Precise Recognition and Feature Depth Analysis of Tennis Training Actions Based on Multimodal Data Integration and Key Action Classification

Precise Recognition and Feature Depth Analysis of Tennis Training Actions Based on Multimodal Data Integration and Key Action Classification

To address the issues of accuracy and generalization in action recognition within complex tennis training scenarios, this study proposes an Adaptive Semantic-Enhanced Convolutional Neural Network (ASE-CNN) model. The model optimizes multimodal data integration and complex action classification perfo...

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Bibliographic Details
Main Author: Weichao Yang
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Tennis action recognition
convolutional neural network architecture
multimodal data
feature extraction
ASE-CNN
Online Access:https://ieeexplore.ieee.org/document/10870269/
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https://ieeexplore.ieee.org/document/10870269/

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