作者
Miguel A Ferrer, Moises Diaz, Jose Juan Quintana, Cristina Carmona-Duarte, Réjean Plamondon
发表日期
2023/3/1
期刊
Pattern Recognition Letters
卷号
167
页码范围
181-188
出版商
North-Holland
简介
The Kinematic Theory of rapid movements, and its associated Sigma-Lognormal, model 2D spatiotemporal trajectories. It is constructed mainly as a temporal overlap of curves between virtual target points. Specifically, it uses an arc and a lognormal as primitives for the representation of the trajectory and velocity, respectively. This paper proposes developing this model, in what we call the Kinematic Theory Transform, which establishes a mathematical framework that allows further primitives to be used. Mainly, we evaluate Euler curves to link virtual target points and Gaussian, Beta, Gamma, Double-bounded lognormal, and Generalized Extreme Value functions to model the bell-shaped velocity profile. Using these primitives, we report reconstruction results with spatiotemporal trajectories executed by human beings, animals, and anthropomorphic robots.
引用总数
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MA Ferrer, M Diaz, JJ Quintana, C Carmona-Duarte… - Pattern Recognition Letters, 2023