Artificial intelligence (AI) has become an interdisciplinary subject that integrates digital
image processing, machine learning, and computer science, etc. A lot of work in martial arts …

Kumite is a karate sparring competition in which two players face off and perform offensive
and defensive techniques. Depending on the players, there may be preliminary actions …

Motivación: la identificación precisa de golpes y patadas en competencias deportivas de
artes marciales es un asunto crítico, a menudo complicado y, en ocasiones, sujeto a …

This paper aims to shed light on the efficiency of using LSTM in the binary classification of
Karate Kata players' styles. In addition, this paper showcases the results of the proposed …

Automated motion analysis of human body movements has attracted a lot of interest recently
since it has the ability to offer unbiased evaluations of performance in a variety of sports and …

dc. description. abstract Technological advances enable the design of systems that interact
more closely with hu-mans in a multitude of previously unsuspected fields. Martial arts are …

Motivation: The precise identification of punches and kicks in martial arts sporting
competitions is a critical issue, often complex, and at times subject to controversies due to …