Enhanced Multi-Channel Feature Synthesis for Hand Gesture Recognition Based on CNN With a Channel and Spatial Attention Mechanism

Enhanced Multi-Channel Feature Synthesis for Hand Gesture Recognition Based on CNN With a Channel and Spatial Attention Mechanism

Millimeter-wave (MMW) radar hand gesture recognition technology is becoming important in many electronic device control applications. Currently, most existing approaches utilize the radical and micro-Doppler features from single-channel MMW radar, which ignores the different importance of the inform...

Full description

Bibliographic Details
Main Authors: Chuan Du, Lei Zhang, Xiping Sun, Junxu Wang, Jialian Sheng
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Hand gesture recognition
multi-channel signatures
channel and spatial attention mechanism
convolutional neural network
data augmentation
Online Access:https://ieeexplore.ieee.org/document/9143115/

Internet

https://ieeexplore.ieee.org/document/9143115/

Similar Items