Supervised Machine Learning Hand Gesture Classification in VR for Immersive Training | IEEE Conference Publication | IEEE Xplore

Supervised Machine Learning Hand Gesture Classification in VR for Immersive Training


Abstract:

The fast adoption of immersive wearables evidences the need for more intuitive interaction methods between virtual environments and their users. Advances in wearables are...Show More

Abstract:

The fast adoption of immersive wearables evidences the need for more intuitive interaction methods between virtual environments and their users. Advances in wearables are making in-built real-time hand tracking mechanisms more common. However, wearable providers only include limited gestures available for developer use. This limits their use for VR-based training solutions, where users need to complete tasks that mimic real-world activities as much as possible to gain valuable insights on those tasks. We present a virtual reality application that collects data on hand characteristics and analyses the collected data to identify hand gestures towards achieving a more natural interaction.
Date of Conference: 12-16 March 2022
Date Added to IEEE Xplore: 20 April 2022
ISBN Information:
Conference Location: Christchurch, New Zealand

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