Handling Work Complexity with AR/Deep Learning
H. Dhiman, S. Büttner, C. Röcker, R. Reisch, in: Proceedings of the 31st Australian Conference on Human-Computer-Interaction (OzCHI’19) : 2nd Dec.-5th Dec. 2019, Perth/Fremantle, WA, Australia, ACM, 2019, pp. 518–522.
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Abstract
Complexity is a fundamental part of product design and manufacturing today, owing to increased demands for customization and advances in digital design techniques. Assembling and repairing such an enormous variety of components means that workers are cognitively challenged, take longer to search for the relevant information and are prone to making mistakes. Although in recent years deep learning approaches to object recognition have seen rapid advances, the combined potential of deep learning and augmented reality in the industrial domain remains relatively under explored. In this paper we introduce AR-ProMO, a combined hardware/software solution that provides a generalizable assistance system for identifying mistakes during product assembly and repair.
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Titel des Konferenzbandes
Proceedings of the 31st Australian Conference on Human-Computer-Interaction (OzCHI'19) : 2nd Dec.-5th Dec. 2019, Perth/Fremantle, WA, Australia
Seite
518–522
Konferenz
31st Australian Conference on Human-Computer-Interaction (OzCHI'19)
Konferenzort
Perth/Fremantle, WA, Australia
Konferenzdatum
201912-02 – 2019-12-05
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Dhiman H, Büttner S, Röcker C, Reisch R. Handling Work Complexity with AR/Deep Learning. In: Proceedings of the 31st Australian Conference on Human-Computer-Interaction (OzCHI’19) : 2nd Dec.-5th Dec. 2019, Perth/Fremantle, WA, Australia. ACM; 2019:518–522. doi:10.1145/3369457.3370919
Dhiman, H., Büttner, S., Röcker, C., & Reisch, R. (2019). Handling Work Complexity with AR/Deep Learning. In Proceedings of the 31st Australian Conference on Human-Computer-Interaction (OzCHI’19) : 2nd Dec.-5th Dec. 2019, Perth/Fremantle, WA, Australia (pp. 518–522). Perth/Fremantle, WA, Australia: ACM. https://doi.org/10.1145/3369457.3370919
Dhiman H et al. (2019) Handling Work Complexity with AR/Deep Learning. Proceedings of the 31st Australian Conference on Human-Computer-Interaction (OzCHI’19) : 2nd Dec.-5th Dec. 2019, Perth/Fremantle, WA, Australia. ACM, pp. 518–522.
Dhiman, Hitesh, Sebastian Büttner, Carsten Röcker, and Raphael Reisch. “Handling Work Complexity with AR/Deep Learning.” In Proceedings of the 31st Australian Conference on Human-Computer-Interaction (OzCHI’19) : 2nd Dec.-5th Dec. 2019, Perth/Fremantle, WA, Australia, 518–522. ACM, 2019. https://doi.org/10.1145/3369457.3370919.
Dhiman, Hitesh, Sebastian Büttner, Carsten Röcker und Raphael Reisch. 2019. Handling Work Complexity with AR/Deep Learning. In: Proceedings of the 31st Australian Conference on Human-Computer-Interaction (OzCHI’19) : 2nd Dec.-5th Dec. 2019, Perth/Fremantle, WA, Australia, 518–522. ACM. doi:10.1145/3369457.3370919, .
Dhiman, Hitesh ; Büttner, Sebastian ; Röcker, Carsten ; Reisch, Raphael: Handling Work Complexity with AR/Deep Learning. In: Proceedings of the 31st Australian Conference on Human-Computer-Interaction (OzCHI’19) : 2nd Dec.-5th Dec. 2019, Perth/Fremantle, WA, Australia : ACM, 2019, S. 518–522
H. Dhiman, S. Büttner, C. Röcker, R. Reisch, Handling Work Complexity with AR/Deep Learning, in: Proceedings of the 31st Australian Conference on Human-Computer-Interaction (OzCHI’19) : 2nd Dec.-5th Dec. 2019, Perth/Fremantle, WA, Australia, ACM, 2019: pp. 518–522.
H. Dhiman, S. Büttner, C. Röcker, and R. Reisch, “Handling Work Complexity with AR/Deep Learning,” in Proceedings of the 31st Australian Conference on Human-Computer-Interaction (OzCHI’19) : 2nd Dec.-5th Dec. 2019, Perth/Fremantle, WA, Australia, Perth/Fremantle, WA, Australia, 2019, pp. 518–522.
Dhiman, Hitesh, et al. “Handling Work Complexity with AR/Deep Learning.” Proceedings of the 31st Australian Conference on Human-Computer-Interaction (OzCHI’19) : 2nd Dec.-5th Dec. 2019, Perth/Fremantle, WA, Australia, ACM, 2019, pp. 518–522, doi:10.1145/3369457.3370919.
Dhiman, Hitesh et. al. (2019): Handling Work Complexity with AR/Deep Learning, in: Proceedings of the 31st Australian Conference on Human-Computer-Interaction (OzCHI’19) : 2nd Dec.-5th Dec. 2019, Perth/Fremantle, WA, Australia, S. 518–522.
Dhiman H, Büttner S, Röcker C, Reisch R. Handling Work Complexity with AR/Deep Learning. In: Proceedings of the 31st Australian Conference on Human-Computer-Interaction (OzCHI’19) : 2nd Dec-5th Dec 2019, Perth/Fremantle, WA, Australia. ACM; 2019. p. 518–522.
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