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Improving MR visualization of digital twins using HoloLens 2

  • One goal of the project described in this paper is to create learning algorithms for machines and robots that lack a precise virtual controller for correct simulations. Using a digital twin approach, the developed mixed reality application aims for an overlay of a virtual robot model with the real world counterpart using Microsoft HoloLens 2 smart glasses. The application should help users to have an inside look into the results of the learning algorithm and therefore supervise and improve those results. The main focus of this paper is the visual representation of the digital twin on the smart glasses. One of the challenges is the level of abstraction and specific use of shaders (program code defining material attributes) to help the user differentiating between virtual and real objects. Therefore different presentation methods are described and evaluated. Study results with 48 persons show that the most abstract representation (wireframe) scores lowest, whereas a half-transparent model works best.

This document is embargoed until:

2021/08/01

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Metadaten
Author:Andreas Künz, Sabrina Rosmann, Gabdelgaziz Sayfutdinov, Katrin Paldan
Parent Title (English):11th Conference on Learning Factories
Document Type:Conference Proceeding
Language:English
Year of publication:2021
Embargo Date:2021/08/01
Release Date:2021/06/07
Tag:Digital twin; Human-in-the-loop; Mixed reality; Visualization
Number og pages:6
Organisationseinheit:Technik / Department of Computer Science
Forschung / Forschungszentrum Nutzerzentrierte Technologien
DDC classes:000 Allgemeines, Informatik, Informationswissenschaft
Open Access?:ja
Peer review:wiss. Beitrag, peer-reviewed
Publicationlist:Künz, Andreas
Bibliographie 2021
Rosmann, Sabrina
Paldan, Katrin
Licence (German):License LogoUrhG - The Austrian Copyright Act applies - Es gilt das österr. Urheberrechtsgesetz