Human action recognition approaches with video datasets—A survey

作者:

Highlights:

• Human Activity Recognition has recently become a topic of great interest.

• It is used actively in areas like prevention of dangerous activities, detection of crimes such as theft, etc.

• Recently, the topic of human activity recognition is getting deeper and its application areas in daily life are expanding.

• Methods that work fast and recognize the correct activities with high accuracy become important.

• This survey covers the methods that perform learning and analysis processes on video datasets.

摘要

•Human Activity Recognition has recently become a topic of great interest.•It is used actively in areas like prevention of dangerous activities, detection of crimes such as theft, etc.•Recently, the topic of human activity recognition is getting deeper and its application areas in daily life are expanding.•Methods that work fast and recognize the correct activities with high accuracy become important.•This survey covers the methods that perform learning and analysis processes on video datasets.

论文关键词:00-01,99-00,Human activity recognition,Video analysis,Dangerous activity recognition

论文评审过程:Received 5 September 2020, Revised 9 February 2021, Accepted 26 March 2021, Available online 29 March 2021, Version of Record 8 April 2021.

论文官网地址:https://doi.org/10.1016/j.knosys.2021.106995