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https://hdl.handle.net/20.500.12394/7818| Titre: | Design of a control and monitoring system to reduce traffic accidents due to drowsiness through image processing |
| Autre(s) titre(s): | Diseño de un sistema de control y monitoreo para reducir los accidentes de tránsito debido a la somnolencia a través del procesamiento de imágenes |
| Auteur(s): | Eraldo, B. Quispe, G. Chavez-Arias, H. Raymundo-Ibanez, C. Dominguez, F. |
| Mots-clés: | Somnolencia Procesamiento de imágenes |
| Editeur: | Universidad Continental |
| Date de publication: | 20-nov-2019 |
| metadata.dc.date.available: | 17-jui-2020 |
| metadata.dc.date.created: | 2020 |
| Référence bibliographique: | 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 |
| metadata.dc.identifier.doi: | 10.1109/CONCAPANXXXIX47272.2019.8976928 |
| Résumé: | 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. |
| metadata.dc.relation: | https://ieeexplore.ieee.org/document/8976928 |
| metadata.dc.rights.accessRights: | Acceso abierto |
| metadata.dc.source: | Universidad Continental Repositorio Institucional - Continental |
| Collection(s) : | Artículos de conferencias |
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