A new representation of scene layout improves saliency detection in traffic scenes

作者：

Highlights：

• A new layout representation for traffic scene is defined.

• A layout extraction method for traffic scenes is proposed.

• An improved vanishing point detection method for nighttime traffic scenes.

• The proposed layout representation improves saliency detection for traffic scenes.

摘要

•A new layout representation for traffic scene is defined.•A layout extraction method for traffic scenes is proposed.•An improved vanishing point detection method for nighttime traffic scenes.•The proposed layout representation improves saliency detection for traffic scenes.

论文关键词：Nighttime traffic scenes,Scene layout,Fixation,Vanishing point,Saliency detection

论文评审过程：Received 21 October 2021, Revised 9 December 2021, Accepted 15 December 2021, Available online 8 January 2022, Version of Record 14 January 2022.

论文官网地址：https://doi.org/10.1016/j.eswa.2021.116425