Motion saliency based multi-stream multiplier ResNets for action recognition

作者：

Highlights：

• A motion saliency stream is proposed for capturing the salient motion information.

• Injecting multiplicative connections between different streams.

• Sharing the motion saliency cue from the motion saliency stream to the motion stream.

摘要

•A motion saliency stream is proposed for capturing the salient motion information.•Injecting multiplicative connections between different streams.•Sharing the motion saliency cue from the motion saliency stream to the motion stream.

论文关键词：Action recognition,Motion saliency,Spatiotemporal interactive information,Multiplicative connections

论文评审过程：Received 31 August 2020, Revised 24 December 2020, Accepted 5 January 2021, Available online 11 January 2021, Version of Record 26 January 2021.

论文官网地址：https://doi.org/10.1016/j.imavis.2021.104108