Detection of interacting groups based on geometric and social relations between individuals in an image

作者:

Highlights:

• We have expended our dataset with more challenging images and head annotations, which leads dramatic drop downs in the performances of both the baseline methods and ours.

• We revised our introduction with adding reviews on recent references that are relevant to pattern recognition, and explicitly revealing the motivation of the addressed problem.

• We added a quantitative analysis on our method’s failure cases.

摘要

•We have expended our dataset with more challenging images and head annotations, which leads dramatic drop downs in the performances of both the baseline methods and ours.•We revised our introduction with adding reviews on recent references that are relevant to pattern recognition, and explicitly revealing the motivation of the addressed problem.•We added a quantitative analysis on our method’s failure cases.

论文关键词:Computer vision,Detection,Combinatorial optimization

论文评审过程:Received 10 July 2018, Revised 14 March 2019, Accepted 1 May 2019, Available online 2 May 2019, Version of Record 10 May 2019.

论文官网地址:https://doi.org/10.1016/j.patcog.2019.05.001