论文标题
对基于骨架的运动评估方法的全面审查
A Comprehensive Review of Skeleton-based Movement Assessment Methods
论文作者
论文摘要
近十年来，3D摄像机的可用性和计算机视觉算法的显着改善加速了自动运动评估解决方案的研究。可以使用负担得起的设备和专用软件在家中实施此类解决方案。在本文中，我们将运动评估任务分为次要任务，并解释为什么需要它们以及如何解决。我们通过骨骼视频的自动运动评估的最新解决方案来通过其目标，功能，运动域和算法方法进行比较。此外，我们在高水平上讨论了有关该主题的研究状态。
The raising availability of 3D cameras and dramatic improvement of computer vision algorithms in the recent decade, accelerated the research of automatic movement assessment solutions. Such solutions can be implemented at home, using affordable equipment and dedicated software. In this paper, we divide the movement assessment task into secondary tasks and explain why they are needed and how they can be addressed. We review the recent solutions for automatic movement assessment from skeleton videos, comparing them by their objectives, features, movement domains and algorithmic approaches. In addition, we discuss the status of the research on this topic in a high level.
