Enhanced Grassmann discriminant analysis with randomized time warping for motion recognition

作者：

Highlights：

• Propose a new time-series classification method called RTW+eGDA.

• Address discrimination problems of Grassmann Discriminant Analysis.

• Demonstrate superior performance of RTW+eGDA on several action recognition datasets.

摘要

•Propose a new time-series classification method called RTW+eGDA.•Address discrimination problems of Grassmann Discriminant Analysis.•Demonstrate superior performance of RTW+eGDA on several action recognition datasets.

论文关键词：Enhanced GDA,Randomized time warping,Motion recognition

论文评审过程：Received 13 April 2018, Revised 22 July 2019, Accepted 30 August 2019, Available online 30 August 2019, Version of Record 5 September 2019.

论文官网地址：https://doi.org/10.1016/j.patcog.2019.107028