Harnessing optimization with deep learning approach on intelligent transportation system for anomaly detection in pedestrian walkways

Harnessing optimization with deep learning approach on intelligent transportation system for anomaly detection in pedestrian walkways

Abstract Anomaly Detection (AD) in pedestrian walkways is significant in urban safety and security methods. It is generally employed for perceiving unusual or abnormal situations, behaviours, or actions in regions devoted to pedestrian traffic, like pedestrian bridges, sidewalks, or crosswalks. The...

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Bibliographic Details
Main Authors: Sultan Refa Alotaibi, Fatma S. Alrayes, Mashael Maashi, Mohammed Maray, Mohammed A. Alliheedi, Donia Badawood, Moneerah Alotaibi
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Median filtering
Intelligent transportation system
Chameleon swarm algorithm
Pedestrian walkway
YOLOv7
Online Access:https://doi.org/10.1038/s41598-025-99940-7
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https://doi.org/10.1038/s41598-025-99940-7

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