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
Descripción
Sumario: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.