@inproceedings{bb201800,
AUTHOR = "Lu, C.W. and Shi, J.P. and Jia, J.Y.",
TITLE = "Abnormal Event Detection at 150 FPS in MATLAB",
BOOKTITLE = ICCV13,
YEAR = "2013",
PAGES = "2720-2727",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197174"}
@article{bb201801,
AUTHOR = "Xu, X.G. and Wang, Y. and Wang, L.W. and Yu, B. and Jia, J.Y.",
TITLE = "Conditional Temporal Variational AutoEncoder for Action Video
Prediction",
JOURNAL = IJCV,
VOLUME = "131",
YEAR = "2023",
NUMBER = "10",
MONTH = "October",
PAGES = "2699-2722",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197175"}
@article{bb201802,
AUTHOR = "Bappy, J.H. and Paul, S. and Tuncel, E. and Roy Chowdhury, A.K.",
TITLE = "Exploiting Typicality for Selecting Informative and Anomalous Samples
in Videos",
JOURNAL = IP,
VOLUME = "28",
YEAR = "2019",
NUMBER = "10",
MONTH = "October",
PAGES = "5214-5226",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197176"}
@article{bb201803,
AUTHOR = "Cong, Y. and Fan, B.J. and Hou, D.D. and Fan, H.J. and Liu, K.Z. and Luo, J.B.",
TITLE = "Novel event analysis for human-machine collaborative underwater
exploration",
JOURNAL = PR,
VOLUME = "96",
YEAR = "2019",
PAGES = "106967",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197177"}
@article{bb201804,
AUTHOR = "Jardim, E. and Thomaz, L.A. and da Silva, E.A.B. and Netto, S.L.",
TITLE = "Domain-Transformable Sparse Representation for Anomaly Detection in
Moving-Camera Videos",
JOURNAL = IP,
VOLUME = "29",
YEAR = "2020",
PAGES = "1329-1343",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197178"}
@article{bb201805,
AUTHOR = "Phiboonbanakit, T. and Huynh, V.N. and Horanont, T. and Supnithi, T.",
TITLE = "Unsupervised hybrid anomaly detection model for logistics fleet
management systems",
JOURNAL = IET-ITS,
VOLUME = "13",
YEAR = "2019",
NUMBER = "11",
MONTH = "November",
PAGES = "1636-1648",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197179"}
@article{bb201806,
AUTHOR = "Kwon, J.",
TITLE = "Rare-Event Detection by Quasi-Wang-Landau Monte Carlo Sampling with
Approximate Bayesian Computation",
JOURNAL = JMIV,
VOLUME = "61",
YEAR = "2019",
NUMBER = "9",
MONTH = "November",
PAGES = "1258-1275",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197180"}
@article{bb201807,
AUTHOR = "Shi, Y. and Xu, M. and Zhao, R. and Fu, H. and Wu, T. and Cao, N.",
TITLE = "Interactive Context-Aware Anomaly Detection Guided by User Feedback",
JOURNAL = HMS,
VOLUME = "49",
YEAR = "2019",
NUMBER = "6",
MONTH = "December",
PAGES = "550-559",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197181"}
@article{bb201808,
AUTHOR = "Tang, Y. and Zhao, L. and Zhang, S.S. and Gong, C. and Li, G.Y. and Yang, J.",
TITLE = "Integrating prediction and reconstruction for anomaly detection",
JOURNAL = PRL,
VOLUME = "129",
YEAR = "2020",
PAGES = "123-130",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197182"}
@article{bb201809,
AUTHOR = "Lin, Y.G.",
TITLE = "Automatic recognition of image of abnormal situation in scenic spots
based on Internet of things",
JOURNAL = IVC,
VOLUME = "96",
YEAR = "2020",
PAGES = "103908",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197183"}
@article{bb201810,
AUTHOR = "Liu, Y.Q. and Yu, H.H. and Gong, C.Y. and Chen, Y.Y.",
TITLE = "A real time expert system for anomaly detection of aerators based on
computer vision and surveillance cameras",
JOURNAL = JVCIR,
VOLUME = "68",
YEAR = "2020",
PAGES = "102767",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197184"}
@article{bb201811,
AUTHOR = "Chen, D.Y. and Wang, P.T. and Yue, L.Y. and Zhang, Y.X. and Jia, T.",
TITLE = "Anomaly detection in surveillance video based on bidirectional
prediction",
JOURNAL = IVC,
VOLUME = "98",
YEAR = "2020",
PAGES = "103915",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197185"}
@article{bb201812,
AUTHOR = "Balasundaram, A. and Chellappan, C.",
TITLE = "An intelligent video analytics model for abnormal event detection in
online surveillance video",
JOURNAL = RealTimeIP,
VOLUME = "17",
YEAR = "2020",
NUMBER = "4",
MONTH = "August",
PAGES = "915-930",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197186"}
@article{bb201813,
AUTHOR = "Wu, P. and Liu, J. and Li, M.M. and Sun, Y.J. and Shen, F.",
TITLE = "Fast sparse coding networks for anomaly detection in videos",
JOURNAL = PR,
VOLUME = "107",
YEAR = "2020",
PAGES = "107515",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197187"}
@inproceedings{bb201814,
AUTHOR = "Ozturk, H.I. and Can, A.B.",
TITLE = "Adnet: Temporal Anomaly Detection in Surveillance Videos",
BOOKTITLE = MLCSA20,
YEAR = "2020",
PAGES = "88-101",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197188"}
@article{bb201815,
AUTHOR = "Zhang, L. and Zhao, J. and Li, W.",
TITLE = "Online and Unsupervised Anomaly Detection for Streaming Data Using an
Array of Sliding Windows and PDDs",
JOURNAL = Cyber,
VOLUME = "51",
YEAR = "2021",
NUMBER = "4",
MONTH = "April",
PAGES = "2284-2289",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197189"}
@article{bb201816,
AUTHOR = "Bergmann, P. and Batzner, K. and Fauser, M. and Sattlegger, D. and Steger, C.",
TITLE = "The MVTec Anomaly Detection Dataset: A Comprehensive Real-World Dataset
for Unsupervised Anomaly Detection",
JOURNAL = IJCV,
VOLUME = "129",
YEAR = "2021",
NUMBER = "4",
MONTH = "April",
PAGES = "1038-1059",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197190"}
@inproceedings{bb201817,
AUTHOR = "Bergmann, P. and Fauser, M. and Sattlegger, D. and Steger, C.",
TITLE = "MVTec AD: A Comprehensive Real-World Dataset for Unsupervised Anomaly
Detection",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "9584-9592",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197191"}
@article{bb201818,
AUTHOR = "Heckler Kram, L. and Neudeck, J.H. and Scheler, U. and Konig, R. and Steger, C.",
TITLE = "The MVTec AD 2 Dataset: Advanced Scenarios for Unsupervised Anomaly
Detection",
JOURNAL = IJCV,
VOLUME = "134",
YEAR = "2026",
NUMBER = "4",
MONTH = "April",
PAGES = "175",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197192"}
@article{bb201819,
AUTHOR = "Zhou, K. and Hui, B. and Wang, J.F. and Wang, C.Y. and Wu, T.T.",
TITLE = "A study on attention-based LSTM for abnormal behavior recognition
with variable pooling",
JOURNAL = IVC,
VOLUME = "108",
YEAR = "2021",
PAGES = "104120",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197193"}
@article{bb201820,
AUTHOR = "Sreenivasan, S.C. and Bhashyam, S.",
TITLE = "Sequential Nonparametric Detection of Anomalous Data Streams",
JOURNAL = SPLetters,
VOLUME = "28",
YEAR = "2021",
PAGES = "932-936",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197194"}
@article{bb201821,
AUTHOR = "Wan, S.H. and Xu, X.L. and Wang, T. and Gu, Z.H.",
TITLE = "An Intelligent Video Analysis Method for Abnormal Event Detection in
Intelligent Transportation Systems",
JOURNAL = ITS,
VOLUME = "22",
YEAR = "2021",
NUMBER = "7",
MONTH = "July",
PAGES = "4487-4495",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197195"}
@article{bb201822,
AUTHOR = "Wan, B.Y. and Jiang, W.H. and Fang, Y.M. and Luo, Z.Y. and Ding, G.Q.",
TITLE = "Anomaly detection in video sequences:
A benchmark and computational model",
JOURNAL = IET-IPR,
VOLUME = "15",
YEAR = "2021",
NUMBER = "14",
PAGES = "3454-3465",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197196"}
@article{bb201823,
AUTHOR = "Zhong, Y.H. and Chen, X. and Jiang, J.Y. and Ren, F.",
TITLE = "A cascade reconstruction model with generalization ability evaluation
for anomaly detection in videos",
JOURNAL = PR,
VOLUME = "122",
YEAR = "2022",
PAGES = "108336",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197197"}
@article{bb201824,
AUTHOR = "Li, J. and Huang, Q.W. and Du, Y.J. and Zhen, X.T. and Chen, S.Y. and Shao, L.",
TITLE = "Variational Abnormal Behavior Detection With Motion Consistency",
JOURNAL = IP,
VOLUME = "31",
YEAR = "2022",
PAGES = "275-286",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197198"}
@article{bb201825,
AUTHOR = "Rathore, P. and Kumar, D. and Bezdek, J.C. and Rajasegarar, S. and Palaniswami, M.",
TITLE = "Visual Structural Assessment and Anomaly Detection for High-Velocity
Data Streams",
JOURNAL = Cyber,
VOLUME = "51",
YEAR = "2021",
NUMBER = "12",
MONTH = "December",
PAGES = "5979-5992",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197199"}
@article{bb201826,
AUTHOR = "Miller, C. and Corcoran, J.N. and Schneider, M.D.",
TITLE = "Rare Events via Cross-Entropy Population Monte Carlo",
JOURNAL = SPLetters,
VOLUME = "29",
YEAR = "2022",
PAGES = "439-443",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197200"}
@article{bb201827,
AUTHOR = "Ye, F. and Huang, C.Q. and Cao, J.K. and Li, M.S. and Zhang, Y. and Lu, C.W.",
TITLE = "Attribute Restoration Framework for Anomaly Detection",
JOURNAL = MultMed,
VOLUME = "24",
YEAR = "2022",
PAGES = "116-127",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197201"}
@inproceedings{bb201828,
AUTHOR = "Park, C. and Cho, M. and Lee, M. and Lee, S.Y.",
TITLE = "FastAno: Fast Anomaly Detection via Spatio-temporal Patch
Transformation",
BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "1908-1918",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197202"}
@article{bb201829,
AUTHOR = "Zhang, S. and Gong, M. and Xie, Y. and Qin, A.K. and Li, H. and Gao, Y. and Ong, Y.S.",
TITLE = "Influence-Aware Attention Networks for Anomaly Detection in
Surveillance Videos",
JOURNAL = CirSysVideo,
VOLUME = "32",
YEAR = "2022",
NUMBER = "8",
MONTH = "August",
PAGES = "5427-5437",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197203"}
@article{bb201830,
AUTHOR = "Aslam, N. and Rai, P.K. and Kolekar, M.H.",
TITLE = "A3N: Attention-based adversarial autoencoder network for detecting
anomalies in video sequence",
JOURNAL = JVCIR,
VOLUME = "87",
YEAR = "2022",
PAGES = "103598",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197204"}
@article{bb201831,
AUTHOR = "Slavic, G. and Alemaw, A.S. and Marcenaro, L. and Gomez, D.M. and Regazzoni, C.",
TITLE = "A Kalman Variational Autoencoder Model Assisted by Odometric
Clustering for Video Frame Prediction and Anomaly Detection",
JOURNAL = IP,
VOLUME = "32",
YEAR = "2023",
PAGES = "415-429",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197205"}
@article{bb201832,
AUTHOR = "Tran, T.M. and Vu, T.N. and Vo, N.D. and Nguyen, T.V. and Nguyen, K.",
TITLE = "Anomaly Analysis in Images and Videos: A Comprehensive Review",
JOURNAL = Surveys,
VOLUME = "55",
YEAR = "2022",
NUMBER = "7",
MONTH = "December",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197206"}
@article{bb201833,
AUTHOR = "Chen, X.Y. and Kan, S.C. and Zhang, F.H. and Cen, Y.G. and Zhang, L. and Zhang, D.",
TITLE = "Multiscale spatial temporal attention graph convolution network for
skeleton-based anomaly behavior detection",
JOURNAL = JVCIR,
VOLUME = "90",
YEAR = "2023",
PAGES = "103707",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197207"}
@article{bb201834,
AUTHOR = "Li, N.J. and Chang, F.L. and Liu, C.S.",
TITLE = "Human-related anomalous event detection via memory-augmented
Wasserstein generative adversarial network with gradient penalty",
JOURNAL = PR,
VOLUME = "138",
YEAR = "2023",
PAGES = "109398",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197208"}
@article{bb201835,
AUTHOR = "Kim, M. and Kim, J. and Yu, J. and Choi, J.K.",
TITLE = "Active anomaly detection based on deep one-class classification",
JOURNAL = PRL,
VOLUME = "167",
YEAR = "2023",
PAGES = "18-24",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197209"}
@article{bb201836,
AUTHOR = "Wu, K. and Zhu, L. and Shi, W.H. and Wang, W.W. and Wu, J.",
TITLE = "Self-Attention Memory-Augmented Wavelet-CNN for Anomaly Detection",
JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "3",
MONTH = "March",
PAGES = "1374-1385",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197210"}
@article{bb201837,
AUTHOR = "Zhang, F.H. and Kan, S.C. and Zhang, D. and Cen, Y.G. and Zhang, L. and Mladenovic, V.",
TITLE = "A graph model-based multiscale feature fitting method for
unsupervised anomaly detection",
JOURNAL = PR,
VOLUME = "138",
YEAR = "2023",
PAGES = "109373",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197211"}
@article{bb201838,
AUTHOR = "Wen, X.P. and Lai, H.C. and Gao, G. and Zhao, Y.J.",
TITLE = "Video abnormal behaviour detection based on pseudo-3D encoder and
multi-cascade memory mechanism",
JOURNAL = IET-IPR,
VOLUME = "17",
YEAR = "2023",
NUMBER = "3",
PAGES = "709-721",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197212"}
@article{bb201839,
AUTHOR = "Thakare, K.V. and Dogra, D.P. and Choi, H. and Kim, H. and Kim, I.J.",
TITLE = "RareAnom: A Benchmark Video Dataset for Rare Type Anomalies",
JOURNAL = PR,
VOLUME = "140",
YEAR = "2023",
PAGES = "109567",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197213"}
@article{bb201840,
AUTHOR = "Ma, Y.H. and Islam, M.N.A. and Cleland Huang, J. and Chawla, N.V.",
TITLE = "Detecting Anomalies in Small Unmanned Aerial Systems via Graphical
Normalizing Flows",
JOURNAL = IEEE_Int_Sys,
VOLUME = "38",
YEAR = "2023",
NUMBER = "2",
MONTH = "March",
PAGES = "46-54",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197214"}
@article{bb201841,
AUTHOR = "Sinha, K.P. and Kumar, P.",
TITLE = "Human activity recognition from UAV videos using a novel DMLC-CNN
model",
JOURNAL = IVC,
VOLUME = "134",
YEAR = "2023",
PAGES = "104674",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197215"}
@article{bb201842,
AUTHOR = "Huang, X. and Hu, Y.T. and Luo, X.Y. and Han, J.G. and Zhang, B.C. and Cao, X.B.",
TITLE = "Boosting Variational Inference With Margin Learning for Few-Shot
Scene-Adaptive Anomaly Detection",
JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "6",
MONTH = "June",
PAGES = "2813-2825",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197216"}
@article{bb201843,
AUTHOR = "Kwon, M.S. and Moon, Y.G. and Lee, B. and Noh, J.H.",
TITLE = "Autoencoders with exponential deviation loss for weakly supervised
anomaly detection",
JOURNAL = PRL,
VOLUME = "171",
YEAR = "2023",
PAGES = "131-137",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197217"}
@article{bb201844,
AUTHOR = "Kshirsagar, A.P. and Azath, H.",
TITLE = "YOLOv3-based human detection and heuristically modified-LSTM for
abnormal human activities detection in ATM machine",
JOURNAL = JVCIR,
VOLUME = "95",
YEAR = "2023",
PAGES = "103901",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197218"}
@article{bb201845,
AUTHOR = "Duan, X.Y.",
TITLE = "Abnormal Behavior Recognition for Human Motion Based on Improved Deep
Reinforcement Learning",
JOURNAL = IJIG,
VOLUME = "24",
YEAR = "2024",
NUMBER = "1",
MONTH = "January",
PAGES = "2550029",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197219"}
@article{bb201846,
AUTHOR = "Cen, J.Z. and Jiang, Z.K. and Xie, L.X. and Jiang, D.S. and Shen, W. and Tian, Q.",
TITLE = "Consensus Synergizes With Memory:
A Simple Approach for Anomaly Segmentation in Urban Scenes",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "2",
MONTH = "February",
PAGES = "1086-1097",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197220"}
@article{bb201847,
AUTHOR = "Kumari, P. and Choudhary, P. and Kujur, V. and Atrey, P.K. and Saini, M.",
TITLE = "Concept drift challenge in multimedia anomaly detection:
A case study with facial datasets",
JOURNAL = SP:IC,
VOLUME = "123",
YEAR = "2024",
PAGES = "117100",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197221"}
@article{bb201848,
AUTHOR = "Liao, J.Y. and Xu, X. and Nguyen, M.C. and Goodge, A. and Foo, C.S.",
TITLE = "COFT-AD: COntrastive Fine-Tuning for Few-Shot Anomaly Detection",
JOURNAL = IP,
VOLUME = "33",
YEAR = "2024",
PAGES = "2090-2103",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197222"}
@article{bb201849,
AUTHOR = "Sun, Y.F. and Wang, H.T. and Hu, Y.L. and Jiang, H. and Yin, B.C.",
TITLE = "MBMF: Constructing memory banks of multi-scale features for anomaly
detection",
JOURNAL = IET-CV,
VOLUME = "18",
YEAR = "2024",
NUMBER = "3",
PAGES = "355-369",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197223"}
@article{bb201850,
AUTHOR = "Zhu, H.L. and Wei, P.J. and Xu, Z.G.",
TITLE = "A Spatio-Temporal Enhanced Graph-Transformer AutoEncoder embedded
pose for anomaly detection",
JOURNAL = IET-CV,
VOLUME = "18",
YEAR = "2024",
NUMBER = "3",
PAGES = "405-419",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197224"}
@article{bb201851,
AUTHOR = "Ye, J.A. and Hu, Y.J. and Yang, X. and Wang, Q.F. and Huang, C. and Huang, K.",
TITLE = "SaliencyCut: Augmenting plausible anomalies for anomaly detection",
JOURNAL = PR,
VOLUME = "153",
YEAR = "2024",
PAGES = "110508",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197225"}
@article{bb201852,
AUTHOR = "Zeng, X.H. and Zhuo, Y. and Liao, T.X. and Guo, J.",
TITLE = "Cloud-GAN: Cloud Generation Adversarial Networks for anomaly
detection",
JOURNAL = PR,
VOLUME = "157",
YEAR = "2025",
PAGES = "110866",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197226"}
@article{bb201853,
AUTHOR = "Liu, T.S. and Lam, K.M. and Bao, B.K.",
TITLE = "Injecting Text Clues for Improving Anomalous Event Detection From
Weakly Labeled Videos",
JOURNAL = IP,
VOLUME = "33",
YEAR = "2024",
PAGES = "5907-5920",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197227"}
@article{bb201854,
AUTHOR = "Liu, T.S. and Lam, K.M. and Bao, B.K.",
TITLE = "A Memory-Assisted Knowledge Transferring Framework with Curriculum
Anticipation for Weakly Supervised Online Activity Detection",
JOURNAL = IJCV,
VOLUME = "133",
YEAR = "2025",
NUMBER = "4",
MONTH = "April",
PAGES = "1940-1963",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197228"}
@article{bb201855,
AUTHOR = "Liu, J.X. and Niu, J.H. and Li, W.F. and Li, X. and He, B.B. and Zhou, H. and Liu, Y.J. and Li, D. and Wang, B. and Zhang, W.",
TITLE = "XFMP: A Benchmark for Explainable Fine-Grained Abnormal Behavior
Recognition on Medical Personal Protective Equipment",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "10",
MONTH = "October",
PAGES = "10250-10265",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197229"}
@article{bb201856,
AUTHOR = "Liu, J.X. and Hu, S. and Yang, H. and Sun, N.",
TITLE = "Image quilting heuristic compressed sensing video privacy protection
coding for abnormal behavior detection in private scenes",
JOURNAL = JVCIR,
VOLUME = "104",
YEAR = "2024",
PAGES = "104307",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197230"}
@article{bb201857,
AUTHOR = "Zhou, L.R. and Gao, Y.Q. and Zhang, M.Q. and Wu, P. and Wang, P. and Zhang, Y.N.",
TITLE = "Human-Centric Behavior Description in Videos: New Benchmark and Model",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "10867-10878",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197231"}
@article{bb201858,
AUTHOR = "Jiang, Y.L. and Li, C.K. and Ding, W.R. and Xiang, J.Z. and Chi, Z.",
TITLE = "Reasonable Anomaly Detection Based on Long-Term Sequence Modeling",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "11",
MONTH = "November",
PAGES = "10764-10778",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197232"}
@article{bb201859,
AUTHOR = "Shyalika, C. and Wickramarachchi, R. and Sheth, A.P.",
TITLE = "A Comprehensive Survey on Rare Event Prediction",
JOURNAL = Surveys,
VOLUME = "57",
YEAR = "2024",
NUMBER = "3",
MONTH = "November",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197233"}
@article{bb201860,
AUTHOR = "Zhang, B. and Xue, J.R.",
TITLE = "Fusing crops representation into snippet via mutual learning for
weakly supervised surveillance anomaly detection",
JOURNAL = IET-CV,
VOLUME = "18",
YEAR = "2024",
NUMBER = "8",
PAGES = "1112-1126",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197234"}
@article{bb201861,
AUTHOR = "Wargnier Dauchelle, V. and Grenier, T. and Durand Dubief, F. and Cotton, F. and Sdika, M.",
TITLE = "Explainable monotonic networks and constrained learning for
interpretable classification and weakly supervised anomaly detection",
JOURNAL = PR,
VOLUME = "160",
YEAR = "2025",
PAGES = "111186",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197235"}
@article{bb201862,
AUTHOR = "Mangai, P. and Geetha, M.K. and Kumaravelan, G.",
TITLE = "Two-Stream Spatial-Temporal Feature Extraction and Classification Model
for Anomaly Event Detection Using Hybrid Deep Learning Architectures",
JOURNAL = IJIG,
VOLUME = "24",
YEAR = "2024",
NUMBER = "6",
MONTH = "November",
PAGES = "2450052",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197236"}
@article{bb201863,
AUTHOR = "Li, N.X. and Yang, X.C. and Chen, T. and Wang, T.S. and Ji, G.",
TITLE = "Applying usability assessment method for surveillance video anomaly
detection with multiple distortion",
JOURNAL = JVCIR,
VOLUME = "108",
YEAR = "2025",
PAGES = "104417",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197237"}
@article{bb201864,
AUTHOR = "Liu, H. and Sun, J.",
TITLE = "UniSTAD: An Unified Triple-Tower Student-Teacher Model for
Multi-Class Anomaly Detection and Localization",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "4",
MONTH = "April",
PAGES = "3196-3208",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197238"}
@inproceedings{bb201865,
AUTHOR = "Masuakwa, R. and Yun, S.G. and Yamaguchi, Y. and Imani, M.",
TITLE = "PV-VTT: A Privacy-Centric Dataset for Mission-Specific Anomaly
Detection and Natural Language Interpretation",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "6415-6424",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197239"}
@article{bb201866,
AUTHOR = "Liu, Y. and Wang, H.J. and Wang, Z. and Zhu, X.G. and Liu, J. and Sun, P. and Tang, R. and Du, J.W. and Leung, V.C.M. and Song, L.",
TITLE = "CRCL: Causal Representation Consistency Learning for Anomaly
Detection in Surveillance Videos",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "2351-2366",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197240"}
@article{bb201867,
AUTHOR = "Zhang, J.J. and Song, Y.Z. and Yang, Z.W.",
TITLE = "DFTGL: Domain Filtered and Target Guided Learning for Few-Shot
Anomaly Detection",
JOURNAL = JVCIR,
VOLUME = "110",
YEAR = "2025",
PAGES = "104457",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197241"}
@article{bb201868,
AUTHOR = "Xie, X. and Li, Z.X. and Xiong, S. and Liu, Z.Y. and Cai, T.",
TITLE = "MemFlow-AD: An anomaly detection and localization model based on
memory module and normalizing flow",
JOURNAL = JVCIR,
VOLUME = "110",
YEAR = "2025",
PAGES = "104454",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197242"}
@article{bb201869,
AUTHOR = "Zhang, S. and Gong, M. and Lin, Y.M. and Li, H. and Gao, Y. and Zhang, Y.H.",
TITLE = "Dual Distillation Fusion for Weakly Supervised Anomaly Detection in
Surveillance Videos",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "8",
MONTH = "August",
PAGES = "7512-7525",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197243"}
@article{bb201870,
AUTHOR = "Xie, X.D. and Zhan, Y.W. and Ma, Z.X. and Liu, H.M. and Chen, Z.D. and Luo, X. and Xu, X.S.",
TITLE = "Distributed Learning for Privacy-Preserving Semi-Supervised Video
Anomaly Detection",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "9",
MONTH = "September",
PAGES = "9161-9174",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197244"}
@article{bb201871,
AUTHOR = "Hussain, A. and Ullah, W. and Khan, N. and Khan, Z.A. and Yar, H. and Baik, S.W.",
TITLE = "Class-incremental learning network for real-time anomaly recognition
in surveillance environments",
JOURNAL = PR,
VOLUME = "170",
YEAR = "2026",
PAGES = "112064",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197245"}
@article{bb201872,
AUTHOR = "Senapati, D.P. and Pani, S.K. and Baliarsingh, S.K. and Dev, P.P. and Tripathy, H.K.",
TITLE = "CA-VAD: Caption Aware Video Anomaly Detection in surveillance videos",
JOURNAL = JVCIR,
VOLUME = "111",
YEAR = "2025",
PAGES = "104521",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197246"}
@article{bb201873,
AUTHOR = "Xiao, C.Z. and Xiao, Y. and Zhou, J.T.Y. and Fang, Z.W.",
TITLE = "Multilingual-Prompt-Guided Directional Feature Learning for Weakly
Supervised Video Anomaly Detection",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "11",
MONTH = "November",
PAGES = "9994-10011",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197247"}
@article{bb201874,
AUTHOR = "Artola, A. and Kolodziej, Y. and Morel, J.M. and Ehret, T.",
TITLE = "Adaptive Unsupervised Anomaly Detection in Variable Environment by
Online Expectation Maximization",
JOURNAL = SIIMS,
VOLUME = "18",
YEAR = "2025",
NUMBER = "3",
PAGES = "1601-1631",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197248"}
@article{bb201875,
AUTHOR = "Ahn, D.H. and Jo, Y.J. and Kim, D.B. and Nam, G.P. and Han, J.H. and Kim, H.",
TITLE = "Where and What: Contextual Dynamics-Aware Anomaly Detection in
Surveillance Videos",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "6993-7007",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197249"}
@article{bb201876,
AUTHOR = "Bao, Q.Y. and Liu, F. and Jiao, L.C. and Liu, Y. and Li, S. and Li, L.L. and Liu, X. and Wang, X. and Chen, B.L.",
TITLE = "Anomaly-Led Prompting Learning Caption Generating Model and Benchmark",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "8366-8380",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197250"}
@article{bb201877,
AUTHOR = "Maeda, S. and Gu, C.Z. and Yu, J. and Tokai, S. and Gao, S. and Zhang, C.",
TITLE = "Frequency-guided multi-level human action anomaly detection with
normalizing flows",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112770",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197251"}
@article{bb201878,
AUTHOR = "Choueb, M.I. and Sekharamantry, P.K. and Martinelli, G. and de Natale, F. and Conci, N.",
TITLE = "NFlowAD: A normalizing flow model for anomaly detection in human
motion animations",
JOURNAL = SP:IC,
VOLUME = "142",
YEAR = "2026",
PAGES = "117469",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197252"}
@article{bb201879,
AUTHOR = "Palepally, S.H. and Perumalla, S. and Nelikanti, A.",
TITLE = "SA-MFPN: Shuffle attention multiple feature pyramid network for
detecting abnormal human activities",
JOURNAL = SP:IC,
VOLUME = "143",
YEAR = "2026",
PAGES = "117502",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197253"}
@article{bb201880,
AUTHOR = "Li, N. and Wang, D. and Nie, X.",
TITLE = "OSAD: Open-Set Supervised Anomaly Detection in Surveillance Videos
Based on Margin Metric Learning",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "3",
MONTH = "March",
PAGES = "2867-2881",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197254"}
@article{bb201881,
AUTHOR = "Jiang, Y. and Huai, L. and Liu, Y. and Jiang, X.Q.",
TITLE = "From Abstract Events to Grounded Cues:
Cue-Guided Vision-Language Anomaly Detection",
JOURNAL = SPLetters,
VOLUME = "33",
YEAR = "2026",
PAGES = "1516-1520",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197255"}
@article{bb201882,
AUTHOR = "Cai, X.J. and Qian, Y.C. and Wang, C. and Peng, X.H. and Qian, Y. and Wu, J.",
TITLE = "Semantic Boosting via Knowledge Sharing and Feedback for Video
Anomaly Detection",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "5",
MONTH = "May",
PAGES = "6964-6975",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197256"}
@inproceedings{bb201883,
AUTHOR = "Banditakkarakul, N. and Xu, M. and Chen, B. and Asthana, A. and Zheng, L. and Gould, S.",
TITLE = "Context-Dependent Anomaly Action Recognition",
BOOKTITLE = FG25,
YEAR = "2025",
PAGES = "1-10",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197257"}
@inproceedings{bb201884,
AUTHOR = "Barusco, M. and Borsatti, F. and Pezze, D.D. and Paissan, F. and Farella, E. and Susto, G.A.",
TITLE = "PaSTe: Improving the Efficiency of Visual Anomaly Detection at the
Edge",
BOOKTITLE = VAND25,
YEAR = "2025",
PAGES = "4026-4035",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197258"}
@inproceedings{bb201885,
AUTHOR = "Lai, Y.C. and Sonogashira, M. and Phueaksri, I. and Kawanishi, Y.",
TITLE = "Scene-Specific Anomalous Relationship Detection Using Scene Graph
Summarization",
BOOKTITLE = VAND25,
YEAR = "2025",
PAGES = "3995-4003",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197259"}
@inproceedings{bb201886,
AUTHOR = "Fahim, M.A.N.I. and Boutellier, J.",
TITLE = "No-MambAAD: Revitalizing Conv-Only Networks for Unsupervised Anomaly
Detection",
BOOKTITLE = VAND25,
YEAR = "2025",
PAGES = "3986-3994",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197260"}
@inproceedings{bb201887,
AUTHOR = "Park, E. and Kim, T. and Kim, M. and Lee, H. and Lee, G.J.",
TITLE = "SK-RD4AD: Skip-Connected Reverse Distillation for Robust One-Class
Anomaly Detection",
BOOKTITLE = VAND25,
YEAR = "2025",
PAGES = "3945-3953",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197261"}
@inproceedings{bb201888,
AUTHOR = "Dawoud, K. and Zaheer, M.Z. and Khan, M. and Nandakumar, K. and El Saddik, A. and Khan, M.H.",
TITLE = "FusedVision: A Knowledge-Infusing Approach for Practical Anomaly
Detection in Real-World Surveillance Videos",
BOOKTITLE = VAND25,
YEAR = "2025",
PAGES = "4036-4046",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197262"}
@inproceedings{bb201889,
AUTHOR = "Chinchure, A. and Ravi, S. and Ng, R. and Shwartz, V. and Li, B.Y. and Sigal, L.",
TITLE = "Black Swan: Abductive and Defeasible Video Reasoning in Unpredictable
Events",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "24201-24210",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197263"}
@inproceedings{bb201890,
AUTHOR = "Majhi, S. and D'Amicantonio, G. and Dantcheva, A. and Kong, Q. and Garattoni, L. and Francesca, G. and Bondarev, E. and Bremond, F.",
TITLE = "Just Dance with pi! A Poly-modal Inductor for Weakly-supervised Video
Anomaly Detection",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "24265-24274",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197264"}
@inproceedings{bb201891,
AUTHOR = "Li, W.Q. and Gu, Y. and Chen, X.T. and Xu, X.H. and Hu, M. and Huang, X.N. and Wu, Y.",
TITLE = "Towards Visual Discrimination and Reasoning of Real-World Physical
Dynamics: Physics-Grounded Anomaly Detection",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "30409-30419",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197265"}
@inproceedings{bb201892,
AUTHOR = "Majhi, S. and Guermal, M. and Dantcheva, A. and Kong, Q. and Garattoni, L. and Francesca, G. and Bremond, F.",
TITLE = "Guess Future Anomalies from Normalcy: Forecasting Abnormal Behavior
in Real-World Videos",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "388-398",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197266"}
@inproceedings{bb201893,
AUTHOR = "Sugawara, S. and Imamura, R.",
TITLE = "PUAD: Frustratingly Simple Method for Robust Anomaly Detection",
BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "842-848",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197267"}
@inproceedings{bb201894,
AUTHOR = "Berroukham, A. and Housni, K. and Lahraichi, M.",
TITLE = "Abnormal Event Detection in Videos using LSTM Convolutional
Autoencoder",
BOOKTITLE = ISCV24,
YEAR = "2024",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197268"}
@inproceedings{bb201895,
AUTHOR = "Lee, S. and Kim, J.H.",
TITLE = "Semi-Supervised Scene Change Detection by Distillation from
Feature-metric Alignment",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "1215-1224",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197269"}
@inproceedings{bb201896,
AUTHOR = "Batzner, K. and Heckler, L. and Konig, R.",
TITLE = "EfficientAD: Accurate Visual Anomaly Detection at Millisecond-Level
Latencies",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "127-137",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197270"}
@inproceedings{bb201897,
AUTHOR = "Noghre, G.A. and Pazho, A.D. and Tabkhi, H.",
TITLE = "An Exploratory Study on Human-Centric Video Anomaly Detection through
Variational Autoencoders and Trajectory Prediction",
BOOKTITLE = Anomaly24,
YEAR = "2024",
PAGES = "995-1004",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197271"}
@inproceedings{bb201898,
AUTHOR = "Lee, J.Y. and Park, H. and Seo, Y.M. and Min, T. and Yun, J. and Kim, J.W. and Kim, T.K.",
TITLE = "Contrastive Knowledge Distillation for Anomaly Detection in
Multi-Illumination/Focus Display Images",
BOOKTITLE = MVA23,
YEAR = "2023",
PAGES = "1-5",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197272"}
@inproceedings{bb201899,
AUTHOR = "Cai, F.Z. and Xia, S.",
TITLE = "Mixed Distillation for Unsupervised Anomaly Detection",
BOOKTITLE = MVA23,
YEAR = "2023",
PAGES = "1-5",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT197273"}
Last update:Jun 24, 2026 at 16:12:22