Correction of Temperature Estimated from a Low-Cost Handheld Infrared Camera for Clinical Monitoring

Evelyn Gutierrez, Benjamin Castañeda, Sylvie Treuillet

Producción científica: Capítulo del libro/informe/acta de congresoContribución a la conferenciarevisión exhaustiva

6 Citas (Scopus)

Resumen

The use of low-cost cameras for medical applications has its advantages as it enables affordable and remote evaluations of health problems; however, the accuracy is a limiting factor to use them. Previous studies indicate that parameters from object position like distance camera-object and angle of view could be used to improve temperature estimation from thermal cameras. Nevertheless, most studies are focused on expensive thermal cameras with good accuracy. In this study, an innovative experimental setup is used to study the errors associated to temperature estimation from a low-cost infrared camera: FlirOne Gen3. In our experiments, the image acquisition is done from multiple point of view (distance camera-object and viewing angles) and by using a thermal camera manipulated by hand. Then, using a regression model, a correction is proposed and tested. The results show that our proposed correction improves the temperature estimation and enhance the thermal accuracy.

Idioma originalInglés
Título de la publicación alojadaAdvanced Concepts for Intelligent Vision Systems - 20th International Conference, ACIVS 2020, Proceedings
EditoresJacques Blanc-Talon, Patrice Delmas, Wilfried Philips, Dan Popescu, Paul Scheunders
EditorialSpringer
Páginas108-116
Número de páginas9
ISBN (versión impresa)9783030406042
DOI
EstadoPublicada - 2020
Evento20th International Conference on Advanced Concepts for Intelligent Vision Systems, ACIVS 2020 - Auckland, Nueva Zelanda
Duración: 10 feb. 202014 feb. 2020

Serie de la publicación

NombreLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volumen12002 LNCS
ISSN (versión impresa)0302-9743
ISSN (versión digital)1611-3349

Conferencia

Conferencia20th International Conference on Advanced Concepts for Intelligent Vision Systems, ACIVS 2020
País/TerritorioNueva Zelanda
CiudadAuckland
Período10/02/2014/02/20

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