@article{bb194700,
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#TT190132"}
@article{bb194701,
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#TT190133"}
@article{bb194702,
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#TT190134"}
@article{bb194703,
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#TT190135"}
@article{bb194704,
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#TT190136"}
@article{bb194705,
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#TT190137"}
@article{bb194706,
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#TT190138"}
@article{bb194707,
AUTHOR = "Ali, M.M.",
TITLE = "Real-time video anomaly detection for smart surveillance",
JOURNAL = IET-IPR,
VOLUME = "17",
YEAR = "2023",
NUMBER = "5",
PAGES = "1375-1388",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190139"}
@article{bb194708,
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#TT190140"}
@article{bb194709,
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#TT190141"}
@article{bb194710,
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#TT190142"}
@article{bb194711,
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#TT190143"}
@article{bb194712,
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#TT190144"}
@article{bb194713,
AUTHOR = "Kommanduri, R. and Ghorai, M.",
TITLE = "Bi-READ: Bi-Residual AutoEncoder based feature enhancement for video
anomaly detection",
JOURNAL = JVCIR,
VOLUME = "95",
YEAR = "2023",
PAGES = "103860",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190145"}
@article{bb194714,
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#TT190146"}
@article{bb194715,
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#TT190147"}
@article{bb194716,
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#TT190148"}
@article{bb194717,
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#TT190149"}
@article{bb194718,
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#TT190150"}
@article{bb194719,
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#TT190151"}
@article{bb194720,
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#TT190152"}
@article{bb194721,
AUTHOR = "Liu, Y. and Yang, D.K. and Wang, Y. and Liu, J. and Liu, J. and Boukerche, A. and Sun, P. and Song, L.",
TITLE = "Generalized Video Anomaly Event Detection: Systematic Taxonomy and
Comparison of Deep Models",
JOURNAL = Surveys,
VOLUME = "56",
YEAR = "2024",
NUMBER = "7",
MONTH = "April",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190153"}
@inproceedings{bb194722,
AUTHOR = "Yang, Z.W. and Liu, J. and Wu, Z.Y. and Wu, P. and Liu, X.T.",
TITLE = "Video Event Restoration Based on Keyframes for Video Anomaly
Detection",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "14592-14601",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190154"}
@article{bb194723,
AUTHOR = "Qiu, S.M. and Ye, J.F. and Zhao, J.C. and He, L. and Liu, L.Y. and E, B.C. and Huang, X.C.",
TITLE = "Video anomaly detection guided by clustering learning",
JOURNAL = PR,
VOLUME = "153",
YEAR = "2024",
PAGES = "110550",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190155"}
@article{bb194724,
AUTHOR = "Sun, Z. and Wang, P.P. and Zheng, W. and Zhang, M.",
TITLE = "Dual GroupGAN: An unsupervised four-competitor (2V2) approach for
video anomaly detection",
JOURNAL = PR,
VOLUME = "153",
YEAR = "2024",
PAGES = "110500",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190156"}
@article{bb194725,
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#TT190157"}
@article{bb194726,
AUTHOR = "Li, S.F. and Cheng, Y. and Zhang, L. and Luo, X. and Zhang, R.X.",
TITLE = "Video anomaly detection based on a multi-layer reconstruction
autoencoder with a variance attention strategy",
JOURNAL = IVC,
VOLUME = "146",
YEAR = "2024",
PAGES = "105011",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190158"}
@article{bb194727,
AUTHOR = "Tao, Y.R. and Hu, Y. and Chen, Z.Z.",
TITLE = "Memory-guided representation matching for unsupervised video anomaly
detection",
JOURNAL = JVCIR,
VOLUME = "101",
YEAR = "2024",
PAGES = "104185",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190159"}
@article{bb194728,
AUTHOR = "Krishnan, S.R. and Amudha, P. and Sivakumari, S.",
TITLE = "Comprehensive survey on video anomaly detection using deep learning
techniques",
JOURNAL = IJCVR,
VOLUME = "14",
YEAR = "2024",
NUMBER = "4",
PAGES = "445-466",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190160"}
@article{bb194729,
AUTHOR = "Fan, Y. and Yu, Y.X. and Lu, W.H. and Han, Y.",
TITLE = "Weakly-Supervised Video Anomaly Detection With Snippet Anomalous
Attention",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "7",
MONTH = "July",
PAGES = "5480-5492",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190161"}
@article{bb194730,
AUTHOR = "Zeng, X.L. and Jiang, Y. and Wang, Y.F. and Fu, Q. and Ding, W.R.",
TITLE = "Progressive prediction: Video anomaly detection via multi-grained
prediction",
JOURNAL = IET-IPR,
VOLUME = "18",
YEAR = "2024",
NUMBER = "10",
PAGES = "2568-2583",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190162"}
@article{bb194731,
AUTHOR = "Paulraj, S. and Vairavasundaram, S.",
TITLE = "M2VAD: Multiview multimodality transformer-based weakly supervised
video anomaly detection",
JOURNAL = IVC,
VOLUME = "149",
YEAR = "2024",
PAGES = "105139",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190163"}
@article{bb194732,
AUTHOR = "Su, Y. and Tan, Y. and An, S. and Xing, M. and Feng, Z.Y.",
TITLE = "Semantic-driven dual consistency learning for weakly supervised video
anomaly detection",
JOURNAL = PR,
VOLUME = "157",
YEAR = "2025",
PAGES = "110898",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190164"}
@article{bb194733,
AUTHOR = "Biradar, K.M. and Mandal, M. and Dube, S. and Vipparthi, S.K. and Tyagi, D.K.",
TITLE = "Triplet-set feature proximity learning for video anomaly detection",
JOURNAL = IVC,
VOLUME = "150",
YEAR = "2024",
PAGES = "105205",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190165"}
@article{bb194734,
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#TT190166"}
@article{bb194735,
AUTHOR = "Fan, J. and Ji, Y.X. and Wu, H. and Ge, Y. and Sun, D.F. and Wu, J.",
TITLE = "An unsupervised video anomaly detection method via Optical Flow
decomposition and Spatio-Temporal feature learning",
JOURNAL = PRL,
VOLUME = "185",
YEAR = "2024",
PAGES = "239-246",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190167"}
@article{bb194736,
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#TT190168"}
@article{bb194737,
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#TT190169"}
@article{bb194738,
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#TT190170"}
@article{bb194739,
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#TT190171"}
@article{bb194740,
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#TT190172"}
@article{bb194741,
AUTHOR = "Yang, Q.Y. and Wang, C.X. and Liu, P. and Jiang, Z. and Li, J.J.",
TITLE = "Video Anomaly Detection via self-supervised and spatio-temporal proxy
tasks learning",
JOURNAL = PR,
VOLUME = "158",
YEAR = "2025",
PAGES = "111021",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190173"}
@article{bb194742,
AUTHOR = "Gangloff, H. and Pham, M.T. and Courtrai, L. and Lefevre, S.",
TITLE = "Variational Autoencoder with Gaussian Random Field prior: Application
to unsupervised animal detection in aerial images",
JOURNAL = PandRS,
VOLUME = "218",
YEAR = "2024",
PAGES = "600-609",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190174"}
@inproceedings{bb194743,
AUTHOR = "Gangloff, H. and Pham, M.T. and Courtrai, L. and Lefevre, S.",
TITLE = "Unsupervised Anomaly Detection Using Variational Autoencoder with
Gaussian Random Field Prior",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "1620-1624",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190175"}
@article{bb194744,
AUTHOR = "Cao, C.Q. and Zhang, H. and Lu, Y. and Wang, P. and Zhang, Y.N.",
TITLE = "Scene-Dependent Prediction in Latent Space for Video Anomaly
Detection and Anticipation",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "1",
MONTH = "January",
PAGES = "224-239",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190176"}
@article{bb194745,
AUTHOR = "Zanella, L. and Liberatori, B. and Menapace, W. and Poiesi, F. and Wang, Y.M. and Ricci, E.",
TITLE = "Delving into CLIP latent space for Video Anomaly Recognition",
JOURNAL = CVIU,
VOLUME = "249",
YEAR = "2024",
PAGES = "104163",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190177"}
@article{bb194746,
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#TT190178"}
@article{bb194747,
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#TT190179"}
@article{bb194748,
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#TT190180"}
@article{bb194749,
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#TT190181"}
@article{bb194750,
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#TT190182"}
@article{bb194751,
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#TT190183"}
@article{bb194752,
AUTHOR = "Pitchandi, P. and Sadu, V.B. and Kalaipoonguzhali, V. and Arivukarasi, M.",
TITLE = "A novel video anomaly detection using hybrid sand cat Swarm
optimization with backpropagation neural network by UCSD Ped 1
dataset",
JOURNAL = JVCIR,
VOLUME = "108",
YEAR = "2025",
PAGES = "104414",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190184"}
@article{bb194753,
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#TT190185"}
@inproceedings{bb194754,
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#TT190186"}
@article{bb194755,
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#TT190187"}
@article{bb194756,
AUTHOR = "Han, X.S. and Wang, X. and Liu, W. and Ye, L.P. and Xu, X.",
TITLE = "Retrieving and Reasoning: Multivariate Feature and Attribute
Cooperation for Video Anomaly Detection",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "1595-1599",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190188"}
@article{bb194757,
AUTHOR = "Yang, Z. and Wang, G.D. and Guo, Y.F. and Bao, X. and Huang, D.",
TITLE = "Anomaly-aware self-supervised feature learning for weakly supervised
video anomaly detection",
JOURNAL = CVIU,
VOLUME = "257",
YEAR = "2025",
PAGES = "104379",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190189"}
@article{bb194758,
AUTHOR = "Kim, J. and Cho, S.B.",
TITLE = "Unsupervised video anomaly detection by memory network with
autoencoders in euclidean and non-euclidean spaces",
JOURNAL = PR,
VOLUME = "167",
YEAR = "2025",
PAGES = "111759",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190190"}
@article{bb194759,
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#TT190191"}
@article{bb194760,
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#TT190192"}
@article{bb194761,
AUTHOR = "Liu, J. and Liu, Y. and Lin, J. and Li, J.L. and Cao, L. and Sun, P. and Hu, B. and Song, L. and Boukerche, A. and Leung, V.C.M.",
TITLE = "Networking Systems for Video Anomaly Detection: A Tutorial and Survey",
JOURNAL = Surveys,
VOLUME = "57",
YEAR = "2025",
NUMBER = "10",
MONTH = "May",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190193"}
@article{bb194762,
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#TT190194"}
@article{bb194763,
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#TT190195"}
@article{bb194764,
AUTHOR = "Wang, C. and Jiang, Z. and Deng, H.G. and Yan, C.",
TITLE = "A video anomaly detection framework based on semantic consistency and
multi-attribute feature complementarity",
JOURNAL = PR,
VOLUME = "170",
YEAR = "2026",
PAGES = "112016",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190196"}
@article{bb194765,
AUTHOR = "Lyu, J.H. and Zhao, M.H. and Hu, J. and Xi, R.T. and Huang, X.W. and Du, S.L. and Shi, C. and Ma, T.",
TITLE = "Bidirectional skip-frame prediction for video anomaly detection with
intra-domain disparity-driven attention",
JOURNAL = PR,
VOLUME = "170",
YEAR = "2026",
PAGES = "112010",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190197"}
@article{bb194766,
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#TT190198"}
@article{bb194767,
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#TT190199"}
@inproceedings{bb194768,
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#TT190200"}
@inproceedings{bb194769,
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#TT190201"}
@inproceedings{bb194770,
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#TT190202"}
@inproceedings{bb194771,
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#TT190203"}
@inproceedings{bb194772,
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#TT190204"}
@inproceedings{bb194773,
AUTHOR = "Chen, J.Q. and Tan, X. and Yang, J.W. and Rahardja, S. and Rahardja, S.",
TITLE = "FlexAE: A Self-Conditioned Detector To Prevent Model Overfitting for
Unsupervised Video Anomaly Detection",
BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "1120-1125",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190205"}
@inproceedings{bb194774,
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#TT190206"}
@inproceedings{bb194775,
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#TT190207"}
@inproceedings{bb194776,
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#TT190208"}
@inproceedings{bb194777,
AUTHOR = "Zhang, J. and Suganuma, M. and Okatani, T.",
TITLE = "Contextual Affinity Distillation for Image Anomaly Detection",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "148-157",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190209"}
@inproceedings{bb194778,
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#TT190210"}
@inproceedings{bb194779,
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#TT190211"}
@inproceedings{bb194780,
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#TT190212"}
@inproceedings{bb194781,
AUTHOR = "Guo, H. and Ren, L.P. and Fu, J.J. and Wang, Y.W. and Zhang, Z.Z. and Lan, C.L. and Wang, H.Q. and Hou, X.W.",
TITLE = "Template-guided Hierarchical Feature Restoration for Anomaly
Detection",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "6424-6435",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190213"}
@inproceedings{bb194782,
AUTHOR = "Cao, T. and Zhu, J. and Pang, G.S.",
TITLE = "Anomaly Detection under Distribution Shift",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "6488-6500",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190214"}
@inproceedings{bb194783,
AUTHOR = "Patel, A. and Tudosiu, P.D. and Pinaya, W.H.L. and Graham, M.S. and Adeleke, O. and Cook, G. and Goh, V. and Ourselin, S. and Cardoso, M.J.",
TITLE = "Self-Supervised Anomaly Detection from Anomalous Training Data via
Iterative Latent Token Masking",
BOOKTITLE = CVAMD23,
YEAR = "2023",
PAGES = "2394-2402",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190215"}
@inproceedings{bb194784,
AUTHOR = "Shi, C.R. and Sun, C. and Wu, Y.W. and Jia, Y.D.",
TITLE = "Video Anomaly Detection via Sequentially Learning Multiple Pretext
Tasks",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "10296-10306",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190216"}
@inproceedings{bb194785,
AUTHOR = "Leveni, F. and Magri, L. and Alippi, C. and Boracchi, G.",
TITLE = "Hashing for Structure-based Anomaly Detection",
BOOKTITLE = CIAP23,
YEAR = "2023",
PAGES = "II:25-36",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190217"}
@inproceedings{bb194786,
AUTHOR = "Ma, W. and Lan, S.Y. and Huang, W. and Ma, Y.T. and Yang, H.Y. and Pan, W. and Zheng, Y.L.",
TITLE = "Flow-Based One-Class Anomaly Detection with Multi-Frequency Feature
Fusion",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "3474-3478",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190218"}
@inproceedings{bb194787,
AUTHOR = "Wang, H. and Dai, L.Q. and Tong, J.L. and Zhai, Y.",
TITLE = "Odd: One-Class Anomaly Detection Via The Diffusion Model",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "3000-3004",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190219"}
@inproceedings{bb194788,
AUTHOR = "Wang, M.Q. and Li, J.W. and Li, Z.Y. and Luo, C.X. and Chen, B. and Xia, S.T. and Wang, Z.",
TITLE = "Unsupervised Anomaly Detection with Local-Sensitive VQVAE and
Global-Sensitive Transformers",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "1080-1084",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190220"}
@inproceedings{bb194789,
AUTHOR = "Cui, Y.J. and Liu, Z.X. and Lian, S.",
TITLE = "Patch-Wise Auto-Encoder for Visual Anomaly Detection",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "870-874",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190221"}
@inproceedings{bb194790,
AUTHOR = "Zhao, M.Y. and Song, Y.H.",
TITLE = "Abnormal-Aware Loss and Full Distillation for Unsupervised Anomaly
Detection Based on Knowledge Distillation",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "715-719",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190222"}
@inproceedings{bb194791,
AUTHOR = "Belton, N. and Hagos, M.T. and Lawlor, A. and Curran, K.M.",
TITLE = "FewSOME: One-Class Few Shot Anomaly Detection with Siamese Networks",
BOOKTITLE = VAND23,
YEAR = "2023",
PAGES = "2978-2987",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190223"}
@inproceedings{bb194792,
AUTHOR = "Zhang, X. and Li, S.Y. and Li, X. and Huang, P. and Shan, J. and Chen, T.",
TITLE = "DeSTSeg: Segmentation Guided Denoising Student-Teacher for Anomaly
Detection",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "3914-3923",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190224"}
@inproceedings{bb194793,
AUTHOR = "Cho, M. and Kim, M. and Hwang, S. and Park, C. and Lee, K. and Lee, S.Y.",
TITLE = "Look Around for Anomalies: Weakly-Supervised Anomaly Detection via
Context-Motion Relational Learning",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "12137-12146",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190225"}
@inproceedings{bb194794,
AUTHOR = "Liu, W.R. and Chang, H. and Ma, B.P. and Shan, S.G. and Chen, X.L.",
TITLE = "Diversity-Measurable Anomaly Detection",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "12147-12156",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190226"}
@inproceedings{bb194795,
AUTHOR = "Gaus, Y.F.A. and Bhowmik, N. and Isaac Medina, B.K.S. and Shum, H.P.H. and Atapour Abarghouei, A. and Breckon, T.P.",
TITLE = "Region-based Appearance and Flow Characteristics for Anomaly
Detection in Infrared Surveillance Imagery",
BOOKTITLE = VAND23,
YEAR = "2023",
PAGES = "2995-3005",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190227"}
@inproceedings{bb194796,
AUTHOR = "Yao, X.C. and Li, R. and Zhang, J. and Sun, J. and Zhang, C.Y.",
TITLE = "Explicit Boundary Guided Semi-Push-Pull Contrastive Learning for
Supervised Anomaly Detection",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "24490-24499",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190228"}
@inproceedings{bb194797,
AUTHOR = "Reiss, T. and Cohen, N. and Horwitz, E. and Abutbul, R. and Hoshen, Y.",
TITLE = "Anomaly Detection Requires Better Representations",
BOOKTITLE = SelfLearn22,
YEAR = "2022",
PAGES = "56-68",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190229"}
@inproceedings{bb194798,
AUTHOR = "Wu, J.M. and Shu, P.C. and Hong, H.Y. and Li, X.X. and Ma, L. and Zhang, Y.Z. and Zhu, Y. and Wang, L.",
TITLE = "Unsupervised Encoder-decoder Model for Anomaly Prediction Task",
BOOKTITLE = MMMod23,
YEAR = "2023",
PAGES = "II: 549-561",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190230"}
@inproceedings{bb194799,
AUTHOR = "Ngoc, H.N. and Xuan, N.N. and Bui, T.H. and Hung, D.H. and Truong, S.Q.H. and Hoang, V.",
TITLE = "An efficient approach for real-time abnormal human behavior
recognition on surveillance cameras",
BOOKTITLE = FG23,
YEAR = "2023",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f729.html#TT190231"}
Last update:Oct 6, 2025 at 14:07:43