Anomaly Detection in Video Frames

A collection of important papers in this topic since the last 2 years.

Paper Title	Publisher	PDF Link	Other Information
Anomaly Detection in Video Sequence With Appearance-Motion Correspondence	ICCV 2019	pdf	[pdf] [supp]
Video anomaly detection and localization via Gaussian Mixture Fully Convolutional Variational Autoencoder	Elsevier
Learning Regularity in Skeleton Trajectories for Anomaly Detection in Videos	CVF	pdf	[pdf] [sup]
Spatiotemporal Anomaly Detection Using Deep Learning for Real-Time Video Surveillance	IEEE
Video Anomaly Detection With Sparse Coding Inspired Deep Neural Networks	IEEE
Motion-Aware Feature for Improved Video Anomaly Detection	arXiv	pdf
Region-based scalable smart system for anomaly detection in pedestrian walkways	Elsevier
Detecting Video Anomaly with a Stacked Convolutional LSTM Framework	Springer
CCTV Image Sequence Generation and Modeling Method for Video Anomaly Detection Using Generative Adversarial Network	Springer
Dynamic video anomaly detection and localization using sparse denoising autoencoders	Springer
Video Anomaly Detection in Post-Procedural Use of Laparoscopic Videos	Springer
Video Anomaly Detection and Localization in Crowded Scenes	Springer
Video Anomaly Detection Based on Hierarchical Clustering	Springer
Leveraging Deep Learning for Anomaly Detection in Video Surveillance	Springer
Energy-Based Localized Anomaly Detection in Video Surveillance	Springer
Deep learning approaches for video-based anomalous activity detection	Springer
Multiple feature set with feature selection for anomaly search in videos using hybrid classification	Springer
Two Stream Convolutional Neural Networks for Anomaly Detection in Surveillance Videos	Springer
Unsupervised deep learning system for local anomaly event detection in crowded scenes	Springer
Extended Hierarchical Temporal Memory for Motion Anomaly Detection	Springer
Anomaly detection in group activities based on fuzzy lattices using Schrödinger equation	Springer
Video Anomaly Detection in Confined Areas	Elsevier	pdf
Anomaly Detection in Road Traffic Using Visual Surveillance: A Survey	IEEE	pdf
Detection of Unknown Anomalies in Streaming Videos with Generative Energy-based Boltzmann Models	arXiv	pdf
Energy-Based Localization Anomaly Detection in Video Surveillance	Springer	pdf	[pdf]