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 …

Deep learning‐based helmet wear analysis of a motorcycle rider for intelligent surveillance system

B Yogameena, K Menaka… - IET Intelligent …, 2019 - Wiley Online Library
Automatic helmet wear analysis of a motorcycle rider is a promising video surveillance
application, as the helmets are indispensable for saving the lives of humans from head …

Vision based motorcycle detection using HOG features

A Mukhtar, TB Tang - 2015 IEEE International Conference on …, 2015 - ieeexplore.ieee.org
In this paper, we present a motorcycle detection system in static images leading to its
application in crash avoidance systems. Motorcycles are common mode of transport in …

An enhanced approach for detecting helmet on motorcyclists using image processing and machine learning techniques

AS Talaulikar, S Sanathanan, CN Modi - Advanced Computing and …, 2019 - Springer
In this paper, we propose an approach to automatically identify the bike riders who are not
wearing helmets. This approach takes video feed from the surveillance camera deployed at …

More: a large-scale motorcycle re-identification dataset

A Figueiredo, J Brayan, RO Reis… - Proceedings of the …, 2021 - openaccess.thecvf.com
Motorcycles are often related to transit and criminal issues due to its abundance in the
transit. Despite its importance, motorcycles are a seldom addressed problem in the …

Geometric deep particle filter for motorcycle tracking: development of intelligent traffic system in Jakarta

AAS Gunawan, W Jatmiko - … Journal on Smart Sensing and Intelligent …, 2015 - sciendo.com
Intelligent Transportation Systems (ITS) is the combination of transportation systems with
Information and Communication Technology (ICT). In Jakarta traffic, there is unique issue …

Comparative Analysis of Optimizers and Transfer Learning Methods for Headgear Detection Using Convolutional Neural Network

SS Teja, P Ullas, KR Vikas… - 2023 International …, 2023 - ieeexplore.ieee.org
In untapped nations, cars are quite uncommon because motorcycles have always
dominated the transportation industry. Over the past few years, there has been an increase …

[PDF][PDF] Automatic Detection of Motorcycle on the Road using Digital Image Processing

S Sutikno, HA Wibawa, R Saputra - Sci. J. Informatics, 2018 - pdfs.semanticscholar.org
Traffic accident is one of the causes of death in the world. One of them is traffic accidents on
motorcyclist not wearing helmet. To overcome this problem, several researchers have …

[PDF][PDF] Cascade classifier based helmet detection using OpenCV in image processing

S Bhagat, D Contractor, S Sharma… - National conference on …, 2016 - researchgate.net
As per Indian scenario, motorcyclists break traffic rules very frequently by not wearing helmet
and Indian traffic police is not strict to such riders because of their tedious work. This paper …

Entendiendo comportamientos ciudadanos viales a partir de datos abiertos e inteligencia artificial

JC Del Rio Cuervo - repositorio.unal.edu.co
A nivel mundial la accidentalidad vial sigue siendo la segunda causa de muerte en adultos,
siendo los peatones y motociclistas las personas con mayor índice de mortalidad y lesiones …