Vehicle speed estimation using audio features and neural networks

Many car accidents that result in pedestrian deaths or serious injuries are due to their inattention when crossing the street. Pedestrians often get distracted using mobile phones or music players, what prevents them to perceive warning signs and sounds. In this work, we developed a method to estima...

Full description

Autores:
Tipo de recurso:
Fecha de publicación:
2017
Institución:
Universidad Tecnológica de Bolívar
Repositorio:
Repositorio Institucional UTB
Idioma:
eng
OAI Identifier:
oai:repositorio.utb.edu.co:20.500.12585/8940
Acceso en línea:
https://hdl.handle.net/20.500.12585/8940
Palabra clave:
Accidents
Acoustic signals
Audio features
Frequency and time domains
Hidden layers
Music players
Serious injuries
Speed estimation
Training algorithms
Pedestrian safety
Rights
restrictedAccess
License
http://creativecommons.org/licenses/by-nc-nd/4.0/