| An overview of deep learning based methods for unsupervised and semi-supervised anomaly detection in videos | Jan 9, 2018 | Anomaly DetectionSemi-supervised Anomaly Detection | CodeCode Available | 0 | 5 |
| Context Recovery and Knowledge Retrieval: A Novel Two-Stream Framework for Video Anomaly Detection | Sep 7, 2022 | Anomaly DetectionRetrieval | CodeCode Available | 0 | 5 |
| Prompt-Enhanced Multiple Instance Learning for Weakly Supervised Video Anomaly Detection | Jan 1, 2024 | Anomaly DetectionMultiple Instance Learning | CodeCode Available | 0 | 5 |
| Reasonable Anomaly Detection in Long Sequences | Sep 6, 2023 | Anomaly DetectionVideo Anomaly Detection | CodeCode Available | 0 | 5 |
| PoseWatch: A Transformer-based Architecture for Human-centric Video Anomaly Detection Using Spatio-temporal Pose Tokenization | Aug 27, 2024 | Anomaly DetectionVideo Anomaly Detection | CodeCode Available | 0 | 5 |
| Predicting Next Local Appearance for Video Anomaly Detection | Jun 10, 2021 | Anomaly DetectionObject | CodeCode Available | 0 | 5 |
| Multiple Instance-Based Video Anomaly Detection using Deep Temporal Encoding-Decoding | Jul 3, 2020 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 0 | 5 |
| Anomaly detection using prediction error with Spatio-Temporal Convolutional LSTM | May 18, 2022 | Anomaly DetectionPrediction | CodeCode Available | 0 | 5 |
| Low-Latency Video Anonymization for Crowd Anomaly Detection: Privacy vs. Performance | Oct 24, 2024 | Anomaly DetectionDe-identification | CodeCode Available | 0 | 5 |
| Making Anomalies More Anomalous: Video Anomaly Detection Using a Novel Generator and Destroyer | Feb 26, 2024 | Anomaly DetectionVideo Anomaly Detection | CodeCode Available | 0 | 5 |
| Lightning Fast Video Anomaly Detection via Adversarial Knowledge Distillation | Nov 28, 2022 | Anomaly DetectionKnowledge Distillation | CodeCode Available | 0 | 5 |
| Learn Suspected Anomalies from Event Prompts for Video Anomaly Detection | Mar 2, 2024 | Anomaly DetectionMultiple Instance Learning | CodeCode Available | 0 | 5 |
| Bounding Boxes and Probabilistic Graphical Models: Video Anomaly Detection Simplified | Jul 8, 2024 | Anomaly DetectionVideo Anomaly Detection | CodeCode Available | 0 | 5 |
| BiPOCO: Bi-Directional Trajectory Prediction with Pose Constraints for Pedestrian Anomaly Detection | Jul 5, 2022 | Anomaly DetectionAutonomous Driving | CodeCode Available | 0 | 5 |
| Learning Regularity in Skeleton Trajectories for Anomaly Detection in Videos | Mar 8, 2019 | Anomaly DetectionDecoder | CodeCode Available | 0 | 5 |
| CKNN: Cleansed k-Nearest Neighbor for Unsupervised Video Anomaly Detection | Aug 6, 2024 | Anomaly DetectionVideo Anomaly Detection | CodeCode Available | 0 | 5 |
| Learning Temporal Regularity in Video Sequences | Apr 15, 2016 | Abnormal Event Detection In VideoAnomaly Detection | CodeCode Available | 0 | 5 |
| MTFL: Multi-Timescale Feature Learning for Weakly-Supervised Anomaly Detection in Surveillance Videos | Oct 8, 2024 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 0 | 5 |
| Adversarially Learned One-Class Classifier for Novelty Detection | Feb 25, 2018 | Anomaly DetectionNovelty Detection | CodeCode Available | 0 | 5 |
| Beyond the Benchmark: Detecting Diverse Anomalies in Videos | Oct 3, 2023 | Action RecognitionAnomaly Detection | CodeCode Available | 0 | 5 |
| Attribute Restoration Framework for Anomaly Detection | Nov 25, 2019 | Anomaly DetectionAttribute | CodeCode Available | 0 | 5 |
| Dynamic Erasing Network Based on Multi-Scale Temporal Features for Weakly Supervised Video Anomaly Detection | Dec 4, 2023 | Anomaly DetectionVideo Anomaly Detection | CodeCode Available | 0 | 5 |
| Benchmarking Jetson Edge Devices with an End-to-end Video-based Anomaly Detection System | Jul 28, 2023 | Anomaly DetectionAutonomous Driving | CodeCode Available | 0 | 5 |
| Bayesian Nonparametric Submodular Video Partition for Robust Anomaly Detection | Mar 24, 2022 | Anomaly DetectionMultiple Instance Learning | CodeCode Available | 0 | 5 |
| An Exploratory Study on Human-Centric Video Anomaly Detection through Variational Autoencoders and Trajectory Prediction | Apr 29, 2024 | Anomaly DetectionTrajectory Prediction | CodeCode Available | 0 | 5 |
