Personness estimation for real-time human detection on mobile devices

作者：

Highlights：

• A fast and accurate detection proposal method for the person category is proposed.

• Detection proposals are used by the part-based human detector in a improved way.

• High effectiveness of the proposed method is demonstrated on a real mobile device.

摘要

•A fast and accurate detection proposal method for the person category is proposed.•Detection proposals are used by the part-based human detector in a improved way.•High effectiveness of the proposed method is demonstrated on a real mobile device.

论文关键词：Human detection,Detection proposals,Normed gradients,Color attributes,Deformable part-based model

论文评审过程：Received 31 August 2016, Revised 2 December 2016, Accepted 9 December 2016, Available online 15 December 2016, Version of Record 21 December 2016.

论文官网地址：https://doi.org/10.1016/j.eswa.2016.12.017