Hand Gesture Recognition From Wrist-Worn Camera for Human–Machine Interaction

Hand Gesture Recognition From Wrist-Worn Camera for Human–Machine Interaction

In this work, we study the ability to use hand gestures for human-machine interaction from wrist-worn sensors. Towards this goal, we design a wrist-worn prototype to capture RGB video stream of hand gestures. Then we built a new wrist-worn gesture dataset (named WiGes) with various subjects in inter...

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Bibliographic Details
Main Authors: Hong-Quan Nguyen, Trung-Hieu Le, Trung-Kien Tran, Hoang-Nhat Tran, Thanh-Hai Tran, Thi-Lan Le, Hai Vu, Cuong Pham, Thanh Phuong Nguyen, Huu Thanh Nguyen
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Convolutional neural network
hand gesture recognition
human-machine interaction
wearable sensors
Online Access:https://ieeexplore.ieee.org/document/10135101/
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https://ieeexplore.ieee.org/document/10135101/

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