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 …

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 …