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 …

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 …

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 …

Deep learning-based pedestrian detection in autonomous vehicles: Substantial issues and challenges

S Iftikhar, Z Zhang, M Asim, A Muthanna… - Electronics, 2022 - mdpi.com
In recent years, autonomous vehicles have become more and more popular due to their
broad influence over society, as they increase passenger safety and convenience, lower fuel …

Intelligent multimodal pedestrian detection using hybrid metaheuristic optimization with deep learning model

J Kolluri, R Das - Image and Vision Computing, 2023 - Elsevier
For video surveillance, pedestrian detection assists in providing baseline data for crowd
monitoring, people counting, and event detection; for smart transport system, pedestrian …

Advance generalization technique through 3D CNN to overcome the false positives pedestrian in autonomous vehicles

S Iftikhar, M Asim, Z Zhang, AAA El-Latif - Telecommunication Systems, 2022 - Springer
With the popularity of autonomous vehicles and the rapid development of intelligent
transportation, the application scenarios for detecting pedestrians in everyday life are …