Scene adaptive mechanism for action recognition

Cong Wu, Xiao-Jun Wu, Tianyang Xu, Josef Kittler

Abstract: Highlights•Scene Knowledge Modulation mechanism to control the impact of scene knowledge.•An Adaptive Fusion Layer is utilised to achieve dynamic fusion of features.•Results validate our innovations and outperform multiple mainstream methods.