inproceedings{bb189302,
        AUTHOR = "Wang, C. and Liu, H.",
        TITLE = "Unusual events detection based on multi-dictionary sparse
representation using kinect",
        BOOKTITLE = ICIP13,
        YEAR = "2013",
        PAGES = "2968-2972",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184748"}

@inproceedings{bb189303,
        AUTHOR = "Yuan, F. and Tang, C. and Tian, S. and Hao, H.W.",
        TITLE = "A Framework for Quick and Accurate Access of Interesting Visual Events
in Surveillance Videos",
        BOOKTITLE = ISVC13,
        YEAR = "2013",
        PAGES = "II:168-177",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184749"}

@inproceedings{bb189304,
        AUTHOR = "Lin, C.C. and Pankanti, S. and Smith, J.",
        TITLE = "Accurate coverage summarization of UAV videos",
        BOOKTITLE = AIPR14,
        YEAR = "2014",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184750"}

@inproceedings{bb189305,
        AUTHOR = "Trinh, H. and Li, J. and Miyazawa, S. and Moreno, J. and Pankanti, S.",
        TITLE = "Efficient UAV video event summarization",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "2226-2229",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184751"}

@inproceedings{bb189306,
        AUTHOR = "Nguyen, T.V. and Phung, D.Q. and Rana, S. and Pham, D.S. and Venkatesh, S.",
        TITLE = "Multi-modal abnormality detection in video with unknown data
segmentation",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "1322-1325",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184752"}

@inproceedings{bb189307,
        AUTHOR = "Feng, J. and Zhang, C. and Hao, P.W.",
        TITLE = "Online anomaly detection in videos by clustering dynamic exemplars",
        BOOKTITLE = ICIP12,
        YEAR = "2012",
        PAGES = "3097-3100",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184753"}

@inproceedings{bb189308,
        AUTHOR = "Tao, Y. and Chen, Y.Z. and Lin, W.Y. and Han, X.T. and Li, H.X. and Lu, Z.",
        TITLE = "A patch-based framework for detecting abnormal activities with a PTZ
camera",
        BOOKTITLE = VCIP12,
        YEAR = "2012",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184754"}

@inproceedings{bb189309,
        AUTHOR = "Wang, T. and Snoussi, H.",
        TITLE = "Histograms of optical flow orientation for abnormal events detection",
        BOOKTITLE = PETS13,
        YEAR = "2013",
        PAGES = "45-52",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184755"}

@inproceedings{bb189310,
        AUTHOR = "Wang, T. and Snoussi, H.",
        TITLE = "Histograms of Optical Flow Orientation for Visual Abnormal Events
Detection",
        BOOKTITLE = AVSS12,
        YEAR = "2012",
        PAGES = "13-18",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184756"}

@inproceedings{bb189311,
        AUTHOR = "Ito, Y. and Kitani, K.M. and Bagnell, J.A. and Hebert, M.",
        TITLE = "Detecting Interesting Events Using Unsupervised Density Ratio
Estimation",
        BOOKTITLE = ARTEMIS12,
        YEAR = "2012",
        PAGES = "III: 151-161",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184757"}

@inproceedings{bb189312,
        AUTHOR = "Antic, B. and Milbich, T. and Ommer, B.",
        TITLE = "Less Is More: Video Trimming for Action Recognition",
        BOOKTITLE = HACI13,
        YEAR = "2013",
        PAGES = "515-521",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184758"}

@inproceedings{bb189313,
        AUTHOR = "Hommes, S. and State, R. and Zinnen, A. and Engel, T.",
        TITLE = "Detection of abnormal behaviour in a surveillance environment using
control charts",
        BOOKTITLE = AVSBS11,
        YEAR = "2011",
        PAGES = "113-118",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184759"}

@inproceedings{bb189314,
        AUTHOR = "Chang, H.J. and Kim, J. and Cho, J.C. and Oh, S.H. and Yi, K. and Choi, J.Y.",
        TITLE = "Action Chart: A Representation for Efficient Recognition of Complex
Activity",
        BOOKTITLE = BMVC13,
        YEAR = "2013",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184760"}

@inproceedings{bb189315,
        AUTHOR = "Rolland, P. and Krebs, W.K. and Burger, A.",
        TITLE = "Naturalistic data sets for image and behavior analysis:
'normal' versus 'anomalous' events",
        BOOKTITLE = AVSBS11,
        YEAR = "2011",
        PAGES = "325-330",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184761"}

@inproceedings{bb189316,
        AUTHOR = "Emonet, R. and Varadarajan, J. and Odobez, J.M.",
        TITLE = "Multi-camera open space human activity discovery for anomaly detection",
        BOOKTITLE = AVSBS11,
        YEAR = "2011",
        PAGES = "218-223",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184762"}

@inproceedings{bb189317,
        AUTHOR = "Jouneau, E. and Carincotte, C.",
        TITLE = "Particle-based tracking model for automatic anomaly detection",
        BOOKTITLE = ICIP11,
        YEAR = "2011",
        PAGES = "513-516",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184763"}

@inproceedings{bb189318,
        AUTHOR = "Jouneau, E. and Carincotte, C.",
        TITLE = "Mono versus Multi-view tracking-based model for automatic scene
activity modeling and anomaly detection",
        BOOKTITLE = AVSBS11,
        YEAR = "2011",
        PAGES = "95-100",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184764"}

@inproceedings{bb189319,
        AUTHOR = "Bouttefroy, P.L.M. and Beghdadi, A. and Bouzerdoum, A. and Phung, S.L.",
        TITLE = "Markov random fields for abnormal behavior detection on highways",
        BOOKTITLE = EUVIP10,
        YEAR = "2010",
        PAGES = "149-154",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184765"}

@inproceedings{bb189320,
        AUTHOR = "Cho, S.H. and Kang, H.B.",
        TITLE = "Panoramic Background Generation and Abnormal Behavior Detection in PTZ
Camera Networks",
        BOOKTITLE = ISVC11,
        YEAR = "2011",
        PAGES = "I: 748-757",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184766"}

@inproceedings{bb189321,
        AUTHOR = "Holzer, P. and Pinz, A.",
        TITLE = "Mobile Surveillance by 3D-Outlier Analysis",
        BOOKTITLE = VS10,
        YEAR = "2010",
        PAGES = "195-204",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184767"}

@inproceedings{bb189322,
        AUTHOR = "Aghazadeh, O. and Sullivan, J. and Carlsson, S.",
        TITLE = "Novelty detection from an ego-centric perspective",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
        PAGES = "3297-3304",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184768"}

@inproceedings{bb189323,
        AUTHOR = "Cui, X.Y. and Liu, Q.S. and Gao, M.C. and Metaxas, D.N.",
        TITLE = "Abnormal detection using interaction energy potentials",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
        PAGES = "3161-3167",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184769"}

@inproceedings{bb189324,
        AUTHOR = "Li, L.J. and Zhu, J. and Su, H. and Xing, E.P. and Fei Fei, L.",
        TITLE = "Multi-Level Structured Image Coding on High-Dimensional Image
Representation",
        BOOKTITLE = ACCV12,
        YEAR = "2012",
        PAGES = "II:147-161",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184770"}

@inproceedings{bb189325,
        AUTHOR = "Zhao, B. and Fei Fei, L. and Xing, E.P.",
        TITLE = "Online detection of unusual events in videos via dynamic sparse coding",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
        PAGES = "3313-3320",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184771"}

@inproceedings{bb189326,
        AUTHOR = "Al Khateeb, H. and Petrou, M.",
        TITLE = "An extended fuzzy SOM for anomalous behaviour detection",
        BOOKTITLE = CVCG11,
        YEAR = "2011",
        PAGES = "31-36",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184772"}

@inproceedings{bb189327,
        AUTHOR = "Hendel, A. and Weinshall, D. and Peleg, S.",
        TITLE = "Identifying Surprising Events in Videos Using Bayesian Topic Models",
        BOOKTITLE = ACCV10,
        YEAR = "2010",
        PAGES = "III: 448-459",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184773"}

@inproceedings{bb189328,
        AUTHOR = "Barr, J.R. and Bowyer, K.W. and Flynn, P.J.",
        TITLE = "Detecting questionable observers using face track clustering",
        BOOKTITLE = WACV11,
        YEAR = "2011",
        PAGES = "182-189",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184774"}

@inproceedings{bb189329,
        AUTHOR = "Petras, I. and Beleznai, C. and Dedeoglu, Y. and Pardas, M. and Kovacs, L. and Szlavik, Z. and Havasi, L. and Sziranyi, T. and Toreyin, B.U. and Gudukbay, U. and Cetin, A.E. and Canton Ferrer, C.",
        TITLE = "Flexible test-bed for unusual behavior detection",
        BOOKTITLE = CIVR07,
        YEAR = "2007",
        PAGES = "105-108",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184775"}

@inproceedings{bb189330,
        AUTHOR = "Chang, C.W. and Yang, T.H. and Tsao, Y.Y.",
        TITLE = "Abnormal Spatial Event Detection and Video Content Searching in a
Multi-Camera Surveillance System",
        BOOKTITLE = MVA09,
        YEAR = "2009",
        PAGES = "170-",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184776"}

@inproceedings{bb189331,
        AUTHOR = "Shi, Y.H. and Gao, Y. and Wang, R.",
        TITLE = "Real-Time Abnormal Event Detection in Complicated Scenes",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "3653-3656",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184777"}

@inproceedings{bb189332,
        AUTHOR = "Yuen, J. and Torralba, A.B.",
        TITLE = "A Data-Driven Approach for Event Prediction",
        BOOKTITLE = ECCV10,
        YEAR = "2010",
        PAGES = "II: 707-720",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184778"}

@inproceedings{bb189333,
        AUTHOR = "Zaharescu, A. and Wildes, R.P.",
        TITLE = "Spatiotemporal Salience via Centre-Surround Comparison of Visual
Spacetime Orientations",
        BOOKTITLE = ACCV12,
        YEAR = "2012",
        PAGES = "III:533-546",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184779"}

@inproceedings{bb189334,
        AUTHOR = "Zaharescu, A. and Wildes, R.P.",
        TITLE = "Anomalous Behaviour Detection Using Spatiotemporal Oriented Energies,
Subset Inclusion Histogram Comparison and Event-Driven Processing",
        BOOKTITLE = ECCV10,
        YEAR = "2010",
        PAGES = "I: 563-576",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184780"}

@inproceedings{bb189335,
        AUTHOR = "Breitenstein, M.D. and Grabner, H. and Van Gool, L.J.",
        TITLE = "Hunting Nessie: Real-time abnormality detection from webcams",
        BOOKTITLE = VS09,
        YEAR = "2009",
        PAGES = "1243-1250",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184781"}

@inproceedings{bb189336,
        AUTHOR = "Li, J. and Gong, S.G. and Xiang, T.",
        TITLE = "On-the-fly global activity prediction and anomaly detection",
        BOOKTITLE = VS09,
        YEAR = "2009",
        PAGES = "1330-1337",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184782"}

@inproceedings{bb189337,
        AUTHOR = "Nater, F. and Grabner, H. and Jaeggli, T. and Van Gool, L.J.",
        TITLE = "Tracker trees for unusual event detection",
        BOOKTITLE = VS09,
        YEAR = "2009",
        PAGES = "1113-1120",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184783"}

@inproceedings{bb189338,
        AUTHOR = "Matilainen, M. and Barnard, M. and Silven, O.",
        TITLE = "Unusual Activity Recognition in Noisy Environments",
        BOOKTITLE = ACIVS09,
        YEAR = "2009",
        PAGES = "389-399",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184784"}

@inproceedings{bb189339,
        AUTHOR = "Zutis, K. and Hoey, J.",
        TITLE = "Who's Counting? Real-Time Blackjack Monitoring for Card Counting
Detection",
        BOOKTITLE = CVS09,
        YEAR = "2009",
        PAGES = "354-363",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184785"}

@inproceedings{bb189340,
        AUTHOR = "Ivanov, I. and DuFaux, F. and Ha, T.M. and Ebrahimi, T.",
        TITLE = "Towards Generic Detection of Unusual Events in Video Surveillance",
        BOOKTITLE = AVSBS09,
        YEAR = "2009",
        PAGES = "61-66",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184786"}

@inproceedings{bb189341,
        AUTHOR = "Kim, J. and Grauman, K.",
        TITLE = "Observe locally, infer globally: A space-time MRF for detecting
abnormal activities with incremental updates",
        BOOKTITLE = CVPR09,
        YEAR = "2009",
        PAGES = "2921-2928",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184787"}

@inproceedings{bb189342,
        AUTHOR = "Yu, T.H. and Moon, Y.S.",
        TITLE = "Unsupervised Abnormal Behavior Detection for Real-Time Surveillance
Using Observed History",
        BOOKTITLE = MVA09,
        YEAR = "2009",
        PAGES = "166-",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184788"}

@inproceedings{bb189343,
        AUTHOR = "Yu, T.H. and Moon, Y.S.",
        TITLE = "Unsupervised Real-Time Unusual Behavior Detection for
Biometric-Assisted Visual Surveillance",
        BOOKTITLE = ICB09,
        YEAR = "2009",
        PAGES = "1019-1029",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184789"}

@inproceedings{bb189344,
        AUTHOR = "Yin, J. and Meng, Y.",
        TITLE = "Abnormal Behavior Recognition Using Self-Adaptive Hidden Markov Models",
        BOOKTITLE = ICIAR09,
        YEAR = "2009",
        PAGES = "337-346",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184790"}

@inproceedings{bb189345,
        AUTHOR = "Reif, M. and Goldstein, M. and Stahl, A. and Breuel, T.M.",
        TITLE = "Anomaly detection by combining decision trees and parametric densities",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184791"}

@inproceedings{bb189346,
        AUTHOR = "Iwai, Y.",
        TITLE = "A Framework for Suspicious Action Detection with Mixture Distributions
of Action Primitives",
        BOOKTITLE = PSIVT09,
        YEAR = "2009",
        PAGES = "519-530",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184792"}

@inproceedings{bb189347,
        AUTHOR = "Zhou, J.Q. and Ntafos, S. and Prabhakaran, B.",
        TITLE = "Fault Detection Framework for Video Surveillance Systems",
        BOOKTITLE = AVSBS08,
        YEAR = "2008",
        PAGES = "219-226",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184793"}

@inproceedings{bb189348,
        AUTHOR = "Zou, X.T. and Bhanu, B.",
        TITLE = "Anomalous activity classification in the distributed camera network",
        BOOKTITLE = ICIP08,
        YEAR = "2008",
        PAGES = "781-784",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184794"}

@inproceedings{bb189349,
        AUTHOR = "Goshorn, R. and Goshorn, D. and Goshorn, J. and Goshorn, L.",
        TITLE = "Abnormal behavior-detection using sequential syntactical classification
in a network of clustered cameras",
        BOOKTITLE = ICDSC08,
        YEAR = "2008",
        PAGES = "1-10",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184795"}

@inproceedings{bb189350,
        AUTHOR = "Goshorn, R. and Goshorn, J. and Goshorn, D. and Aghajan, H.",
        TITLE = "Architecture for Cluster-Based Automated Surveillance Network for
Detecting and Tracking Multiple Persons",
        BOOKTITLE = ICDSC07,
        YEAR = "2007",
        PAGES = "219-226",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184796"}

@inproceedings{bb189351,
        AUTHOR = "Zelniker, E.E. and Gong, S.G. and Xiang, T.",
        TITLE = "Global Abnormal Behaviour Detection Using a Network of CCTV Cameras",
        BOOKTITLE = VS08,
        YEAR = "2008",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184797"}

@inproceedings{bb189352,
        AUTHOR = "Cardinaux, F. and Brownsell, S. and Hawley, M. and Bradley, D.",
        TITLE = "Modelling of Behavioural Patterns for Abnormality Detection in the
Context of Lifestyle Reassurance",
        BOOKTITLE = CIARP08,
        YEAR = "2008",
        PAGES = "243-25",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184798"}

@inproceedings{bb189353,
        AUTHOR = "Russell, D.M. and Gong, S.G.",
        TITLE = "Multi-layered Decomposition of Recurrent Scenes",
        BOOKTITLE = ECCV08,
        YEAR = "2008",
        PAGES = "III: 574-587",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184799"}

@inproceedings{bb189354,
        AUTHOR = "Russell, D.M. and Gong, S.G.",
        TITLE = "Exploiting Periodicity in Recurrent Scenes",
        BOOKTITLE = BMVC08,
        YEAR = "2008",
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@inproceedings{bb189355,
        AUTHOR = "Dickinson, P. and Hunter, A.",
        TITLE = "Using Inactivity to Detect Unusual behavior",
        BOOKTITLE = Motion08,
        YEAR = "2008",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184801"}

@inproceedings{bb189356,
        AUTHOR = "Pritch, Y. and Rav Acha, A. and Gutman, A. and Peleg, S.",
        TITLE = "Webcam Synopsis: Peeking Around the World",
        BOOKTITLE = ICCV07,
        YEAR = "2007",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184802"}

@inproceedings{bb189357,
        AUTHOR = "Reulke, R. and Meysel, F. and Bauer, S.",
        TITLE = "Situation Analysis and Atypical Event Detection with Multiple Cameras
and Multi-Object Tracking",
        BOOKTITLE = RobVis08,
        YEAR = "2008",
        PAGES = "234-247",
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@inproceedings{bb189358,
        AUTHOR = "Saglam, A. and Temizel, A.",
        TITLE = "Real-Time Adaptive Camera Tamper Detection for Video Surveillance",
        BOOKTITLE = AVSBS09,
        YEAR = "2009",
        PAGES = "430-435",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184804"}

@inproceedings{bb189359,
        AUTHOR = "Aksay, A. and Temizel, A. and Cetin, A.E.",
        TITLE = "Camera Tamper Detection Using Wavelet Analysis for Video Surveillance",
        BOOKTITLE = AVSBS07,
        YEAR = "2007",
        PAGES = "558-562",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184805"}

@inproceedings{bb189360,
        AUTHOR = "Izo, T. and Grimson, W.E.L.",
        TITLE = "Unsupervised Modeling of Object Tracks for Fast Anomaly Detection",
        BOOKTITLE = ICIP07,
        YEAR = "2007",
        PAGES = "IV: 529-532",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184806"}

@inproceedings{bb189361,
        AUTHOR = "Irani, M.",
        TITLE = "Seeing the Invisible and Predicting the Unexpected",
        BOOKTITLE = IbPRIA07,
        YEAR = "2007",
        PAGES = "I: 7-8",
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@inproceedings{bb189362,
        AUTHOR = "Salas, J. and Jimenez Hernandez, H. and Gonzalez Barbosa, J.J. and Hurtado Ramos, J.B. and Canchola, S.",
        TITLE = "A Double Layer Background Model to Detect Unusual Events",
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        YEAR = "2007",
        PAGES = "406-416",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184808"}

@inproceedings{bb189363,
        AUTHOR = "Cui, P. and Sun, L.F. and Liu, Z.Q. and Yang, S.Q.",
        TITLE = "A Sequential Monte Carlo Approach to Anomaly Detection in Tracking
Visual Events",
        BOOKTITLE = VS07,
        YEAR = "2007",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184809"}

@inproceedings{bb189364,
        AUTHOR = "O'Callaghan, R. and Haga, T.",
        TITLE = "Robust Change-Detection by Normalised Gradient-Correlation",
        BOOKTITLE = VS07,
        YEAR = "2007",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184810"}

@inproceedings{bb189365,
        AUTHOR = "Lin, D.T. and Liu, M.J.",
        TITLE = "Face Occlusion Detection for Automated Teller Machine Surveillance",
        BOOKTITLE = PSIVT06,
        YEAR = "2006",
        PAGES = "641-651",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184811"}

@inproceedings{bb189366,
        AUTHOR = "Branzan Albu, A. and Beugeling, T. and Virji Babul, N. and Beach, C.",
        TITLE = "Analysis of Irregularities in Human Actions with Volumetric Motion
History Images",
        BOOKTITLE = Motion07,
        YEAR = "2007",
        PAGES = "16-16",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184812"}

@inproceedings{bb189367,
        AUTHOR = "Gaucel, J.M. and Guillaume, M. and Bourennane, S.",
        TITLE = "Non Orthogonal Component Analysis: Application to Anomaly Detection",
        BOOKTITLE = ACIVS06,
        YEAR = "2006",
        PAGES = "1198-1209",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184813"}

@inproceedings{bb189368,
        AUTHOR = "Au, C.E. and Skaff, S. and Clark, J.J.",
        TITLE = "Anomaly Detection for Video Surveillance Applications",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "IV: 888-891",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184814"}

@inproceedings{bb189369,
        AUTHOR = "Zhou, H.N. and Kimber, D.",
        TITLE = "Unusual Event Detection via Multi-camera Video Mining",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "III: 1161-1166",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184815"}

@inproceedings{bb189370,
        AUTHOR = "Yu, E. and Aggarwal, J.K.",
        TITLE = "Human action recognition with extremities as semantic posture
representation",
        BOOKTITLE = SLAM09,
        YEAR = "2009",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184816"}

@inproceedings{bb189371,
        AUTHOR = "Yu, E. and Aggarwal, J.K.",
        TITLE = "Detection of stable contacts for human motion analysis",
        BOOKTITLE = VSSN06,
        YEAR = "2006",
        PAGES = "87-94",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184817"}

@inproceedings{bb189372,
        AUTHOR = "Yu, E. and Aggarwal, J.K.",
        TITLE = "Detection of Fence Climbing from Monocular Video",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "I: 375-378",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184818"}

@inproceedings{bb189373,
        AUTHOR = "Voorhies, R.C. and Elazary, L. and Itti, L.",
        TITLE = "Neuromorphic Bayesian Surprise for Far-Range Event Detection",
        BOOKTITLE = AVSS12,
        YEAR = "2012",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184819"}

@inproceedings{bb189374,
        AUTHOR = "Itti, L. and Baldi, P.",
        TITLE = "A Principled Approach to Detecting Surprising Events in Video",
        BOOKTITLE = CVPR05,
        YEAR = "2005",
        PAGES = "I: 631-637",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184820"}

@inproceedings{bb189375,
        AUTHOR = "Zhong, H. and Shi, J.B. and Visontai, M.",
        TITLE = "Detecting unusual activity in video",
        BOOKTITLE = CVPR04,
        YEAR = "2004",
        PAGES = "II: 819-826",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184821"}

@inproceedings{bb189376,
        AUTHOR = "Dee, H.M. and Hogg, D.C.",
        TITLE = "On the feasibility of using a cognitive model to filter surveillance
data",
        BOOKTITLE = AVSBS05,
        YEAR = "2005",
        PAGES = "34-39",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184822"}

@inproceedings{bb189377,
        AUTHOR = "Dee, H.M. and Hogg, D.C.",
        TITLE = "Detecting inexplicable behaviour",
        BOOKTITLE = BMVC04,
        YEAR = "2004",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184823"}

@inproceedings{bb189378,
        AUTHOR = "Chan, M.T. and Hoogs, A.J. and Bhotika, R. and Perera, A. and Schmiederer, J. and Doretto, G.",
        TITLE = "Joint Recognition of Complex Events and Track Matching",
        BOOKTITLE = CVPR06,
        YEAR = "2006",
        PAGES = "II: 1615-1622",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184824"}

@inproceedings{bb189379,
        AUTHOR = "Chan, M.T. and Hoogs, A.J. and Sun, Z.H. and Schmiederer, J. and Bhotika, R. and Doretto, G.",
        TITLE = "Event Recognition with Fragmented Object Tracks",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "I: 412-416",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184825"}

@inproceedings{bb189380,
        AUTHOR = "Chan, M.T. and Hoogs, A.J. and Schmiederer, J. and Petersen, M.",
        TITLE = "Detecting rare events in video using semantic primitives with HMM",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "IV: 150-154",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184826"}

@inproceedings{bb189381,
        AUTHOR = "Zhong, H. and Shi, J.B.",
        TITLE = "Finding (Un)Usual Events in Video",
        BOOKTITLE = CMU-RI-TR,
        YEAR = "2003",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184827"}

@inproceedings{bb189382,
        AUTHOR = "Mori, H. and Ishiguro, H. and Kotani, S. and Yasutomi, S. and Chino, Y.",
        TITLE = "A mobile robot strategy applied to Harunobu-4",
        BOOKTITLE = ICPR88,
        YEAR = "1988",
        PAGES = "I: 525-530",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT184828"}

@article{bb189383,
        AUTHOR = "Tran, D. and Yuan, J.S. and Forsyth, D.A.",
        TITLE = "Video Event Detection:
From Subvolume Localization to Spatiotemporal Path Search",
        JOURNAL = PAMI,
        VOLUME = "36",
        YEAR = "2014",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "404-416",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730anlo5.html#TT184829"}

@inproceedings{bb189384,
        AUTHOR = "Tran, D. and Forsyth, D.A.",
        TITLE = "Optimal spatio-temporal path discovery for video event detection",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
        PAGES = "3321-3328",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730anlo5.html#TT184830"}

@inproceedings{bb189385,
        AUTHOR = "Yan, X.C. and Yuan, J.S. and Liang, H.",
        TITLE = "Efficient Online Spatio-Temporal Filtering for Video Event Detection",
        BOOKTITLE = VECTaR14,
        YEAR = "2014",
        PAGES = "769-785",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730anlo5.html#TT184831"}

@article{bb189386,
        AUTHOR = "Jiang, F. and Yuan, J.S. and Tsaftaris, S.A. and Katsaggelos, A.K.",
        TITLE = "Anomalous video event detection using spatiotemporal context",
        JOURNAL = CVIU,
        VOLUME = "115",
        YEAR = "2011",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "323-333",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730anlo5.html#TT184832"}

@inproceedings{bb189387,
        AUTHOR = "Jiang, F. and Yuan, J.S. and Tsaftaris, S.A. and Katsaggelos, A.K.",
        TITLE = "Video anomaly detection in spatiotemporal context",
        BOOKTITLE = ICIP10,
        YEAR = "2010",
        PAGES = "705-708",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730anlo5.html#TT184833"}

@article{bb189388,
        AUTHOR = "Chang, Y.P. and Tu, Z.G. and Xie, W. and Luo, B. and Zhang, S.F. and Sui, H.G. and Yuan, J.S.",
        TITLE = "Video anomaly detection with spatio-temporal dissociation",
        JOURNAL = PR,
        VOLUME = "122",
        YEAR = "2022",
        PAGES = "108213",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730anlo5.html#TT184834"}

@article{bb189389,
        AUTHOR = "Bertini, M. and del Bimbo, A. and Seidenari, L.",
        TITLE = "Multi-scale and real-time non-parametric approach for anomaly detection
and localization",
        JOURNAL = CVIU,
        VOLUME = "116",
        YEAR = "2012",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "320-329",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730anlo5.html#TT184835"}

@inproceedings{bb189390,
        AUTHOR = "Seidenari, L. and Bertini, M. and del Bimbo, A.",
        TITLE = "Dense spatio-temporal features for non-parametric anomaly detection and
localization",
        BOOKTITLE = ARTEMIS10,
        YEAR = "2010",
        PAGES = "27-32",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730anlo5.html#TT184836"}

@article{bb189391,
        AUTHOR = "Liu, K.W. and Wan, J.H. and Han, Z.Z.",
        TITLE = "Abnormal event detection and localization using level set based on
hybrid features",
        JOURNAL = SIViP,
        VOLUME = "12",
        YEAR = "2018",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "255-261",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730anlo5.html#TT184837"}

@article{bb189392,
        AUTHOR = "Ratre, A. and Pankajakshan, V.",
        TITLE = "Tucker tensor decomposition-based tracking and Gaussian mixture model
for anomaly localisation and detection in surveillance videos",
        JOURNAL = IET-CV,
        VOLUME = "12",
        YEAR = "2018",
        NUMBER = "6",
        MONTH = "September",
        PAGES = "933-940",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730anlo5.html#TT184838"}

@article{bb189393,
        AUTHOR = "Zhang, X.F. and Yang, S. and Zhang, J.L. and Zhang, W.S.",
        TITLE = "Video anomaly detection and localization using motion-field shape
description and homogeneity testing",
        JOURNAL = PR,
        VOLUME = "105",
        YEAR = "2020",
        PAGES = "107394",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730anlo5.html#TT184839"}

@article{bb189394,
        AUTHOR = "Guo, J. and Zheng, P. and Huang, J.",
        TITLE = "Efficient Privacy-Preserving Anomaly Detection and Localization in
Bitstream Video",
        JOURNAL = CirSysVideo,
        VOLUME = "30",
        YEAR = "2020",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "3268-3281",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730anlo5.html#TT184840"}

@article{bb189395,
        AUTHOR = "Lv, H. and Zhou, C.W. and Cui, Z. and Xu, C.Y. and Li, Y. and Yang, J.",
        TITLE = "Localizing Anomalies From Weakly-Labeled Videos",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "4505-4515",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730anlo5.html#TT184841"}

@article{bb189396,
        AUTHOR = "Huang, C.Q. and Xu, Q. and Wang, Y.F. and Wang, Y. and Zhang, Y.",
        TITLE = "Self-Supervised Masking for Unsupervised Anomaly Detection and
Localization",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "4426-4438",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730anlo5.html#TT184842"}

@article{bb189397,
        AUTHOR = "Cao, Y.K. and Xu, X.H. and Sun, C. and Gao, L. and Shen, W.M.",
        TITLE = "BiaS: Incorporating Biased Knowledge to Boost Unsupervised Image
Anomaly Localization",
        JOURNAL = SMCS,
        VOLUME = "54",
        YEAR = "2024",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2342-2353",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730anlo5.html#TT184843"}

@inproceedings{bb189398,
        AUTHOR = "He, H. and Erfani, S. and Gong, M.M. and Ke, Q.H.",
        TITLE = "Learning Transferable Representations for Image Anomaly Localization
Using Dense Pretraining",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "1102-1111",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730anlo5.html#TT184844"}

@inproceedings{bb189399,
        AUTHOR = "Nizan, O. and Tal, A.",
        TITLE = "k-NNN: Nearest Neighbors of Neighbors for Anomaly Detection",
        BOOKTITLE = Anomaly24,
        YEAR = "2024",
        PAGES = "1005-1014",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730anlo5.html#TT184845"}

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