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Towards in-situ process tomography data processing using augmented reality technology

Published: 09 September 2019 Publication History

Abstract

Nowadays, various branches of industry are based on continuous processes. Therefore, efficient and accurate data analysis became crucial for maintaining control and optimizing the monitored trials. This paper presents a novel solution for in-situ analysis of complex numerical data. The proposed system employs mixed-reality technology to visualize data and enable collaborative analysis in remote locations. The system was implemented using Microsoft HoloLens and tested in laboratory environment, with its proof-of-concept version applied to solve real expert analysis task. After the experiment NASA TLX and SUS questionnaires were filled and demonstrated improvement performance and enabling more extensive analysis, including their spatio-temporal features.

References

[1]
Caroline A Schneider, Wayne S Rasband, and Kevin Eliceiri. 2012. NIH Image to ImageJ: 25 years of image analysis. Nature Methods 9 (07 2012).
[2]
John Brooke et al. 1996. SUS-A quick and dirty usability scale. Usability evaluation in industry 189, 194 (1996), 4--7.
[3]
Chen Chen, Paweł W. Woźniak, Andrzej Romanowski, Mohammad Obaid, Tomasz Jaworski, Jacek Kucharski, Krzysztof Grudzień, Shengdong Zhao, and Morten Fjeld. 2016. Using Crowdsourcing for Scientific Analysis of Industrial Tomographic Images. ACM Trans. Intell. Syst. Technol. 7, 4, Article 52 (July 2016), 25 pages.
[4]
Ravishankar Chityala, Sridevi Pudipeddi, Luke Arensten, and Susanta Hui. 2013. Segmentation and Visualization of a Large, High-Resolution Micro-CT Data of Mice. Journal of Digital Imaging 26, 2 (01 Apr 2013), 302--308.
[5]
Microsoft Corp. {n.d.}. Microsoft Hololens.
[6]
J.C. Gamio, J. Castro, L. Rivera, J. Alamilla, F. Garcia-Nocetti, and L. Aguilar. 2005. Visualisation of gas-oil two-phase flows in pressurised pipes using electrical capacitance tomography. Flow Measurement and Instrumentation 16, 2 (2005), 129 -- 134. Tomographic Techniques for Multiphase Flow Measurements.
[7]
K. Grudzien. 2017. Visualization System for Large-Scale Silo Flow Monitoring Based on ECT Technique. IEEE Sensors Journal 17, 24 (Dec 2017), 8242--8250.
[8]
Sandra G. Hart and Lowell E. Staveland. 1988. Development of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research. In Human Mental Workload, Peter A. Hancock and Najmedin Meshkati (Eds.). Advances in Psychology, Vol. 52. North-Holland, 139 -- 183.
[9]
Shi Liu, Jingtao Li, and Qi Chen. 2007. Visualization of flow pattern in thermosyphon by ECT. Flow Measurement and Instrumentation 18, 5 (2007), 216 -- 222. Process Tomography and Flow Visualization.
[10]
A. Romanowski, K. Grudzien, Z. Chaniecki, and P. Wozniak. 2013. Contextual processing of ECT measurement information towards detection of process emergency states. In 13th International Conference on Hybrid Intelligent Systems (HIS 2013). 291--297.
[11]
D. Sielski, A. Nowak, M. Woźniak, J. Dominiak, A. Kowalska, P. Kucharski, Z. Chaniecki, K. Grudzień, and A. Romanowski. 2018. Interactive System for Spatial and Temporal ECT Data Investigation. 9th World Congress in industrial process tomography, WCIPT9, Sep 2018; Conference date: 03-09-2018.
[12]
Mikołaj Woźniak, Aleksandra Polak-Sopińska, Andrzej Romanowski, Krzysztof Grudzień, Zbigniew Chaniecki, Aleksandra Kowalska, and Magdalena Wróbel-Lachowska. 2019. Beyond Imaging - Interactive Tabletop System for Tomographic Data Visualization and Analysis. In Advances in Manufacturing, Production Management and Process Control, Waldemar Karwowski, Stefan Trzcielinski, Beata Mrugalska, Massimo Di Nicolantonio, and Emilio Rossi (Eds.). Springer International Publishing, Cham, 90--100.

Cited By

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  • (2023)Playing with Data: An Augmented Reality Approach to Interact with Visualizations of Industrial Process TomographyHuman-Computer Interaction – INTERACT 202310.1007/978-3-031-42283-6_7(123-144)Online publication date: 28-Aug-2023
  • (2023)Is Industrial Tomography Ready for Augmented Reality? A Need-Finding Study of How Augmented Reality Can Be Adopted by Industrial Tomography ExpertsVirtual, Augmented and Mixed Reality10.1007/978-3-031-35634-6_37(523-535)Online publication date: 9-Jul-2023
  • (2022)An Initial Exploration of Visual Cues in Head-Mounted Display Augmented Reality for Book SearchingProceedings of the 21st International Conference on Mobile and Ubiquitous Multimedia10.1145/3568444.3570600(273-275)Online publication date: 27-Nov-2022
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Published In

cover image ACM Conferences
UbiComp/ISWC '19 Adjunct: Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers
September 2019
1234 pages
ISBN:9781450368698
DOI:10.1145/3341162
Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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Publication History

Published: 09 September 2019

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Author Tags

  1. CSCW
  2. data analysis
  3. industrial tomography
  4. mixed reality
  5. visualization

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UbiComp '19

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Overall Acceptance Rate 764 of 2,912 submissions, 26%

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Cited By

View all
  • (2023)Playing with Data: An Augmented Reality Approach to Interact with Visualizations of Industrial Process TomographyHuman-Computer Interaction – INTERACT 202310.1007/978-3-031-42283-6_7(123-144)Online publication date: 28-Aug-2023
  • (2023)Is Industrial Tomography Ready for Augmented Reality? A Need-Finding Study of How Augmented Reality Can Be Adopted by Industrial Tomography ExpertsVirtual, Augmented and Mixed Reality10.1007/978-3-031-35634-6_37(523-535)Online publication date: 9-Jul-2023
  • (2022)An Initial Exploration of Visual Cues in Head-Mounted Display Augmented Reality for Book SearchingProceedings of the 21st International Conference on Mobile and Ubiquitous Multimedia10.1145/3568444.3570600(273-275)Online publication date: 27-Nov-2022
  • (2022)Gapeau: Enhancing the Sense of Distance to Others with a Head-Mounted SensorProceedings of the Sixteenth International Conference on Tangible, Embedded, and Embodied Interaction10.1145/3490149.3501323(1-19)Online publication date: 13-Feb-2022
  • (2021)Supporting Visualization Analysis in Industrial Process Tomography by Using Augmented Reality—A Case Study of an Industrial Microwave Drying SystemSensors10.3390/s2119651521:19(6515)Online publication date: 29-Sep-2021
  • (2021)Enhancing In-game Immersion Using BCI-controlled MechanicsProceedings of the 27th ACM Symposium on Virtual Reality Software and Technology10.1145/3489849.3489862(1-6)Online publication date: 8-Dec-2021
  • (2021)Augmented Reality with Industrial Process Tomography: To Support Complex Data Analysis in 3D SpaceAdjunct Proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2021 ACM International Symposium on Wearable Computers10.1145/3460418.3479288(56-58)Online publication date: 21-Sep-2021
  • (2020)ARchemistProceedings of the 18th International Conference on Advances in Mobile Computing & Multimedia10.1145/3428690.3429168(58-63)Online publication date: 30-Nov-2020

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