@inproceedings{bb196800,
        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#TT192190"}

@inproceedings{bb196801,
        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#TT192191"}

@inproceedings{bb196802,
        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#TT192192"}

@inproceedings{bb196803,
        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#TT192193"}

@inproceedings{bb196804,
        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#TT192194"}

@inproceedings{bb196805,
        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#TT192195"}

@inproceedings{bb196806,
        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#TT192196"}

@inproceedings{bb196807,
        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#TT192197"}

@inproceedings{bb196808,
        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#TT192198"}

@inproceedings{bb196809,
        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#TT192199"}

@inproceedings{bb196810,
        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#TT192200"}

@inproceedings{bb196811,
        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#TT192201"}

@inproceedings{bb196812,
        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#TT192202"}

@inproceedings{bb196813,
        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#TT192203"}

@inproceedings{bb196814,
        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#TT192204"}

@inproceedings{bb196815,
        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#TT192205"}

@inproceedings{bb196816,
        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#TT192206"}

@inproceedings{bb196817,
        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#TT192207"}

@inproceedings{bb196818,
        AUTHOR = "Russell, D.M. and Gong, S.G.",
        TITLE = "Exploiting Periodicity in Recurrent Scenes",
        BOOKTITLE = BMVC08,
        YEAR = "2008",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT192208"}

@inproceedings{bb196819,
        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#TT192209"}

@inproceedings{bb196820,
        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#TT192210"}

@inproceedings{bb196821,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT192211"}

@inproceedings{bb196822,
        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#TT192212"}

@inproceedings{bb196823,
        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#TT192213"}

@inproceedings{bb196824,
        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#TT192214"}

@inproceedings{bb196825,
        AUTHOR = "Irani, M.",
        TITLE = "Seeing the Invisible and Predicting the Unexpected",
        BOOKTITLE = IbPRIA07,
        YEAR = "2007",
        PAGES = "I: 7-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT192215"}

@inproceedings{bb196826,
        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",
        BOOKTITLE = ACIVS07,
        YEAR = "2007",
        PAGES = "406-416",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT192216"}

@inproceedings{bb196827,
        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#TT192217"}

@inproceedings{bb196828,
        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#TT192218"}

@inproceedings{bb196829,
        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#TT192219"}

@inproceedings{bb196830,
        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#TT192220"}

@inproceedings{bb196831,
        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#TT192221"}

@inproceedings{bb196832,
        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#TT192222"}

@inproceedings{bb196833,
        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#TT192223"}

@inproceedings{bb196834,
        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#TT192224"}

@inproceedings{bb196835,
        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#TT192225"}

@inproceedings{bb196836,
        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#TT192226"}

@inproceedings{bb196837,
        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#TT192227"}

@inproceedings{bb196838,
        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#TT192228"}

@inproceedings{bb196839,
        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#TT192229"}

@inproceedings{bb196840,
        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#TT192230"}

@inproceedings{bb196841,
        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#TT192231"}

@inproceedings{bb196842,
        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#TT192232"}

@inproceedings{bb196843,
        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#TT192233"}

@inproceedings{bb196844,
        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#TT192234"}

@inproceedings{bb196845,
        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#TT192235"}

@inproceedings{bb196846,
        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#TT192236"}

@article{bb196847,
        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#TT192237"}

@inproceedings{bb196848,
        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#TT192238"}

@inproceedings{bb196849,
        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#TT192239"}

@article{bb196850,
        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#TT192240"}

@inproceedings{bb196851,
        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#TT192241"}

@article{bb196852,
        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#TT192242"}

@article{bb196853,
        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#TT192243"}

@inproceedings{bb196854,
        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#TT192244"}

@article{bb196855,
        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#TT192245"}

@article{bb196856,
        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#TT192246"}

@article{bb196857,
        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#TT192247"}

@article{bb196858,
        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#TT192248"}

@article{bb196859,
        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#TT192249"}

@article{bb196860,
        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#TT192250"}

@article{bb196861,
        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#TT192251"}

@article{bb196862,
        AUTHOR = "Singh, R. and Sharma, A.",
        TITLE = "STAD-ConvBi-LSTM: Spatio-temporal attention-based deep convolutional
Bi-LSTM framework for abnormal activity recognition",
        JOURNAL = JVCIR,
        VOLUME = "110",
        YEAR = "2025",
        PAGES = "104465",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730anlo5.html#TT192252"}

@article{bb196863,
        AUTHOR = "Ahmadian, A. and Lindsten, F.",
        TITLE = "Improved Contrastive Predictive Coding for Time Series
Out-Of-Distribution Detection Applied to Human Activity Data",
        JOURNAL = PRL,
        VOLUME = "197",
        YEAR = "2025",
        PAGES = "132-138",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730anlo5.html#TT192253"}

@inproceedings{bb196864,
        AUTHOR = "Kumar, K. and Chakraborty, S. and Mahapatra, D. and Bozorgtabar, B. and Roy, S.",
        TITLE = "Self-Supervised Anomaly Segmentation via Diffusion Models with
Dynamic Transformer UNet",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "7928-7938",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730anlo5.html#TT192254"}

@inproceedings{bb196865,
        AUTHOR = "Wang, Y.Z. and Peng, K.C. and Fu, Y.",
        TITLE = "Towards Zero-shot 3D Anomaly Localization",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "1447-1456",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730anlo5.html#TT192255"}

@inproceedings{bb196866,
        AUTHOR = "Ma, W.X. and Yao, Q.S. and Zhang, X. and Huang, Z. and Jiang, Z.H. and Zhou, S.K.",
        TITLE = "Towards Accurate Unified Anomaly Segmentation",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "1342-1352",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730anlo5.html#TT192256"}

@inproceedings{bb196867,
        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#TT192257"}

@inproceedings{bb196868,
        AUTHOR = "Zhao, Y.",
        TITLE = "OmniAL: A Unified CNN Framework for Unsupervised Anomaly Localization",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "3924-3933",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730anlo5.html#TT192258"}

@inproceedings{bb196869,
        AUTHOR = "Zhang, H. and Wu, Z.X. and Wang, Z. and Chen, Z. and Jiang, Y.G.",
        TITLE = "Prototypical Residual Networks for Anomaly Detection and Localization",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "16281-16291",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730anlo5.html#TT192259"}

@inproceedings{bb196870,
        AUTHOR = "Singh, A. and Jones, M.J. and Learned Miller, E.G.",
        TITLE = "EVAL: Explainable Video Anomaly Localization",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "18717-18726",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730anlo5.html#TT192260"}

@inproceedings{bb196871,
        AUTHOR = "Heckler, L. and Konig, R. and Bergmann, P.",
        TITLE = "Exploring the Importance of Pretrained Feature Extractors for
Unsupervised Anomaly Detection and Localization",
        BOOKTITLE = VAND23,
        YEAR = "2023",
        PAGES = "2917-2926",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730anlo5.html#TT192261"}

@inproceedings{bb196872,
        AUTHOR = "Panariello, A. and Porrello, A. and Calderara, S. and Cucchiara, R.",
        TITLE = "Consistency-based Self-supervised Learning for Temporal Anomaly
Localization",
        BOOKTITLE = PeopleAn22,
        YEAR = "2022",
        PAGES = "338-349",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730anlo5.html#TT192262"}

@inproceedings{bb196873,
        AUTHOR = "Schluter, H.M. and Tan, J. and Hou, B. and Kainz, B.",
        TITLE = "Natural Synthetic Anomalies for Self-supervised Anomaly Detection and
Localization",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXXI:474-489",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730anlo5.html#TT192263"}

@inproceedings{bb196874,
        AUTHOR = "Kawamura, N.",
        TITLE = "Unsupervised Anomaly Localization Using Locally Adaptive
Query-Dependent Scores",
        BOOKTITLE = CIAP22,
        YEAR = "2022",
        PAGES = "II:300-311",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730anlo5.html#TT192264"}

@inproceedings{bb196875,
        AUTHOR = "Defard, T. and Setkov, A. and Loesch, A. and Audigier, R.",
        TITLE = "Padim: A Patch Distribution Modeling Framework for Anomaly Detection
and Localization",
        BOOKTITLE = IML20,
        YEAR = "2020",
        PAGES = "475-489",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730anlo5.html#TT192265"}

@inproceedings{bb196876,
        AUTHOR = "Venkataramanan, S. and Peng, K.C. and Singh, R.V. and Mahalanobis, A.",
        TITLE = "Attention Guided Anomaly Localization in Images",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XVII:485-503",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730anlo5.html#TT192266"}

@inproceedings{bb196877,
        AUTHOR = "Pathak, D. and Sharang, A. and Mukerjee, A.",
        TITLE = "Anomaly Localization in Topic-Based Analysis of Surveillance Videos",
        BOOKTITLE = WACV15,
        YEAR = "2015",
        PAGES = "389-395",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730anlo5.html#TT192267"}

@inproceedings{bb196878,
        AUTHOR = "Chockalingam, T. and Emonet, R. and Odobez, J.M.",
        TITLE = "Localized anomaly detection via hierarchical integrated activity
discovery",
        BOOKTITLE = AVSS13,
        YEAR = "2013",
        PAGES = "51-56",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730anlo5.html#TT192268"}

@article{bb196879,
        AUTHOR = "Han, S.J. and Cho, S.B.",
        TITLE = "Evolutionary neural networks for anomaly detection based on the
behavior of a program",
        JOURNAL = SMC-B,
        VOLUME = "36",
        YEAR = "2006",
        NUMBER = "3",
        MONTH = "June",
        PAGES = "559-570",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192269"}

@article{bb196880,
        AUTHOR = "Markou, M. and Singh, S.",
        TITLE = "A Neural Network-Based Novelty Detector for Image Sequence Analysis",
        JOURNAL = PAMI,
        VOLUME = "28",
        YEAR = "2006",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1664-1677",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192270"}

@article{bb196881,
        AUTHOR = "Xiang, T. and Gong, S.G.",
        TITLE = "Video Behavior Profiling for Anomaly Detection",
        JOURNAL = PAMI,
        VOLUME = "30",
        YEAR = "2008",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "893-908",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192271"}

@inproceedings{bb196882,
        AUTHOR = "Xiang, T. and Gong, S.G.",
        TITLE = "Optimal Dynamic Graphs for Video Content Analysis",
        BOOKTITLE = BMVC06,
        YEAR = "2006",
        PAGES = "I:177",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192272"}

@inproceedings{bb196883,
        AUTHOR = "Xiang, T. and Gong, S.G.",
        TITLE = "Online Video Behaviour Abnormality Detection Using Reliability Measure",
        BOOKTITLE = BMVC05,
        YEAR = "2005",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192273"}

@inproceedings{bb196884,
        AUTHOR = "Xiang, T. and Gong, S.G.",
        TITLE = "Activity Based Video Content Trajectory Representation and Segmentation",
        BOOKTITLE = BMVC04,
        YEAR = "2004",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192274"}

@article{bb196885,
        AUTHOR = "Loy, C.C. and Xiang, T. and Gong, S.G.",
        TITLE = "Incremental Activity Modeling in Multiple Disjoint Cameras",
        JOURNAL = PAMI,
        VOLUME = "34",
        YEAR = "2012",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1799-1813",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192275"}

@inproceedings{bb196886,
        AUTHOR = "Loy, C.C. and Xiang, T. and Gong, S.G.",
        TITLE = "Stream-Based Active Unusual Event Detection",
        BOOKTITLE = ACCV10,
        YEAR = "2010",
        PAGES = "I: 161-175",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192276"}

@inproceedings{bb196887,
        AUTHOR = "Loy, C.C. and Hospedales, T.M. and Xiang, T. and Gong, S.G.",
        TITLE = "Stream-based joint exploration-exploitation active learning",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "1560-1567",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192277"}

@article{bb196888,
        AUTHOR = "Li, J. and Gong, S.G. and Xiang, T.",
        TITLE = "Learning Behavioural Context",
        JOURNAL = IJCV,
        VOLUME = "97",
        YEAR = "2012",
        NUMBER = "3",
        MONTH = "May",
        PAGES = "276-304",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192278"}

@inproceedings{bb196889,
        AUTHOR = "Li, J. and Gong, S.G. and Xiang, T.",
        TITLE = "Global Behaviour Inference using Probabilistic Latent Semantic Analysis",
        BOOKTITLE = BMVC08,
        YEAR = "2008",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192279"}

@article{bb196890,
        AUTHOR = "Xiang, T. and Gong, S.G.",
        TITLE = "Model Selection for Unsupervised Learning of Visual Context",
        JOURNAL = IJCV,
        VOLUME = "69",
        YEAR = "2006",
        NUMBER = "2",
        MONTH = "August",
        PAGES = "181-201",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192280"}

@article{bb196891,
        AUTHOR = "Xiang, T. and Gong, S.G.",
        TITLE = "Incremental and adaptive abnormal behaviour detection",
        JOURNAL = CVIU,
        VOLUME = "111",
        YEAR = "2008",
        NUMBER = "1",
        MONTH = "July",
        PAGES = "59-73",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192281"}

@inproceedings{bb196892,
        AUTHOR = "Xiang, T. and Gong, S.G. and Parkinson, D.",
        TITLE = "Autonomous Visual Events Detection and Classification without Explicit
Object-Centred Segmentation and Tracking",
        BOOKTITLE = BMVC02,
        YEAR = "2002",
        PAGES = "Poster Session",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192282"}

@article{bb196893,
        AUTHOR = "Hospedales, T.M. and Li, J. and Gong, S.G. and Xiang, T.",
        TITLE = "Identifying Rare and Subtle Behaviors:
A Weakly Supervised Joint Topic Model",
        JOURNAL = PAMI,
        VOLUME = "33",
        YEAR = "2011",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2451-2464",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192283"}

@inproceedings{bb196894,
        AUTHOR = "Bregonzio, M. and Li, J. and Gong, S.G. and Xiang, T.",
        TITLE = "Discriminative Topics Modelling for Action Feature Selection and
Recognition",
        BOOKTITLE = BMVC10,
        YEAR = "2010",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192284"}

@inproceedings{bb196895,
        AUTHOR = "Bregonzio, M. and Gong, S.G. and Xiang, T.",
        TITLE = "Recognising action as clouds of space-time interest points",
        BOOKTITLE = CVPR09,
        YEAR = "2009",
        PAGES = "1948-1955",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192285"}

@article{bb196896,
        AUTHOR = "Fu, Y.W. and Hospedales, T.M. and Xiang, T. and Gong, S.G.",
        TITLE = "Learning Multimodal Latent Attributes",
        JOURNAL = PAMI,
        VOLUME = "36",
        YEAR = "2014",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "303-316",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192286"}

@inproceedings{bb196897,
        AUTHOR = "Fu, Y.W. and Hospedales, T.M. and Xiang, T. and Gong, S.G.",
        TITLE = "Attribute Learning for Understanding Unstructured Social Activity",
        BOOKTITLE = ECCV12,
        YEAR = "2012",
        PAGES = "IV: 530-543",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192287"}

@inproceedings{bb196898,
        AUTHOR = "Hospedales, T.M. and Gong, S.G. and Xiang, T.",
        TITLE = "A Unifying Theory of Active Discovery and Learning",
        BOOKTITLE = ECCV12,
        YEAR = "2012",
        PAGES = "V: 453-466",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192288"}

@inproceedings{bb196899,
        AUTHOR = "Li, J. and Hospedales, T.M. and Gong, S.G. and Xiang, T.",
        TITLE = "Learning Rare Behaviours",
        BOOKTITLE = ACCV10,
        YEAR = "2010",
        PAGES = "II: 293-307",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT192289"}

Last update:Dec 7, 2025 at 16:47:52