Augmentation of Human Action Datasets with Suboptimal Warping and Representative Data Samples

The popularity of action recognition (AR) approaches and the need for improvement of their effectiveness require the generation of artificial samples addressing the nonlinearity of the time-space, scarcity of data points, or their variability. Therefore, in this paper, a novel approach to time serie...

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Bibliographic Details
Main Authors: Dawid Warchoł, Mariusz Oszust
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/22/8/2947