RGB-D-based action recognition datasets: A survey

作者：

Highlights：

• A detailed review and in-depth analysis of 44 publicly available RGB-D-based action datasets.

• Recommendations on the selection of datasets and evaluation protocols for use in future research.

• Identification of some limitations of these datasets and evaluation protocols.

• Recommendations on future creation of datasets and use of evaluation protocols.

摘要

Highlights•A detailed review and in-depth analysis of 44 publicly available RGB-D-based action datasets.•Recommendations on the selection of datasets and evaluation protocols for use in future research.•Identification of some limitations of these datasets and evaluation protocols.•Recommendations on future creation of datasets and use of evaluation protocols.

论文关键词：Action recognition,RGB-D dataset,Evaluation protocol

论文评审过程：Received 2 October 2015, Revised 4 May 2016, Accepted 14 May 2016, Available online 21 May 2016, Version of Record 1 June 2016.

论文官网地址：https://doi.org/10.1016/j.patcog.2016.05.019