Sports-ACtrans Net: research on multimodal robotic sports action recognition driven via ST-GCN

Experiments demonstrate significant improvements over state-of-the-art methods. This research advances the fields of neural computation, computer vision, and neuroscience, aiding in the development of intelligent robotic systems capable of understanding and participating in sports activities.

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Publication Details

Journal
Frontiers in Neurorobotics
Published
2024-10-11
DOI
https://doi.org/10.3389/fnbot.2024.1443432
Citations
7
Primary Topic
Human Pose and Action Recognition
Type
article
Field-Weighted Citation Impact
1.74
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article

Sports-ACtrans Net: research on multimodal robotic sports action recognition driven via ST-GCN

Qi Lu
7 citations
Frontiers in Neurorobotics
Human Pose and Action Recognition
1.74
article

Sports-ACtrans Net: research on multimodal robotic sports action recognition driven via ST-GCN

Qi Lu
article en
7 citations

Abstract

Experiments demonstrate significant improvements over state-of-the-art methods. This research advances the fields of neural computation, computer vision, and neuroscience, aiding in the development of intelligent robotic systems capable of understanding and participating in sports activities.

Frontiers in NeuroroboticsVol. 18
Henan Polytechnic University (CN)
Peace, Justice and strong institutions
Openalex Percentile: Top 14%
Human Pose and Action Recognition
1.74
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Sports-ACtrans Net: research on multimodal robotic sports action recognition driven via ST-GCN — Qi Lu · Frontiers in Neurorobotics (2024) | TGRS Research Map | TGRS