Time Alignment Measurement for Time Series

作者：

Highlights：

• A novel time series measurement to express similarity in temporal domain is proposed.

• The novel measurement quantifies the degree of temporal distortion between two time series.

• Our method shows meaningful results on datasets applied to Human motion.

摘要

•A novel time series measurement to express similarity in temporal domain is proposed.•The novel measurement quantifies the degree of temporal distortion between two time series.•Our method shows meaningful results on datasets applied to Human motion.

论文关键词：Time series,Time warping,Similarity,Distance,Signal alignment

论文评审过程：Received 26 July 2017, Revised 3 January 2018, Accepted 2 April 2018, Available online 3 April 2018, Version of Record 18 April 2018.

论文官网地址：https://doi.org/10.1016/j.patcog.2018.04.003