3D Pose Estimation and Tracking in Handball Actions Using a Monocular Camera.

ABSTRACT: Player pose estimation is particularly important for sports because it provides more accurate monitoring of athlete movements and performance, recognition of player actions, analysis of techniques, and evaluation of action execution accuracy. All of these tasks are extremely demanding and challenging in sports that involve rapid movements of athletes with inconsistent speed and position changes, at varying distances from the camera with frequent occlusions, especially in team sports when there are more players on the field. A prerequisite for recognizing the player's actions on the video footage and comparing their poses during the execution of an action is the detection of the player's pose in each element of an action or technique. First, a 2D pose of the player is determined in each vid

SUBMITTER: Sajina R 

PROVIDER: S-EPMC9693185 | biostudies-literature | 2022 Nov

REPOSITORIES: biostudies-literature