A novel algorithm for mask detection and recognizing actions of human

作者：

Highlights：

• Face detection is a challenge in today’s scenario as the people are wearing a mask.

• Activities detection is computationally costly for a real-time environment.

• Proposed an extended Mask R-Convolutional Network for face & activities detection.

• The algorithm results achieved a high level of accuracy in detection.

摘要

•Face detection is a challenge in today’s scenario as the people are wearing a mask.•Activities detection is computationally costly for a real-time environment.•Proposed an extended Mask R-Convolutional Network for face & activities detection.•The algorithm results achieved a high level of accuracy in detection.

论文关键词：Mask R-CNN,Image detection,Video surveillance,Resnet-152,Apache MXNet

论文评审过程：Received 15 February 2021, Revised 13 October 2021, Accepted 2 March 2022, Available online 8 March 2022, Version of Record 12 March 2022.

论文官网地址：https://doi.org/10.1016/j.eswa.2022.116823