A comprehensive review for video anomaly detection on videos

ZK Abbas, AA Al-Ani - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
Video Surveillance Systems (VSS) are widely utilized in public and private areas to increase
public safety, such as shopping malls, markets, banks, hospitals, educational institutions …

Light-weight AI and IoT collaboration for surveillance video pre-processing

Y Liu, L Kong, G Chen, F Xu, Z Wang - Journal of Systems Architecture, 2021 - Elsevier
As one of the internet of things (IoT) use cases, wireless surveillance systems are rapidly
gaining popularity due to their easier deployability and improved performance. Videos …

[PDF][PDF] Anomaly detection in surveillance videos based on H265 and deep learning

ZK Abbas, AA Al-Ani - International Journal of Advanced …, 2022 - researchgate.net
This paper discusses anomaly detection, which is one of the most well-known applications
of human activity recognition. Due to the ever-increasing activities posing risks ranging from …

A Profound Review of AI-Driven Crime Detection in CCTV Videos

R Pisati, R Astya, P Chauhan - 2024 Sixth International …, 2024 - ieeexplore.ieee.org
Closed Circuit Television (CCTV) surveillance systems are widely utilized in public and
private areas in order to increase public safety, such as shopping malls, markets, banks …

Detection of Criminal Activity Using Deep Learning

P Purushotham, G Srividya, A Chitty… - 2024 International …, 2024 - ieeexplore.ieee.org
The surge in criminal activities presents a formidable challenge for global law enforcement
agencies. Traditional crime detection methods often struggle to address the intricate and …

Transfer Learning Model forAnomalous Event Recognition in Big Video Data

R Adel, A Youssif, M Mostafa - 2024 - researchsquare.com
The primary objective of this research was to enhance video surveillance through the
frequent utilization of anomalous event recognition techniques by incorporating transfer …

[PDF][PDF] Deep Learning Models for Crime Intention Detection Using Object Detection

AO Hashi, AA Abdirahman, MA Elmi… - … Journal of Advanced …, 2023 - researchgate.net
The majority of visual based surveillance applications and security systems heavily rely on
object detection, which serves as a critical module. In the context of crime scene analysis …