Overcoming occlusion in the automotive environment—A review

S Gilroy, E Jones, M Glavin - IEEE Transactions on Intelligent …, 2019 - ieeexplore.ieee.org
Accurate and consistent vulnerable road user detection remains one of the most challenging
perception tasks for autonomous vehicles. One of the most complex outstanding issues is …

Detection of motorcycles in urban traffic using video analysis: A review

JE Espinosa, SA Velastín… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Motorcycles are Vulnerable Road Users (VRU) and as such, in addition to bicycles and
pedestrians, they are the traffic actors most affected by accidents in urban areas. Automatic …

[HTML][HTML] Real-time license plate detection for non-helmeted motorcyclist using YOLO

Y Jamtsho, P Riyamongkol, R Waranusast - Ict Express, 2021 - Elsevier
Nowadays, detection of license plate (LP) for non-helmeted motorcyclist has become
mandatory to ensure the safety of the motorcyclists. This paper presents the real-time …

Detection of motorcyclists without helmet in videos using convolutional neural network

C Vishnu, D Singh, CK Mohan… - 2017 International joint …, 2017 - ieeexplore.ieee.org
In order to ensure the safety measures, the detection of traffic rule violators is a highly
desirable but challenging task due to various difficulties such as occlusion, illumination, poor …

Automatic detection of bike-riders without helmet using surveillance videos in real-time

K Dahiya, D Singh, CK Mohan - 2016 International Joint …, 2016 - ieeexplore.ieee.org
In this paper, we propose an approach for automatic detection of bike-riders without helmet
using surveillance videos in real time. The proposed approach first detects bike riders from …

Real-time detection of motorcyclist without helmet using cascade of cnns on edge-device

D Singh, C Vishnu, CK Mohan - 2020 IEEE 23rd International …, 2020 - ieeexplore.ieee.org
The real-time detection of traffic rule violators in a city-wide surveillance network is a highly
desirable but challenging task because it needs to perform computationally complex …

Helmet presence classification with motorcycle detection and tracking

J Chiverton - IET Intelligent Transport Systems, 2012 - IET
Helmets are essential for the safety of a motorcycle rider, however, the enforcement of
helmet wearing is a time-consuming labour intensive task. A system for the automatic …

Machine vision techniques for motorcycle safety helmet detection

R Waranusast, N Bundon, V Timtong… - … conference on image …, 2013 - ieeexplore.ieee.org
Although motorcycle safety helmets are known for preventing head injuries, in many
countries, the use of motorcycle helmets is low due to the lack of police power to enforcing …

Automated detection of helmet on motorcyclists from traffic surveillance videos: a comparative analysis using hand-crafted features and CNN

L Shine, J CV - Multimedia Tools and Applications, 2020 - Springer
The higher mortality rate in motorcycle accidents is attributed to negligence in wearing a
helmet by two-wheeler riders. Identification of helmetless riders in real-time is an essential …

Automatic detection of motorcyclists without helmet

R Silva, K Aires, T Santos, K Abdala… - 2013 XXXIX Latin …, 2013 - ieeexplore.ieee.org
Motorcycle accidents have been rapidly growing throughout the years in many countries.
Due to various social and economic factors, this type of vehicle is becoming increasingly …