Human interaction recognition framework based on interacting body part attention

作者：

Highlights：

• We propose a novel framework for human interaction recognition.

• The subtle difference between different interactions is captured through interacting body part attention.

• We simultaneously consider both explicit and implicit representations.

• We demonstrate that the proposed method achieves state-of-the-art performance and shows its extensibility.

摘要

•We propose a novel framework for human interaction recognition.•The subtle difference between different interactions is captured through interacting body part attention.•We simultaneously consider both explicit and implicit representations.•We demonstrate that the proposed method achieves state-of-the-art performance and shows its extensibility.

论文关键词：Human activity recognition,Human-human interaction,Interacting body part attention

论文评审过程：Received 19 May 2020, Revised 1 February 2022, Accepted 8 March 2022, Available online 11 March 2022, Version of Record 25 March 2022.

论文官网地址：https://doi.org/10.1016/j.patcog.2022.108645