Crowd Anomaly Detection via Spatial Constraints and Meaningful Perturbation

Anomaly Detection, Localization and Classification Using Drifting Synchrophasor Data Streams

(2021) A. Ahmed et al.   IEEE Transactions on Smart Grid

Interpretable End-to-End Urban Autonomous Driving With Latent Deep Reinforcement Learning

(2021) Jianyu Chen et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

“Explaining” machine learning reveals policy challenges

(2020) Diane Coyle et al.   SCIENCE

AnomalyNet: An Anomaly Detection Network for Video Surveillance

(2019) Joey Tianyi Zhou et al.   IEEE Transactions on Information Forensics and Security

Spatiotemporal Anomaly Detection Using Deep Learning for Real-Time Video Surveillance

(2019) Rashmika Nawaratne et al.   IEEE Transactions on Industrial Informatics

A Generic Anomaly Detection of Catenary Support Components Based on Generative Adversarial Networks

(2019) Yang Lyu et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Deep-anomaly: Fully convolutional neural network for fast anomaly detection in crowded scenes

(2018) Mohammad Sabokrou et al.   COMPUTER VISION AND IMAGE UNDERSTANDING

Deep Spatio-Temporal Representation for Detection of Road Accidents Using Stacked Autoencoder

(2018) Dinesh Singh et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Sparse Coding Guided Spatiotemporal Feature Learning for Abnormal Event Detection in Large Videos

(2018) Wenqing Chu et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Efficient Deep CNN-Based Fire Detection and Localization in Video Surveillance Applications

(2018) Khan Muhammad et al.   IEEE Transactions on Systems Man Cybernetics-Systems

The mythos of model interpretability

(2018) Zachary C. Lipton   COMMUNICATIONS OF THE ACM

Generative Neural Networks for Anomaly Detection in Crowded Scenes

(2018) Tian Wang et al.   IEEE Transactions on Information Forensics and Security

Abnormal Event Detection From Videos Using a Two-Stream Recurrent Variational Autoencoder

(2018) Shiyang Yan et al.   IEEE Transactions on Cognitive and Developmental Systems

Deep-Cascade: Cascading 3D Deep Neural Networks for Fast Anomaly Detection and Localization in Crowded Scenes

(2017) Mohammad Sabokrou et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Anomaly Detection in Traffic Scenes via Spatial-Aware Motion Reconstruction

(2017) Yuan Yuan et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Action Recognition with Dynamic Image Networks

(2017) Hakan Bilen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Statistical Hypothesis Detector for Abnormal Event Detection in Crowded Scenes

(2017) Yuan Yuan et al.   IEEE Transactions on Cybernetics

Spatial–temporal convolutional neural networks for anomaly detection and localization in crowded scenes

(2016) Shifu Zhou et al.   SIGNAL PROCESSING-IMAGE COMMUNICATION

Video Anomaly Search in Crowded Scenes via Spatio-Temporal Motion Context

(2013) Yang Cong et al.   IEEE Transactions on Information Forensics and Security

Automated human behavior analysis from surveillance videos: a survey

(2012) D. Gowsikhaa et al.   ARTIFICIAL INTELLIGENCE REVIEW

Robust Real-Time Unusual Event Detection using Multiple Fixed-Location Monitors

(2008) Amit Adam et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE