HandFormer: A Dynamic Hand Gesture Recognition Method Based on Attention Mechanism

HandFormer: A Dynamic Hand Gesture Recognition Method Based on Attention Mechanism

The application of dynamic gestures is extensive in the field of automated intelligent manufacturing. Due to the temporal and spatial complexity of dynamic gesture data, traditional machine learning algorithms struggle to extract accurate gesture features. Existing dynamic gesture recognition algori...

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Bibliographic Details
Main Authors: Yun Zhang, Fengping Wang
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Applied Sciences
Subjects:
dynamic hand gesture recognition
attention mechanism
MetaFormer
CNN (convolutional neural network)
fusion network
temporal feature
Online Access:https://www.mdpi.com/2076-3417/13/7/4558

Internet

https://www.mdpi.com/2076-3417/13/7/4558

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