A case study: Improving face detection in Cartagena Vessel Traffic Service Operators to detect fatigue onset using thermographic images through the YOLO5Face model
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Tecnología ElectrónicaPatrocinadores
We would like to thank the Spanish Search and Rescue Service and the volunteers of the Port Control of Cartagena for their collaboration in this study.Fecha de publicación
2023-11Editorial
Universidad Politécnica de CartagenaCita bibliográfica
CRESTELO MORENO, F., et. al. A case study: Improving face detection in Cartagena Vessel Traffic Service Operators to detect fatigue onset using thermographic images through the YOLO5Face model. En: XLI Congreso Anual de la Sociedad Española de Ingeniería Biomédica. Cartagena: Universidad Politécnica de Cartagena, 2023. Pp. 618-621. ISBN: 978-84-17853-76-1Palabras clave
FatigueThermographic images
YOLO5Face
Maritime safety
Resumen
Fatigue is a common physiological state that can have a
significant impact on human performance and well-being, so its
early detection is essential in a number of fields, such as maritime
safety, which is the subject of this article. Traditional methods of
fatigue assessment methods often rely on subjective self-reports
or performance metrics, which can lack sensitivity and
objectivity. In recent years, thermography has emerged as a
promising non-invasive tool that has been validated to detect the
onset of fatigue in humans. One way to detect the onset of fatigue
is to monitor the temperature of the orofacial area using
thermographic imaging. This article provides an overview of the
principles of thermography, focusing on the analysis of orofacial
thermographic images in real work situations in 16 port control
operators in Cartagena. For this purpose, images of these
subjects were taken during their watch and the points of interest
mentioned above were ...
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