Spatial-Temporal Pyramid Graph Reasoning for Action Recognition

Spatial-temporal relation reasoning is a significant yet challenging problem for video action recognition. Previous works typically apply local operations like 2D or 3D CNNs to conduct space-time interactions in video sequences, or simply capture space-time long-range relations of a single fixed sca...

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Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 31(2022) vom: 16., Seite 5484-5497
1. Verfasser: Geng, Tiantian (VerfasserIn)
Weitere Verfasser: Zheng, Feng, Hou, Xiaorong, Lu, Ke, Qi, Guo-Jun, Shao, Ling
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2022
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article