Automatic detection of motorcyclists without helmet

@article{Silva2013AutomaticDO,
  title={Automatic detection of motorcyclists without helmet},
  author={Romuere R{\^o}drigues Veloso e Silva and Kelson R{\^o}mulo Teixeira Aires and Thiago S. Santos and Kalyf Abdala and Rodrigo M. S. Veras and Andr{\'e} Soares},
  journal={2013 XXXIX Latin American Computing Conference (CLEI)},
  year={2013},
  pages={1-7}
}
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 popular. The helmet is the main safety equipment of motorcyclists, but many drivers do not use it. If an motorcyclist is without helmet an accident can be fatal. This paper aims to explain and illustrate an automatic method for motorcycles detection and classification on public roads and a system for automatic detection… CONTINUE READING

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References

Publications referenced by this paper.
Showing 1-10 of 34 references

Neural Networks: A Comprehensive Foundation, 2nd ed

S. Haykin
2001
View 3 Excerpts
Highly Influenced

Random Forests

Machine Learning • 2001
View 3 Excerpts
Highly Influenced

Frota por tipo de veículo

DENATRAN
Departamento Nacional de Infraestrutura de Transportes, Ministério dos Transportes, Tech. Rep., 2013, http://www.denatran.gov.br/frota2013.htm. • 2013
View 1 Excerpt

Disease Control and Prevention, “Helmet use among motorcyclists who died in crashes and economic cost savings associated with state motorcycle helmet laws - United States, 2008-2010.

C. for
MMWR, vol. 61, • 2012
View 1 Excerpt

Helmet presence classification with motorcycle detection and tracking

J. Chiverton
IET, vol. 6, no. 3, pp. 259–269, 2012. • 2012
View 3 Excerpts

Local binary pattern and its derivatives for face recognition

A. Suruliandi, K. Meena, R. Reena Rose
ICV, vol. 6, no. 5, pp. 480 –488, sept. 2012. • 2012
View 1 Excerpt

National highway traffic safety administration. traffic safety facts: Research note motorcycle helmet use in 2011 - overall results

NHTSA
no. April 2012, 2011. • 2012
View 1 Excerpt

Vehicle detection, tracking and classification in urban traffic

2012 15th International IEEE Conference on Intelligent Transportation Systems • 2012
View 3 Excerpts

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