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Repositorio Institucional Continental

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Title: Design of a control and monitoring system to reduce traffic accidents due to drowsiness through image processing
Alternative Titles: Diseño de un sistema de control y monitoreo para reducir los accidentes de tránsito debido a la somnolencia a través del procesamiento de imágenes
Authors: Eraldo, B.
Quispe, G.
Chavez-Arias, H.
Raymundo-Ibanez, C.
Dominguez, F.
Keywords: Somnolencia
Procesamiento de imágenes
Publisher: Universidad Continental
Issue Date: 20-Nov-2019
Date available: 17-Jul-2020
Creation date: 2020
Bibliographic citation: Eraldo, B., Quispe, G., Chavez, H., Raymundo, C., Dominguez, F. (2020). Design of a control and monitoring system to reduce traffic accidents due to drowsiness through image processing. IEEE 39th Central America and Panama Convention, CONCAPAN 2019, 1(1). https://doi. 10.1109/CONCAPANXXXIX47272.2019.8976928
DOI: 10.1109/CONCAPANXXXIX47272.2019.8976928
Abstract: It is known that 33% of traffic accidents worldwide are caused by drunk driving or drowsiness [1] [2], so a drowsiness level detection system that integrates image processing was developed with the use of Raspberry Pi3 with the OpenCV library; and sensors such as MQ-3 that measures the percentage of alcohol and the S9 sensor that measures the heart rate. In addition, it has an alert system and as an interface for the visualization of the data measured by the sensors a touch screen. With the image processing technique, facial expressions are analyzed, while physiological behaviors such as heart rate and alcohol percentage are measured with the sensors. In image test training you get an accuracy of x in a response time of x seconds. On the other hand, the evaluation of the operation of the sensors in 90% effective. So the method developed is effective and feasible.
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Access: Acceso abierto
Source: Universidad Continental
Repositorio Institucional - Continental
Appears in Collections:Artículos de conferencias

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