Hands-Free User Interface for AR/VR Devices Exploiting Wearer’s Facial Gestures Using Unsupervised Deep Learning

Hands-Free User Interface for AR/VR Devices Exploiting Wearer’s Facial Gestures Using Unsupervised Deep Learning

Developing a user interface (UI) suitable for headset environments is one of the challenges in the field of augmented reality (AR) technologies. This study proposes a hands-free UI for an AR headset that exploits facial gestures of the wearer to recognize user intentions. The facial gestures of the...

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Bibliographic Details
Main Authors: Jaekwang Cha, Jinhyuk Kim, Shiho Kim
Format: Article
Language:English
Published: MDPI AG 2019-10-01
Series:Sensors
Subjects:
hands-free interface
augmented reality
spatiotemporal autoencoder
deep embedded clustering
Online Access:https://www.mdpi.com/1424-8220/19/20/4441

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