RGB-D sensing based human action and interaction analysis: A survey

作者：

Highlights：

• A thorough overview of human action and interaction recognition using RGB-D sensors is presented.

• A comprehensive analysis of both hand-crafted and deep learning based methods is conducted.

• The challenges of human activity recognition using RGB-D data and existing solutions are discussed.

摘要

•A thorough overview of human action and interaction recognition using RGB-D sensors is presented.•A comprehensive analysis of both hand-crafted and deep learning based methods is conducted.•The challenges of human activity recognition using RGB-D data and existing solutions are discussed.

论文关键词：Survey,RGB-D sensing,Action recognition,Interaction recognition,Deep learning

论文评审过程：Received 8 April 2018, Revised 9 April 2019, Accepted 10 May 2019, Available online 11 May 2019, Version of Record 13 May 2019.

论文官网地址：https://doi.org/10.1016/j.patcog.2019.05.020