TY - JOUR
T1 - Muscle temperature analysis, using thermal imaging, applied to the treatment of muscle recovery
AU - Ovalle, Christian
AU - Auccahuasi, Wilver
AU - Meza, Sandra
AU - Franklin-Cordova-Buiza,
AU - Rojas, Karin
AU - Cosme, Miryam2
AU - Inciso-Rojas, Miryam
AU - Aiquipa, Gabriel
AU - Martínez, Hernando Martin Campos
AU - Fuentes, Alfonso
AU - Auccahuasi, Aly
N1 - Publisher Copyright:
© 2023 The Authors. Published by Elsevier B.V.
PY - 2022
Y1 - 2022
N2 - The images help in the different processes where a visual interpretation of a scene is required, in this sense we find many applications where images are used to analyze, interpret and classify certain objects within the image, there are different types of images generated by different sensors, in this paper describes a method to analyze the behavior of the muscle, mainly of the knee, when performing rehabilitation exercises, coupled with an optical image where you can see the state of the muscle and the location, the method proposed as a super position between optical and thermal images, with the intention of being able to know the state of the optical image and to have the same image with information of the behavior of the temperature, the super position that we propose is to have as a base the optical image and on placing the thermal image, the results that are presented are oriented in proposing a new way of analyzing data with thermal information of the behavior of the muscles, by means of a complex image with optical and thermal information, the method is an aid in the treatment of muscular recovery, with the benefits of being scalable and applicable to other muscles and parts of the human body.
AB - The images help in the different processes where a visual interpretation of a scene is required, in this sense we find many applications where images are used to analyze, interpret and classify certain objects within the image, there are different types of images generated by different sensors, in this paper describes a method to analyze the behavior of the muscle, mainly of the knee, when performing rehabilitation exercises, coupled with an optical image where you can see the state of the muscle and the location, the method proposed as a super position between optical and thermal images, with the intention of being able to know the state of the optical image and to have the same image with information of the behavior of the temperature, the super position that we propose is to have as a base the optical image and on placing the thermal image, the results that are presented are oriented in proposing a new way of analyzing data with thermal information of the behavior of the muscles, by means of a complex image with optical and thermal information, the method is an aid in the treatment of muscular recovery, with the benefits of being scalable and applicable to other muscles and parts of the human body.
KW - Imaging
KW - analysis
KW - heat
KW - optics
KW - super position
KW - temperature
KW - thermal
UR - http://www.scopus.com/inward/record.url?scp=85163718025&partnerID=8YFLogxK
U2 - 10.1016/j.procs.2023.01.103
DO - 10.1016/j.procs.2023.01.103
M3 - Conference article
AN - SCOPUS:85163718025
SN - 1877-0509
VL - 218
SP - 1247
EP - 1256
JO - Procedia Computer Science
JF - Procedia Computer Science
T2 - 2022 International Conference on Machine Learning and Data Engineering, ICMLDE 2022
Y2 - 7 September 2022 through 8 September 2022
ER -