Using the conflict in Dempster–Shafer evidence theory as a rejection criterion in classifier output combination for 3D human action recognition

作者：

Highlights：

• A comprehensive solution to 3D human action recognition is proposed.

• We propose a belief function based classifier combination.

• Conflict management approach is used to improve the accuracy.

• We outperform other state-of-the-art methods.

摘要

•A comprehensive solution to 3D human action recognition is proposed.•We propose a belief function based classifier combination.•Conflict management approach is used to improve the accuracy.•We outperform other state-of-the-art methods.

论文关键词：Human action recognition,Classifier combination,Dempster–Shafer evidence theory,Rejection,Actionlet,HON4D

论文评审过程：Received 17 August 2015, Revised 29 January 2016, Accepted 24 April 2016, Available online 3 May 2016, Version of Record 10 November 2016.

论文官网地址：https://doi.org/10.1016/j.imavis.2016.04.010