Using the conflict in Dempster-Shafer evidence theory as a rejection criterion in classifier output combination for 3D human action recognition
详细信息 查看全文
- 作者：Alexandre Pereza ; b ; alexandre.perez@ensea.fr" class="auth_mail" title="E-mail the corresponding author ; Hedi Tabiab ; David Declercqb ; Alain Zanottia
- 关键词：Human action recognition ; Classifier combination ; Dempster&ndash ; Shafer evidence theory ; Rejection ; Actionlet ; HON4D
- 刊名：Image and Vision Computing
- 出版年：2016
- 出版时间：November 2016
- 年：2016
- 卷：55
- 期：part_P2
- 页码：149-157
- 全文大小：1126 K
文摘
- •
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.