Title
Skeleton-based relational reasoning for group activity analysis
Abstract
•Group activity recognition using skeletons to reason about the actors interactions.•Novel method describes the interactions via learned relations between human joints.•Usage of previously unexplored interactions between humans and objects.•Leveraging of individual action information for higher quality feature learning.•Tailored attention mechanism over relations gives more importance to key individuals.
Year
DOI
Venue
2022
10.1016/j.patcog.2021.108360
Pattern Recognition
Keywords
DocType
Volume
Group activity recognition,Skeleton information,Relational network,Attention mechanisms
Journal
122
Issue
ISSN
Citations 
1
0031-3203
0
PageRank 
References 
Authors
0.34
0
3
Name
Order
Citations
PageRank
Mauricio Perez1677.64
Jun Liu267130.44
Alex C. Kot3109692.07