Golden jackal optimization with deep learning-based anomaly detection in pedestrian walkways for road traffic safety

S Al Sulaie - International conference on innovative computing and …, 2023 - Springer
Road traffic safety discusses the procedures and measures utilized for preventing road
users from being dead or critically injured. Archetypal road users contain horse riders …

An automated deep learning based anomaly detection in pedestrian walkways for vulnerable road users safety

IV Pustokhina, DA Pustokhin, T Vaiyapuri, D Gupta… - Safety science, 2021 - Elsevier
Anomaly detection in pedestrian walkways is an important research topic, commonly used to
improve the safety of pedestrians. Due to the wide utilization of video surveillance systems …

Anomaly detection in pedestrian walkways for intelligent transportation system using federated learning and Harris hawks optimizer on remote sensing images

MA Alohali, M Aljebreen, N Nemri, R Allafi… - Remote Sensing, 2023 - mdpi.com
Anomaly detection in pedestrian walkways is a vital research area that uses remote sensing,
which helps to optimize pedestrian traffic and enhance flow to improve pedestrian safety in …

Assisting visually impaired people using deep learning-based anomaly detection in pedestrian walkways for intelligent transportation systems on remote sensing …

H Alsolai, FN Al-Wesabi, A Motwakel… - Journal of Disability …, 2023 - scienceopen.com
Anomaly detection in pedestrian walkways of visually impaired people (VIP) is a vital
research area that utilizes remote sensing and aids to optimize pedestrian traffic and …

Intelligent Multi-Group Marine Predator Algorithm With Deep Learning Assisted Anomaly Detection in Pedestrian Walkways

SR Sree, EL Lydia, MA Ahmed, K Radhika… - IEEE …, 2024 - ieeexplore.ieee.org
Anomaly Detection (AD) in Pedestrian Walkways (PWs) is critical to urban security and
safety systems. It is widely used to detect abnormal or unusual behaviours, situations, or …

Leveraging YOLOv5s with optimization‐based effective anomaly detection in pedestrian walkways

A Shaik, SM Basha - Expert Systems - Wiley Online Library
Currently, video surveillance is generally used to safeguard safety in public places like
railway stations, traffic signals, malls, and so on. Video anomaly recognition and localization …

Bioinspired Garra Rufa optimization-assisted deep learning model for object classification on pedestrian walkways

E Yang, K Shankar, S Kumar, C Seo - Biomimetics, 2023 - mdpi.com
Object detection in pedestrian walkways is a crucial area of research that is widely used to
improve the safety of pedestrians. It is not only challenging but also a tedious process to …

Region-based scalable smart system for anomaly detection in pedestrian walkways

BS Murugan, M Elhoseny, K Shankar… - Computers & Electrical …, 2019 - Elsevier
Different-sized anomalies and its occurrence in a shorter period have always been an open
research issue. To resolve the issue of detecting anomalies of different sizes, especially in …

[PDF][PDF] Segmentation Based Real Time Anomaly Detection and Tracking Model for Pedestrian Walkways.

B Sophia, D Chitra - Intelligent Automation & Soft Computing, 2023 - cdn.techscience.cn
Presently, video surveillance is commonly employed to ensure security in public places such
as traffic signals, malls, railway stations, etc. A major challenge in video surveillance is the …

Video anomaly detection for pedestrian surveillance

D Yadav, A Jain, S Asati, AK Yadav - Computer Vision and Machine …, 2023 - Springer
With the increase in video surveillance technology, modern human beings have more viable
options to enhance safety, security, and monitoring. Automatic video surveillance is an …