An analysis of artificial intelligence techniques in surveillance video anomaly detection: A comprehensive survey

E Şengönül, R Samet, Q Abu Al-Haija, A Alqahtani… - Applied Sciences, 2023 - mdpi.com
Surveillance cameras have recently been utilized to provide physical security services
globally in diverse private and public spaces. The number of cameras has been increasing …

Transformer-based Spatio-Temporal Unsupervised Traffic Anomaly Detection in Aerial Videos

TM Tran, DC Bui, TV Nguyen… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Anomaly detection is an area of video analysis and plays an increasing role in ensuring
safety, preventing risks, and guaranteeing quick response in intelligent surveillance …

A survey on video anomaly detection

RK Yadav, R Kumar - 2022 IEEE Delhi section conference …, 2022 - ieeexplore.ieee.org
The number of surveillance cameras has increased considerably over the last decade, and
so is the research in order to reduce the human intervention in surveillance in order to …

An intelligent unsupervised anomaly detection in videos using inception capsule auto encoder

HS Modi, DA Parikh - The Imaging Science Journal, 2024 - Taylor & Francis
The feature extraction model focuses on extracting the spatio-temporal features using an
Inception-CAE. The extracted features have been enriched with essential data to achieve …

Video Anomaly Detection Based on HSOE-FAST Modified Deep Neural Network

AK Gupta, R Sharma, RP Ojha - SN Computer Science, 2024 - Springer
In recent times, video surveillance has become indispensable for public security, leveraging
computer vision advancements to analyze and comprehend lengthy video feeds. Anomaly …

Inflated 3D Convolution Network for Detecting Anomalies in Surveillance Videos

RK Yadav, R Kumar - 2022 4th International Conference on …, 2022 - ieeexplore.ieee.org
All cities are getting smart with the intervention of latest technologies, there infrastructure is
getting upgraded with each day. Critical informations is provided to us by these …

[PDF][PDF] Multi Label Anomaly Detection for Crowd Scenes using Deep Learning

MH Shankarlal, DA Parikh - 2023 - gtusitecirculars.s3.amazonaws.com
Automated video surveillance systems must be able to detect anomalies in congested
environments, especially in conditions with a lot of pedestrian activity. This study presents …

Deep Learning for Crowd Anomaly Detection

KK Aastveit - 2022 - uia.brage.unit.no
Today, public areas across the globe are monitored by an increasing amount of surveillance
cameras. This widespread usage has presented an ever-growing volume of data that cannot …