Identification of driver phone usage violations via state-of-the-art object detection with tracking

S Carrell, A Atapour-Abarghouei - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
The use of mobiles phones when driving has been a major factor when it comes to road
traffic i ncidents and the process of capturing such violations can be a laborious task …

Cell phone usage detection in roadway images: from plate recognition to violation classification

A Balabid, A Altaban, M Albsisi, A Alhothali - Neural Computing and …, 2023 - Springer
Distracted driving plays a significant role in road accidents worldwide. Detecting distracted
driving in real time is a significant challenge faced by law enforcement officers. Although …

Human elbow flexion behaviour recognition based on posture estimation in complex scenes

F Gong, Y Li, X Yuan, X Liu, Y Gao - IET Image Processing, 2023 - Wiley Online Library
Aiming at the difficulty of recognising the smoking and making phone calls behaviours of
people in the complex background of construction sites, a method of recognising human …

Driver's Seat Belt Detection Using CNN-SVM: A Hybrid Approach

L Singh, D Chaurasia, NK Tiwari… - 2024 IEEE 13th …, 2024 - ieeexplore.ieee.org
Seat belt detection is essential in transportation systems to reduce accidents. A seat belt can
prevent the driver from fatal injuries. Because the seat belt is a major safety feature inside …

Enhancing Urban Traffic Management: Advanced Strategies in Image Recognition-Based Intelligent Traffic Monitoring.

J Pang - Traitement du Signal, 2023 - search.ebscohost.com
As urban traffic pressures escalate, intelligent traffic monitoring systems have become
instrumental in mitigating congestion and enhancing road safety. These systems, founded …

Mobile Dimensions Detection For Forensic Investigation

S Sharma, S Gupta, R Ahuja… - 2021 6th International …, 2021 - ieeexplore.ieee.org
This paper proposed a canny edge detection-based approach for measuring the dimension
of an object of mobile type captured in an image from the given distance. The purpose of the …

[PDF][PDF] DEEP LEARNING FOR MOBILE PHONE DETECTION WHILE DRIVING BY IMAGE RECOGNITION

YMEI HWEI - 2020 - eprints.utm.my
Majority of the existing works are based on in-car camera system mounted inside the
vehicles, which is more suitable to be implemented as driver assistance system. This is …