High Inclusiveness and Accuracy Motion Blur Real-Time Gesture Recognition Based on YOLOv4 Model Combined Attention Mechanism and DeblurGanv2

High Inclusiveness and Accuracy Motion Blur Real-Time Gesture Recognition Based on YOLOv4 Model Combined Attention Mechanism and DeblurGanv2

The combination of gesture recognition and aerospace exploration robots can realize the efficient non-contact control of the robots. In the harsh aerospace environment, the captured gesture images are usually blurred and damaged inevitably. The motion blurred images not only cause part of the transm...

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Bibliographic Details
Main Authors: Hongchao Zhuang, Yilu Xia, Ning Wang, Lei Dong
Format: Article
Language:English
Published: MDPI AG 2021-10-01
Series:Applied Sciences
Subjects:
gesture recognition
YOLOv4
CBAM
deep learning
image blur restoration
Online Access:https://www.mdpi.com/2076-3417/11/21/9982

Internet

https://www.mdpi.com/2076-3417/11/21/9982

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