@inproceedings{bb178600,
        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#TT174112"}

@inproceedings{bb178601,
        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#TT174113"}

@inproceedings{bb178602,
        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#TT174114"}

@inproceedings{bb178603,
        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#TT174115"}

@inproceedings{bb178604,
        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#TT174116"}

@inproceedings{bb178605,
        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#TT174117"}

@inproceedings{bb178606,
        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#TT174118"}

@inproceedings{bb178607,
        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#TT174119"}

@inproceedings{bb178608,
        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#TT174120"}

@inproceedings{bb178609,
        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#TT174121"}

@inproceedings{bb178610,
        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#TT174122"}

@inproceedings{bb178611,
        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#TT174123"}

@inproceedings{bb178612,
        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#TT174124"}

@inproceedings{bb178613,
        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#TT174125"}

@inproceedings{bb178614,
        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#TT174126"}

@inproceedings{bb178615,
        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#TT174127"}

@inproceedings{bb178616,
        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#TT174128"}

@inproceedings{bb178617,
        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#TT174129"}

@inproceedings{bb178618,
        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#TT174130"}

@inproceedings{bb178619,
        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#TT174131"}

@inproceedings{bb178620,
        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#TT174132"}

@inproceedings{bb178621,
        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#TT174133"}

@inproceedings{bb178622,
        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#TT174134"}

@inproceedings{bb178623,
        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#TT174135"}

@inproceedings{bb178624,
        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#TT174136"}

@inproceedings{bb178625,
        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#TT174137"}

@inproceedings{bb178626,
        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#TT174138"}

@inproceedings{bb178627,
        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#TT174139"}

@inproceedings{bb178628,
        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#TT174140"}

@inproceedings{bb178629,
        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#TT174141"}

@inproceedings{bb178630,
        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#TT174142"}

@inproceedings{bb178631,
        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#TT174143"}

@inproceedings{bb178632,
        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#TT174144"}

@inproceedings{bb178633,
        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#TT174145"}

@inproceedings{bb178634,
        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#TT174146"}

@inproceedings{bb178635,
        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#TT174147"}

@inproceedings{bb178636,
        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#TT174148"}

@inproceedings{bb178637,
        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#TT174149"}

@inproceedings{bb178638,
        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#TT174150"}

@inproceedings{bb178639,
        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#TT174151"}

@inproceedings{bb178640,
        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#TT174152"}

@inproceedings{bb178641,
        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#TT174153"}

@inproceedings{bb178642,
        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#TT174154"}

@inproceedings{bb178643,
        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#TT174155"}

@inproceedings{bb178644,
        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#TT174156"}

@inproceedings{bb178645,
        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#TT174157"}

@article{bb178646,
        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#TT174158"}

@inproceedings{bb178647,
        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#TT174159"}

@inproceedings{bb178648,
        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#TT174160"}

@article{bb178649,
        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#TT174161"}

@inproceedings{bb178650,
        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#TT174162"}

@article{bb178651,
        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#TT174163"}

@article{bb178652,
        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#TT174164"}

@inproceedings{bb178653,
        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#TT174165"}

@article{bb178654,
        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#TT174166"}

@article{bb178655,
        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#TT174167"}

@article{bb178656,
        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#TT174168"}

@article{bb178657,
        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#TT174169"}

@article{bb178658,
        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#TT174170"}

@article{bb178659,
        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#TT174171"}

@article{bb178660,
        AUTHOR = "Cao, Y. and Xu, X. 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#TT174172"}

@inproceedings{bb178661,
        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#TT174173"}

@inproceedings{bb178662,
        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#TT174174"}

@inproceedings{bb178663,
        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#TT174175"}

@inproceedings{bb178664,
        AUTHOR = "Zhang, H. and Wu, Z. 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#TT174176"}

@inproceedings{bb178665,
        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#TT174177"}

@inproceedings{bb178666,
        AUTHOR = "Liu, Z.K. and Zhou, Y.M. and Xu, Y.S. and Wang, Z.",
        TITLE = "SimpleNet: A Simple Network for Image Anomaly Detection and
Localization",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "20402-20411",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730anlo5.html#TT174178"}

@inproceedings{bb178667,
        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#TT174179"}

@inproceedings{bb178668,
        AUTHOR = "Chiu, L.L. and Lai, S.H.",
        TITLE = "Self-Supervised Normalizing Flows for Image Anomaly Detection and
Localization",
        BOOKTITLE = VAND23,
        YEAR = "2023",
        PAGES = "2927-2936",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730anlo5.html#TT174180"}

@inproceedings{bb178669,
        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#TT174181"}

@inproceedings{bb178670,
        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#TT174182"}

@inproceedings{bb178671,
        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#TT174183"}

@inproceedings{bb178672,
        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#TT174184"}

@inproceedings{bb178673,
        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#TT174185"}

@inproceedings{bb178674,
        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#TT174186"}

@inproceedings{bb178675,
        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#TT174187"}

@article{bb178676,
        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#TT174188"}

@article{bb178677,
        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#TT174189"}

@article{bb178678,
        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#TT174190"}

@inproceedings{bb178679,
        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#TT174191"}

@inproceedings{bb178680,
        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#TT174192"}

@inproceedings{bb178681,
        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#TT174193"}

@article{bb178682,
        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#TT174194"}

@inproceedings{bb178683,
        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#TT174195"}

@inproceedings{bb178684,
        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#TT174196"}

@article{bb178685,
        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#TT174197"}

@inproceedings{bb178686,
        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#TT174198"}

@article{bb178687,
        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#TT174199"}

@article{bb178688,
        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#TT174200"}

@inproceedings{bb178689,
        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#TT174201"}

@article{bb178690,
        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#TT174202"}

@inproceedings{bb178691,
        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#TT174203"}

@inproceedings{bb178692,
        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#TT174204"}

@article{bb178693,
        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#TT174205"}

@inproceedings{bb178694,
        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#TT174206"}

@inproceedings{bb178695,
        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#TT174207"}

@inproceedings{bb178696,
        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#TT174208"}

@article{bb178697,
        AUTHOR = "Xu, X. and Hospedales, T.M. and Gong, S.G.",
        TITLE = "Transductive Zero-Shot Action Recognition by Word-Vector Embedding",
        JOURNAL = IJCV,
        VOLUME = "123",
        YEAR = "2017",
        NUMBER = "3",
        MONTH = "July",
        PAGES = "309-333",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT174209"}

@inproceedings{bb178698,
        AUTHOR = "Xu, X. and Hospedales, T.M. and Gong, S.G.",
        TITLE = "Semantic embedding space for zero-shot action recognition",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "63-67",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT174210"}

@article{bb178699,
        AUTHOR = "Jager, M. and Knoll, C. and Hamprecht, F.A.",
        TITLE = "Weakly Supervised Learning of a Classifier for Unusual Event Detection",
        JOURNAL = IP,
        VOLUME = "17",
        YEAR = "2008",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1700-1708",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f730le4.html#TT174211"}

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