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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Publié dans:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 30(2021) vom: 23., Seite 8184-8199
Auteur principal: Pramono, Rizard Renanda Adhi (Auteur)
Autres auteurs: Fang, Wen-Hsien, Chen, Yie-Tarng
Format: Article en ligne
Langue:English
Publié: 2021
Accès à la collection:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Sujets:Journal Article