학술논문

Playing with Data: An Augmented Reality Approach to Interact with Visualizations of Industrial Process Tomography
Document Type
Working Paper
Source
IFIP Conference on Human-Computer Interaction 2023 Aug 28 vol 14143 (pp. 123-144)
Subject
Computer Science - Human-Computer Interaction
Language
Abstract
Industrial process tomography (IPT) is a specialized imaging technique widely used in industrial scenarios for process supervision and control. Today, augmented/mixed reality (AR/MR) is increasingly being adopted in many industrial occasions, even though there is still an obvious gap when it comes to IPT. To bridge this gap, we propose the first systematic AR approach using optical see-through (OST) head mounted displays (HMDs) with comparative evaluation for domain users towards IPT visualization analysis. The proof-of-concept was demonstrated by a within-subject user study (n=20) with counterbalancing design. Both qualitative and quantitative measurements were investigated. The results showed that our AR approach outperformed conventional settings for IPT data visualization analysis in bringing higher understandability, reduced task completion time, lower error rates for domain tasks, increased usability with enhanced user experience, and a better recommendation level. We summarize the findings and suggest future research directions for benefiting IPT users with AR/MR.
Comment: In IFIP Conference on Human-Computer Interaction 2023