Thermal image processing system to monitor muscle warm-up in students prior to their sports activities

Authors

DOI:

https://doi.org/10.4108/eetpht.10.5888

Keywords:

muscle warm-up, thermal imaging, MATLAB, image processing

Abstract

INTRODUCTION: Muscle warm-up plays a fundamental role before developing any physical activity because it allows the body to prepare to perform better in physical activity, being a process that is carried out through a series of moderate intensity exercises that result in an increase gradual reduction of muscle and body temperature, avoiding possible injuries or muscle pain. Therefore, muscle warm-up is an essential activity mainly in those sports where greater force is exerted on the legs, being the part of the body where injuries such as ankle sprains or knee injuries are commonly seen that lead to painful and uncomfortable injuries for students-athletes.

OBJECTIVES: Develop a thermal image processing system to monitor the muscle warm-up of students prior to their sports activities to evaluate the state of the muscle warm-up of the leg part and prevent damage or injuries, as well as the indication of requiring another additional muscle warm-up to determine a correct muscle warm-up.

METHODS: The proposed method involves the use of thermal images to monitor muscle warm-up before and after physical activity. In addition, the use of MATLAB software to analyze the images and compare the status of muscle warm-up.

RESULTS: Through the development of this proposed system, its operation was appreciated with an efficiency of 95.97% in monitoring the muscle warm-up of the students prior to their physical activities achieved through image processing.

CONCLUSION: It is concluded that the proposed system is effective in monitoring muscle warm-up and preventing injuries in student-athletes.

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References

Frías Gómez JA, Palacio Alvarez JM, Gallardo Rodriguez PR. Current situation of the warm-up in the contemporary lesson of Physical Education. Revista cientifico educacional de la provincia Gramma [Internet]. 2020 [cited 2024 Apr 22];16(1):931–42. Available from: https://dialnet.unirioja.es/servlet/articulo?codigo=8372514

Ruiz Garrigós A, De Vicente Durán Á, Sánchez-Pay A. Influencia de dos tipos de calentamiento sobre la fuerza explosiva del tren inferior en estudiantes de Educación Física. Pensar en Movimiento: Revista de Ciencias del Ejercicio y la Salud. 2020 May 21;18(1):e34705. DOI: https://doi.org/10.15517/pensarmov.v18i1.34705

López Acosta DJ, Guzmán Martínez EV. Análisis de contenidos y competencias específicas en educación física en diferentes niveles educativos. MENTOR revista de investigación educativa y deportiva. 2023 Sep 28;2(6):1199–212. DOI: https://doi.org/10.56200/mried.v2i6.6521

Vega Conteras FV, Mendoza Bravo KL. Motivation to resignify the importance of the role of Physical Education theoretical classe. Polo del Conocimiento [Internet]. 2023 [cited 2024 Apr 22];8(2):1538–59. Available from: https://dialnet.unirioja.es/servlet/articulo?codigo=9152173

Cleves Neuta F, Cruz Martínez MC, Contreras Zúñiga JA, Melo Buitrago PJ, Arango Martínez SF. Simetría y balance muscular de flexo-extensores de rodilla a 60°/segundo en estudiantes militares. Brújula Semilleros de Investigación. 2022 Jun 1;10(19):18–25. DOI: https://doi.org/10.21830/23460628.106

Ávila Botello M. Epidemiología de las lesiones deportivas en el Taekwondo. Revista Iberoamericana de Ciencias de la Actividad Física y el Deporte. 2023 Mar 31;12(1):1–30. DOI: https://doi.org/10.24310/riccafd.2023.v12i1.15210

Ayala Obando DA, Coque Martinez AI, Arias Moreno ER, Estrella Patarón CP, Caguana Caguana JG. Isometric exercises as physical preparation in the sports performance of young soccer player. Polo del Conocimiento [Internet]. 2021 [cited 2024 Apr 22];6(6):1279–94. Available from: https://polodelconocimiento.com/ojs/index.php/es/article/view/2819

Torres Águila AM, Abreus Mora JL. Scientific education: challenges and challenges from biomechanics. Revista Universidad y Sociedad [Internet]. 2022 [cited 2024 Apr 22];14(3):142–52. Available from: http://scielo.sld.cu/pdf/rus/v14n3/2218-3620-rus-14-03-142.pdf

Suncín MÁ. Prevención de patologías y relevancia de las estructuras anatómicas en la ejecución de los instrumentos musicales, caso: Fundación de música y arte de Panamá. Saluta. 2023 Jul 31;(8):44–57. DOI: https://doi.org/10.37594/saluta.v1i8.1188

Pilco Toscano CE, Arellano Franco LF, Calero Jiménez DP, Villota Rodríguez PA, Guamán Capito CN. Prevención de Lesiones Musculoesqueléticas en Estudiantes que Reciben Clases de Modalidad Virtual. Mediciencias UTA. 2021 Oct 1;5(4.1):150–6. DOI: https://doi.org/10.31243/mdc.uta.v5i4.1.1142.2021

Espejo Antúnez L, Maya Martín J, Cardero Durán MA, Albornoz Cabello M. Aumento de la extensibilidad isquiotibial tras aplicar elongación muscular eléctrica. Fisioterapia. 2012 May;34(3):112–7. DOI: https://doi.org/10.1016/j.ft.2012.01.001

Gaviria Marulanda A, Zapata Segura LM, Echeverry Mosquera E, Vásquez Vallejo MA, Alegría Riascos IT, Ríos Ararat DC. Revisión de las técnicas de recuperación post entrenamiento más usadas para disminuir la incidencia de fatiga crónica en futbolistas. REVISTA VERITAS ET SCIENTIA - UPT. 2020 Dec 14;9(2):253–62. DOI: https://doi.org/10.47796/ves.v9i2.400

Carreño H. F, Quintrel S. M, S-Mancilla. C. Efectos agudos de dos protocolos de calentamiento sobre altura y potencia del salto en voleibolistas. Archivos de la Sociedad Chilena de Medicina del Deporte. 2021 Aug 12;66(1):65–71. DOI: https://doi.org/10.59856/Rev.SOCHMEDEP.Vol66-N1.15

Gómez-Álvarez N, Moyano F, Huichaqueo E, Veruggio M, Urrutia V, Hermosilla F, et al. Efectos de la inclusión de ejercicios de salto con y sin sobrecarga externa en el calentamiento sobre parámetros de rendimiento físico en atletas jóvenes de balonmano. MHSalud: Revista en Ciencias del Movimiento Humano y Salud. 2019 Dec 9;17(1):1–15. DOI: https://doi.org/10.15359/mhs.17-1.4

Navarro-Najarro DK, Gutiérrez-Huamani Ó. PREVENCIÓN DE ESGUINCE Y ENTRENAMIENTO PROPIOCEPTIVO DEL TOBILLO EN DEPORTISTAS. Revista digital: Actividad Física y Deporte. 2021 Jul 1;7(2). DOI: https://doi.org/10.31910/rdafd.v7.n2.2021.1939

Carissimo C, Cerro G, Libero T Di, Ferrigno L, Marino A, Rodio A. Objective Evaluation of Coordinative Abilities and Training Effectiveness in Sports Scenarios: An Automated Measurement Protocol. IEEE Access. 2023;11:76996–7008.

Gutiérrez-García L, Hernández-del Caso Á, Asín-Izquierdo I. Análisis de los calentamientos pre-competitivos en fútbol amateur y semiprofesional. Revista Iberoamericana de Ciencias de la Actividad Física y el Deporte. 2021 Jul 21;10(2):79–94.

Ismail H, Mazaulan M, Hasan H, Raja Firhad Raja Azidin. Effects of different warm-up protocols and no warm up on speed performance among football players. In: 2010 International Conference on Science and Social Research (CSSR 2010). IEEE; 2010. p. 1137–42. DOI: https://doi.org/10.1109/CSSR.2010.5773703

Lin J, Song J. The Effects of Different Stretching Protocols During Warm-up on the Fast Moving Ability of college tennis players. In: 2020 International Conference on Modern Education and Information Management (ICMEIM). IEEE; 2020. p. 529–32. DOI: https://doi.org/10.1109/ICMEIM51375.2020.00124

Zhou B, Sundholm M, Cheng J, Cruz H, Lukowicz P. Never skip leg day: A novel wearable approach to monitoring gym leg exercises. In: 2016 IEEE International Conference on Pervasive Computing and Communications (PerCom). IEEE; 2016. p. 1–9. DOI: https://doi.org/10.1109/PERCOM.2016.7456520

Nuñez Tapia L, Meneses Claudio B, Alvarado Díaz W, Alva Mantari A. Implementation of a Thermal Image Processing System to Detect Possible Cases of Patients with COVID-19. International Journal of Emerging Technology and Advanced Engineering. 2021;9001(11). DOI: https://doi.org/10.46338/ijetae1121_15

Carissimo C, Cerro G, Libero T Di, Ferrigno L, Marino A, Rodio A. Automated System for Muscle Temperature Assessment during Training in Sports Scenarios. IEEE Access. 2023;11:76996–7008. DOI: https://doi.org/10.1109/ACCESS.2023.3290471

Gutiérrez García L, Hernández del Caso Á, Asín Izquierdo I. System for the Analysis of Pre-Competitive Muscle Warm-Ups in Professional Soccer Players Through Movements. riccafd: Revista Iberoamericana de Ciencias de la Actividad Física y el Deporte. 2021;10(2):79–94. DOI: https://doi.org/10.24310/riccafd.2021.v10i2.12158

Ismail H, Mazaulan M, Hasan H, Raja Azidin RF. Automatic System for Identification of Muscle Warm-up Protocols based on Athletes’ Speed Performance. International Conference on Science and Social Research. 2019;1137–42.

Lin J, Song J. Performance-Based Muscle Warm-Up Protocols Evaluation System for Professional Athletes. International Conference on Modern Education and Information Management, ICMEIM. 2020 Sep 1;529–32.

Zhou B, Sundholm M, Cheng J, Cruz H, Lukowicz P. Portable Monitoring System Based on Muscle Warm-Up During Sports Activities. International Conference on Pervasive Computing and Communications. 2019 Apr 19

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Published

24-05-2024

How to Cite

1.
Medina-Altamirano N, Ramirez-Morales D, Gutierrez-Alamo D, Rojas-Diaz J, Ticona-Larico5 W, López-Gómez C. Thermal image processing system to monitor muscle warm-up in students prior to their sports activities. EAI Endorsed Trans Perv Health Tech [Internet]. 2024 May 24 [cited 2024 Nov. 21];10. Available from: https://publications.eai.eu/index.php/phat/article/view/5888