An autonomous framework for real-time wrong-way driving vehicle detection from closed-circuit televisions

P Suttiponpisarn, C Charnsripinyo, S Usanavasin… - Sustainability, 2022 - mdpi.com
Around 1.3 million people worldwide die each year because of road traffic crashes. There
are many reasons which cause accidents, and driving in the wrong direction is one of them …

[PDF][PDF] Enhancing Road Safety: Advanced Traffic Sign Recognition Using Convolutional Neural Networks

IAB Faisal - International Journal of Computer Science and …, 2024 - academia.edu
This article focuses on Convolutional Neural Networks (CNNs) that can help recognize traffic
signs for automated driving and their importance in improving traffic safety. This study …

[PDF][PDF] An autonomous framework for real-time wrong-way driving vehicle detection from CCTV

P Suttiponpisarn, S Usanavasin - 2021 - ethesisarchive.library.tu.ac.th
ABSTRACT In 2018, around 22,000 people were killed in road accidents in Thailand and
more than 80% of road accidents involved motorcycles. There are several reasons for traffic …