Semantic Computing Enhancement of Industrial Augmented Reality Solutions with Machine Learning
References
[1]
R. Palmarini, J. A. Erkoyuncu, R. Roy, and H. Torabmostaedi, “A systematic review of augmented reality applications in maintenance,” pp. 215–228, 2018.
[2]
B. V. Guerreiro, R. G. Lins, J. Sun, and R. Schmitt, “Definition of smart retrofitting: First steps for a company to deploy aspects of industry 4.0,” in Advances in Manufacturing. Springer, 2018, no. 201519, pp. 161– 170.
[3]
P. C.-y. Sheu, Semantic computing. Wiley Online Library, 2010.
[4]
R. Azuma, Y. Baillot, R. Behringer, S. Feiner, S. Julier, and B. MacIntyre, “Recent advances in augmented reality,” IEEE Computer Graphics and Applications, vol. 21, no. 6, pp. 34–47, 2001.
[5]
M. Billinghurst, A. Clark, and G. Lee, “A Survey of Augmented Reality,” Foundations and Trends® in Human–Computer Interaction, vol. 8, no. 2-3, pp. 73–272, 2015. [Online]. Available: http://www.nowpublishers.com/article/Details/HCI-049
[6]
T. Taketomi, H. Uchiyama, and S. Ikeda, “Visual SLAM algorithms: A survey from 2010 to 2016,” IPSJ Transactions on Computer Vision and Applications, vol. 9, 2017.
[7]
L. Jinyu, Y. Bangbang, C. Danpeng, W. Nan, Z. Guofeng, and B. Hujun, “Survey and evaluation of monocular visual-inertial SLAM algorithms for augmented reality,” Virtual Reality & Intelligent Hardware, vol. 1, no. 4, pp. 386–410, 2019. [Online]. Available: http://dx.doi.org/10.1016/j.vrih.2019.07.002
[8]
T. Malisiewicz, “The future of real-time slam and deep learning vs slam”. Tombone's Computer Vision Blog, pp. 1–14, 2016.
[9]
M. Gattullo, G. W. Scurati, M. Fiorentino, A. E. Uva, F. Ferrise, and M. Bordegoni, “Towards augmented reality manuals for industry 4.0: A methodology,” Robotics and Computer-Integrated Manufacturing, vol. 56, no. March 2018, pp. 276–286, 2019. [Online]. Available: https://doi.org/10.1016/j.rcim.2018.10.001
[10]
A. Syberfeldt, O. Danielsson, and P. Gustavsson, “Augmented Reality Smart Glasses in the Smart Factory: Product Evaluation Guidelines and Review of Available Products,” IEEE Access, vol. 5, pp. 9118–9130, 2017.
[11]
F. Michahelles, K. García, A. Ciortea, and M. Funk, “Combining semantics and augmented reality to support the human mind,” UbiComp/ISWC 2017 - Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, pp. 697–703, 2017.
[12]
L. Chen, W. Tang, N. W. John, T. R. Wan, and J. J. Zhang, “Context- Aware Mixed Reality: A Learning-Based Framework for Semantic-Level Interaction,” in Computer Graphics Forum, vol. 39, no. 1, 2020, pp. 484–496.
[13]
L. Han, T. Zheng, Y. Zhu, L. Xu, and L. Fang, “Live Semantic 3D Perception for Immersive Augmented Reality,” IEEE Transactions on Visualization and Computer Graphics, vol. 26, no. 5, pp. 2012–2022, 2020.
[14]
Ribani, Ricardo, and Mauricio Marengoni. "A survey of transfer learning for convolutional neural networks." 2019 32nd SIBGRAPI Conference on Graphics, Patterns and Images Tutorials (SIBGRAPI-T). IEEE, 2019.
[15]
C. C. Aggarwal, Outlier Analysis, 2nd ed. Springer Publishing Company, Incorporated, 2017. [Online]. Available: https://link.springer.com/book/10.1007/978-3-319-47578-3.
[16]
Chalapathy, Raghavendra, and Sanjay Chawla. "Deep learning for anomaly detection: A survey." arXiv preprint arXiv:1901.03407 (2019).
[17]
C. X. Ling and V. S. Sheng, “Cost-Sensitive Learning,” in Encyclopedia of Machine Learning, C. Sammut and G. I. Webb, Eds. Boston, MA: Springer US, 2010, pp. 231–235.
Recommendations
Investigating Challenges and Opportunities of the Touchless Hand Interaction and Machine Learning Agents to Support Kinesthetic Learning in Augmented Reality
IUI '21 Companion: Companion Proceedings of the 26th International Conference on Intelligent User InterfacesAugmented Reality (AR), with its potential to bridge the virtual and real environments, creates new possibilities to develop more engaging and productive learning experiences. Evidence is beginning to emerge that this sophisticated technology offers new ...
Haptics in Augmented Reality
ICMCS '99: Proceedings of the IEEE International Conference on Multimedia Computing and Systems - Volume 2An augmented reality system merges synthetic sensory information into a user's perception of a three-dimensional environment. An important performance goal for an augmented reality system is that the user perceives a single seamless environment. In most ...
Augmented reality as perceptual reality
VSMM'06: Proceedings of the 12th international conference on Interactive Technologies and Sociotechnical SystemsAs shown in Paul Milgram et al’s Reality-Virtuality Continuum (1994), Augmented Reality occupies a very unique status in the spectrum of Mixed Reality. Unlike Virtual Reality, which is completely made up of the virtual and has been the most important ...
Comments
Please enable JavaScript to view thecomments powered by Disqus.Information & Contributors
Information
Published In
November 2021
143 pages
ISBN:9781450385886
DOI:10.1145/3503961
Copyright © 2021 ACM.
Permission to make digital or hard copies of all or part 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 components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]
Publisher
Association for Computing Machinery
New York, NY, United States
Publication History
Published: 08 March 2022
Check for updates
Author Tags
Qualifiers
- Research-article
- Research
- Refereed limited
Conference
VSIP 2021
VSIP 2021: 2021 3rd International Conference on Video, Signal and Image Processing
November 19 - 21, 2021
Wuhan, China
Contributors
Other Metrics
Bibliometrics & Citations
Bibliometrics
Article Metrics
- 0Total Citations
- 64Total Downloads
- Downloads (Last 12 months)27
- Downloads (Last 6 weeks)2
Reflects downloads up to 10 Nov 2024
Other Metrics
Citations
View Options
Get Access
Login options
Check if you have access through your login credentials or your institution to get full access on this article.
Sign inFull Access
View options
View or Download as a PDF file.
PDFeReader
View online with eReader.
eReaderHTML Format
View this article in HTML Format.
HTML Format