Human detection from images and videos: A survey

作者:

Highlights:

• A review on the state-of-the-art of human detection.

• This review is organised in the thread of human object descriptors.

• Challenges such as occlusion and real-time human detection are analysed.

• The commonly used datasets, tools, and performance measures are presented.

• Open issues and future research directions are highlighted.

• A guide to the selection of detection methods for applications is provided.

摘要

Highlights•A review on the state-of-the-art of human detection.•This review is organised in the thread of human object descriptors.•Challenges such as occlusion and real-time human detection are analysed.•The commonly used datasets, tools, and performance measures are presented.•Open issues and future research directions are highlighted.•A guide to the selection of detection methods for applications is provided.

论文关键词:Human detection,Human description,Object detection,Object description

论文评审过程:Received 10 January 2015, Revised 14 July 2015, Accepted 30 August 2015, Available online 13 September 2015, Version of Record 27 November 2015.

论文官网地址:https://doi.org/10.1016/j.patcog.2015.08.027