Title :
Exploring analysis of football actions considering correlation of joints in the body
Author :
Kato, Keisuke ; Namiki, Yutaka ; Thepvilojanapong, Niwat ; Tetsutani, Nobuji ; Ohta, Yoshikatsu
Author_Institution :
Sch. of Sci. & Technol. for Future Life, Tokyo Denki Univ., Tokyo, Japan
Abstract :
When beginners learn football skills, they need relevant guidance by a coach. However, it is difficult for them to find a good coach. When the beginners practice repeatedly to master the skills by themselves, they often do it in wrong and inefficient manners. In addition, it takes variation in time for each beginner to acquire embodied knowledge of football skill. In this paper, we analyze a football player´s action by using motion capture so as to quantify the difference between experts and beginners. Based on correlation of joints in the body, we present a method to analyze football skills by using a cross-correlation function.
Keywords :
correlation theory; knowledge acquisition; motion estimation; sport; coach guidance; cross-correlation function; embodied knowledge acquisition; exploring analysis; football player action analysis; football skills learning; joint correlation; motion capture; Embodied knowledge; Kinect; cross-correlation; football actions; juggling skill; motion capture;
Conference_Titel :
Networked Sensing Systems (INSS), 2012 Ninth International Conference on
Conference_Location :
Antwerp
Print_ISBN :
978-1-4673-1784-9
Electronic_ISBN :
978-1-4673-1785-6
DOI :
10.1109/INSS.2012.6240563