Prediction of the correct firing position with a pistol based on a MANFIS model.

Simulator systems are intended to facilitate access to practice in dif ferent test environments through a closed environment using computer vision. In this paper, a MANFIS model is implemented to improve the position of a trainee through positioning practice, which is responsible for detecting and d...

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Detalles Bibliográficos
Autores: Chicaiza Conterón, Luis Armando, Vique Almeida, David Alberto
Tipo de recurso: artículo
Estado:Versión publicada
Fecha de publicación:2023
País:Ecuador
Institución:Universidad de las Fuerzas Armadas
Repositorio:Repositorio Universidad de las Fuerzas Armadas
Idioma:inglés
OAI Identifier:oai:repositorio.espe.edu.ec:21000/37232
Acceso en línea:http://repositorio.espe.edu.ec/handle/21000/37232
Access Level:acceso abierto
Palabra clave:PUESTO DE TIRO
ESTIMACIÓN DE POSE
SIMULADOR VIRTUAL
VISIÓN POR COMPUTADOR
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spelling Prediction of the correct firing position with a pistol based on a MANFIS model.Chicaiza Conterón, Luis ArmandoVique Almeida, David AlbertoPUESTO DE TIROESTIMACIÓN DE POSESIMULADOR VIRTUALVISIÓN POR COMPUTADORSimulator systems are intended to facilitate access to practice in dif ferent test environments through a closed environment using computer vision. In this paper, a MANFIS model is implemented to improve the position of a trainee through positioning practice, which is responsible for detecting and displaying the errors that the trainee has when adopting the shooting position in real time. This environment qualifies, evaluates the pistol shooting position in a closed en vironment, analyzes, compares, and discusses the results obtained to determine the best option for evaluating the shooting position where the integrity and safety of the practitioner are paramount. The programs are adjusted to the process of identification and evaluation by Computer Vision using algorithms and pro cessing methods. The evaluation reached an overall efficiency 89.59 ± 3.36%, for 12 participants, determining the virtual simulator as adequate for training practices of the correct firing position.ESPE-LUniversidad de las Fuerzas Armadas ESPE. ESPEL. Carrera de Ingeniería en Software.Carrillo Medina, José LuisEspinosa Gallardo, Edison Gonzalo2023-10-18T17:17:01Z2023-10-18T17:17:01Z2023-08-10info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleChicaiza Conterón, Luis Armando. Vique Almeida, David Alberto (2023). Prediction of the correct firing position with a pistol based on a MANFIS model. Carrera de Ingeniería en Software. Universidad de las Fuerzas Armadas ESPE. ESPEL. Sede Latacunga.SOF-0101http://repositorio.espe.edu.ec/handle/21000/37232enginfo:eu-repo/semantics/openAccessreponame:Repositorio Universidad de las Fuerzas Armadasinstname:Universidad de las Fuerzas Armadasinstacron:ESPE2023-10-19T08:27:05Zoai:repositorio.espe.edu.ec:21000/37232Institucionalhttps://repositorio.espe.edu.ec/Universidad públicahttps://www.espe.edu.ec/https://repositorio.espe.edu.ec/oai.Ecuador...opendoar:20422023-10-19T08:27:05Repositorio Universidad de las Fuerzas Armadas - Universidad de las Fuerzas Armadasfalse
dc.title.none.fl_str_mv Prediction of the correct firing position with a pistol based on a MANFIS model.
title Prediction of the correct firing position with a pistol based on a MANFIS model.
spellingShingle Prediction of the correct firing position with a pistol based on a MANFIS model.
Chicaiza Conterón, Luis Armando
PUESTO DE TIRO
ESTIMACIÓN DE POSE
SIMULADOR VIRTUAL
VISIÓN POR COMPUTADOR
title_short Prediction of the correct firing position with a pistol based on a MANFIS model.
title_full Prediction of the correct firing position with a pistol based on a MANFIS model.
title_fullStr Prediction of the correct firing position with a pistol based on a MANFIS model.
title_full_unstemmed Prediction of the correct firing position with a pistol based on a MANFIS model.
title_sort Prediction of the correct firing position with a pistol based on a MANFIS model.
dc.creator.none.fl_str_mv Chicaiza Conterón, Luis Armando
Vique Almeida, David Alberto
author Chicaiza Conterón, Luis Armando
author_facet Chicaiza Conterón, Luis Armando
Vique Almeida, David Alberto
author_role author
author2 Vique Almeida, David Alberto
author2_role author
dc.contributor.none.fl_str_mv Carrillo Medina, José Luis
Espinosa Gallardo, Edison Gonzalo
dc.subject.none.fl_str_mv PUESTO DE TIRO
ESTIMACIÓN DE POSE
SIMULADOR VIRTUAL
VISIÓN POR COMPUTADOR
topic PUESTO DE TIRO
ESTIMACIÓN DE POSE
SIMULADOR VIRTUAL
VISIÓN POR COMPUTADOR
description Simulator systems are intended to facilitate access to practice in dif ferent test environments through a closed environment using computer vision. In this paper, a MANFIS model is implemented to improve the position of a trainee through positioning practice, which is responsible for detecting and displaying the errors that the trainee has when adopting the shooting position in real time. This environment qualifies, evaluates the pistol shooting position in a closed en vironment, analyzes, compares, and discusses the results obtained to determine the best option for evaluating the shooting position where the integrity and safety of the practitioner are paramount. The programs are adjusted to the process of identification and evaluation by Computer Vision using algorithms and pro cessing methods. The evaluation reached an overall efficiency 89.59 ± 3.36%, for 12 participants, determining the virtual simulator as adequate for training practices of the correct firing position.
publishDate 2023
dc.date.none.fl_str_mv 2023-10-18T17:17:01Z
2023-10-18T17:17:01Z
2023-08-10
dc.type.none.fl_str_mv info:eu-repo/semantics/publishedVersion
info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv Chicaiza Conterón, Luis Armando. Vique Almeida, David Alberto (2023). Prediction of the correct firing position with a pistol based on a MANFIS model. Carrera de Ingeniería en Software. Universidad de las Fuerzas Armadas ESPE. ESPEL. Sede Latacunga.
SOF-0101
http://repositorio.espe.edu.ec/handle/21000/37232
identifier_str_mv Chicaiza Conterón, Luis Armando. Vique Almeida, David Alberto (2023). Prediction of the correct firing position with a pistol based on a MANFIS model. Carrera de Ingeniería en Software. Universidad de las Fuerzas Armadas ESPE. ESPEL. Sede Latacunga.
SOF-0101
url http://repositorio.espe.edu.ec/handle/21000/37232
dc.language.none.fl_str_mv eng
language eng
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv Universidad de las Fuerzas Armadas ESPE. ESPEL. Carrera de Ingeniería en Software.
publisher.none.fl_str_mv Universidad de las Fuerzas Armadas ESPE. ESPEL. Carrera de Ingeniería en Software.
dc.source.none.fl_str_mv reponame:Repositorio Universidad de las Fuerzas Armadas
instname:Universidad de las Fuerzas Armadas
instacron:ESPE
instname_str Universidad de las Fuerzas Armadas
instacron_str ESPE
institution ESPE
reponame_str Repositorio Universidad de las Fuerzas Armadas
collection Repositorio Universidad de las Fuerzas Armadas
repository.name.fl_str_mv Repositorio Universidad de las Fuerzas Armadas - Universidad de las Fuerzas Armadas
repository.mail.fl_str_mv .
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