Description and recognition of complex spatial configurations of object pairs with Force Banner 2D features

作者：

Highlights：

• Stronger description of spatial configurations to enhance image content understanding.

• 2D extension of the Force Histogram to model a large panel of forces between object pairs.

• Translation of relative position descriptors into spatial relations in natural language.

• Integration of relative position descriptors into recent classification systems (e.g. 2D CNNs).

摘要

•Stronger description of spatial configurations to enhance image content understanding.•2D extension of the Force Histogram to model a large panel of forces between object pairs.•Translation of relative position descriptors into spatial relations in natural language.•Integration of relative position descriptors into recent classification systems (e.g. 2D CNNs).

论文关键词：Image analysis,Spatial relations,Relative position,Features and descriptors,Force histogram,Scene understanding

论文评审过程：Received 21 August 2020, Revised 20 October 2021, Accepted 27 October 2021, Available online 29 October 2021, Version of Record 13 November 2021.

论文官网地址：https://doi.org/10.1016/j.patcog.2021.108410