| Generalized video anomaly event detection: Systematic taxonomy and comparison of deep models Y Liu, D Yang, Y Wang, J Liu, J Liu, A Boukerche, P Sun, L Song ACM Computing Surveys 56 (7), 1-38, 2024 | 90 | 2024 |
| Video event restoration based on keyframes for video anomaly detection Z Yang, J Liu, Z Wu, P Wu, X Liu Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 87 | 2023 |
| Appearance-motion united auto-encoder framework for video anomaly detection Y Liu, J Liu, J Lin, M Zhao, L Song IEEE Transactions on Circuits and Systems II: Express Briefs 69 (5), 2498-2502, 2022 | 71 | 2022 |
| Spatio-temporal domain awareness for multi-agent collaborative perception K Yang, D Yang, J Zhang, M Li, Y Liu, J Liu, H Wang, P Sun, L Song Proceedings of the IEEE/CVF international conference on computer vision …, 2023 | 60 | 2023 |
| Collaborative normality learning framework for weakly supervised video anomaly detection Y Liu, J Liu, M Zhao, S Li, L Song IEEE Transactions on Circuits and Systems II: Express Briefs 69 (5), 2508-2512, 2022 | 59 | 2022 |
| Amp-net: Appearance-motion prototype network assisted automatic video anomaly detection system Y Liu, J Liu, K Yang, B Ju, S Liu, Y Wang, D Yang, P Sun, L Song IEEE Transactions on Industrial Informatics 20 (2), 2843-2855, 2023 | 56 | 2023 |
| Learning appearance-motion normality for video anomaly detection Y Liu, J Liu, M Zhao, D Yang, X Zhu, L Song 2022 IEEE International conference on multimedia and expo (ICME), 1-6, 2022 | 54 | 2022 |
| How2comm: Communication-efficient and collaboration-pragmatic multi-agent perception D Yang, K Yang, Y Wang, J Liu, Z Xu, R Yin, P Zhai, L Zhang Advances in Neural Information Processing Systems 36, 25151-25164, 2023 | 50 | 2023 |
| Weakly supervised audio-visual violence detection P Wu, X Liu, J Liu IEEE Transactions on Multimedia 25, 1674-1685, 2022 | 49 | 2022 |
| Dynamic local aggregation network with adaptive clusterer for anomaly detection Z Yang, P Wu, J Liu, X Liu European Conference on Computer Vision, 404-421, 2022 | 47 | 2022 |
| Aide: A vision-driven multi-view, multi-modal, multi-tasking dataset for assistive driving perception D Yang, S Huang, Z Xu, Z Li, S Wang, M Li, Y Wang, Y Liu, K Yang, ... Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 44 | 2023 |
| DSDCLA: Driving style detection via hybrid CNN-LSTM with multi-level attention fusion J Liu, Y Liu, D Li, H Wang, X Huang, L Song Applied Intelligence 53 (16), 19237-19254, 2023 | 40 | 2023 |
| Constructing robust community structure against edge-based attacks S Wang, J Liu IEEE Systems Journal 13 (1), 582-592, 2018 | 34 | 2018 |
| MSAF: Multimodal supervise-attention enhanced fusion for video anomaly detection D Wei, Y Liu, X Zhu, J Liu, X Zeng IEEE Signal Processing Letters 29, 2178-2182, 2022 | 31 | 2022 |
| Look, listen and pay more attention: Fusing multi-modal information for video violence detection DL Wei, CG Liu, Y Liu, J Liu, XG Zhu, XH Zeng ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 30 | 2022 |
| Stochastic video normality network for abnormal event detection in surveillance videos Y Liu, D Yang, G Fang, Y Wang, D Wei, M Zhao, K Cheng, J Liu, L Song Knowledge-Based Systems 280, 110986, 2023 | 28 | 2023 |
| Learning causality-inspired representation consistency for video anomaly detection Y Liu, Z Xia, M Zhao, D Wei, Y Wang, S Liu, B Ju, G Fang, J Liu, L Song Proceedings of the 31st ACM international conference on multimedia, 203-212, 2023 | 27 | 2023 |
| Distributional and spatial-temporal robust representation learning for transportation activity recognition J Liu, Y Liu, W Zhu, X Zhu, L Song Pattern Recognition 140, 109568, 2023 | 24 | 2023 |
| Exploiting spatial-temporal correlations for video anomaly detection M Zhao, Y Liu, J Liu, X Zeng 2022 26th International Conference on Pattern Recognition (ICPR), 1727-1733, 2022 | 24 | 2022 |
| Osin: Object-centric scene inference network for unsupervised video anomaly detection Y Liu, Z Guo, J Liu, C Li, L Song IEEE Signal Processing Letters 30, 359-363, 2023 | 18 | 2023 |
Yang LiuFudan UniversityVerifisert e-postadresse på fudan.edu.cn
