People re-identification using depth and intensity information from an overhead camera

作者:

Highlights:

• People re-identification from top-view depth and intensity images.

• Experimental results on two different datasets.

• Achieves precision over 96% in re-identification in different datasets, with low computational cost.

• Proposal runs in real time without specific hardware (GPU).

摘要

•People re-identification from top-view depth and intensity images.•Experimental results on two different datasets.•Achieves precision over 96% in re-identification in different datasets, with low computational cost.•Proposal runs in real time without specific hardware (GPU).

论文关键词:People re-identification,Depth information,Intensity images,Overhead depth camera,Real-time

论文评审过程:Received 12 February 2021, Revised 10 April 2021, Accepted 23 May 2021, Available online 30 May 2021, Version of Record 3 June 2021.

论文官网地址:https://doi.org/10.1016/j.eswa.2021.115287