Understanding social relationships in egocentric vision

作者：

Highlights：

• A head pose estimation method designed to work in ego-vision scenarios is provided.

• We define a 3D people localization method that works without any camera calibration.

• We estimate social groups with supervised correlation clustering and structural SVM.

• A tracking state-of-the-art evaluation applied to first person videos is provided.

摘要

Highlights•A head pose estimation method designed to work in ego-vision scenarios is provided.•We define a 3D people localization method that works without any camera calibration.•We estimate social groups with supervised correlation clustering and structural SVM.•A tracking state-of-the-art evaluation applied to first person videos is provided.

论文关键词：Egocentric vision,Social interactions,Group detection,Video analysis,Head pose estimation

论文评审过程：Received 9 August 2014, Revised 22 December 2014, Accepted 13 June 2015, Available online 23 June 2015, Version of Record 19 August 2015.

论文官网地址：https://doi.org/10.1016/j.patcog.2015.06.006