Relational Reasoning for Group Activity Recognition via Self-Attention Augmented Conditional Random Field

This paper presents a new relational network for group activity recognition. The essence of the network is to integrate conditional random fields (CRFs) with self-attention to infer the temporal dependencies and spatial relationships of the actors. This combination can take advantage of the capabili...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 30(2021) vom: 23., Seite 8184-8199
1. Verfasser: Pramono, Rizard Renanda Adhi (VerfasserIn)
Weitere Verfasser: Fang, Wen-Hsien, Chen, Yie-Tarng
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2021
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article