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 …

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 …

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 …

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

B Sophia, D Chitra - Intelligent Automation & Soft Computing, 2023 - search.ebscohost.com
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 …

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 …

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 …

[HTML][HTML] Automatically detect crosswalks from satellite view images–A deep learning approach with ground truth verification

J Luttrell IV, Y Zhang, C Zhang - International Journal of Transportation …, 2024 - Elsevier
Like roadway information is to motor vehicle safety, pedestrian facility information (eg,
sidewalk presence) is crucial towards improving the safety of these vulnerable road users …

Pedestrian detection based on deep learning

HM Jeon, VD Nguyen, JW Jeon - IECON 2019-45th Annual …, 2019 - ieeexplore.ieee.org
While it is a hot issue whether cars could drive by themselves in emergent situations without
any kind of human interference, pedestrian detection is the key technology in autonomous …

CMNN-RADC: A crowdsensing convolutional-based mixer neural network road anomalies detector and classifier

N Sabor, M AbdelRaheem - Internet of Things, 2023 - Elsevier
The ability of classifying road anomalies plays a crucial role in monitoring road conditions
and the maintenance process. Modern techniques utilize the acceleration signal resulting …