ArticleSensors (Basel, Switzerland)2022
A Multi-User Collaborative AR System for Industrial Applications.
Article in Sensors (Basel, Switzerland), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
7 citing papers in PubMed.
- A Visual Attention Analysis Method for Industrial Patrol Inspection Based on Eye Tracking and Deep Learning.Sensors (Basel, Switzerland) · 2026Article
- A Remote Maintenance Support Method for Complex Equipment Based on Layered-MVC-B/S Integrated AR Framework.Sensors (Basel, Switzerland) · 2025Article
- Facial electromyogram-based facial gesture recognition for hands-free control of an AR/VR environment: optimal gesture set selection and validation of feasibility as an assistive technology.Biomedical engineering letters · 2023Article
- Augmented Reality in Real-time Telemedicine and Telementoring: Scoping Review.JMIR mHealth and uHealth · 2023Article
- Challenges in Implementing Low-Latency Holographic-Type Communication Systems.Sensors (Basel, Switzerland) · 2022Review
- Wearable Sensors for Learning Enhancement in Higher Education.Sensors (Basel, Switzerland) · 2022Review
- Benchmarking Built-In Tracking Systems for Indoor AR Applications on Popular Mobile Devices.Sensors (Basel, Switzerland) · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
Abstract
Augmented reality (AR) applications are increasingly being used in various fields (e.g., design, maintenance, assembly, repair, training, etc.), as AR techniques help improve efficiency and reduce costs. Moreover, collaborative AR systems extend applicability, allowing for collaborative environments for different roles. In this paper, we propose a multi-user collaborative AR system (aptly called the "multi-user collaborative system", or MUCSys); it is composed of three ends-MUCStudio, MUCView, and MUCServer. MUCStudio aims to construct industrial content with CAD model transformation, simplification, database update, marker design, scene editing, and exportation, while MUCView contains sensor data analysis, real-time localization, scene loading, annotation editing, and virtual-real rendering. MUCServer-as the bridge between MUCStudio and MUCView-presents collaborative and database services. To achieve this, we implemented the algorithms of local map establishment, global map registration, optimization, and network synchronization. The system provides AR services for diverse industrial processes via three collaborative ways-remote support, collaborative annotation, and editing. According to the system, applications for cutting machines were presented to improve efficiency and reduce costs, covering cutting head designs, production line sales, and cutting machine inspections. Finally, a user study was performed to prove the usage experience of the system.
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What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.