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Abstract
Beginners can often provide useful information regarding machine operations, e.g., how difficult a specific operation is or how beginners deal with difficulties. However, their experiences oftentimes widely vary, and it is difficult to summarize these diverse experiences in an extensive way. To try and solve this problem, this study focused on developing a framework for integrating beginners' and experts' experiences into a unified operation model. A baseline model was first obtained based on hand{machine interactions automatically extracted from experts' egocentric vision records. Then, the beginners' behaviours were integrated by dynamically aligning them to the baseline model. Through this process, an integrated model based on the experiences of a wide range of users was achieved. We applied our method to the operation experiences of two tabletop devices, an IH heater and a sewing machine. The results show good potentials in modelling the common and different behaviours among experts and beginners.
Original language | English |
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Title of host publication | International Conference on Machine Vision Applications |
Publisher | Institute of Electrical and Electronics Engineers (IEEE) |
Number of pages | 6 |
ISBN (Electronic) | 978-4-901122-18-4 |
DOIs | |
Publication status | E-pub ahead of print - 11 Jul 2019 |
Event | International Conference on Machine Vision Applications - Tokyo, Japan Duration: 27 May 2019 → 31 May 2019 Conference number: 16 http://www.mva-org.jp/mva2019/ |
Conference
Conference | International Conference on Machine Vision Applications |
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Abbreviated title | MVA |
Country/Territory | Japan |
City | Tokyo |
Period | 27/05/19 → 31/05/19 |
Internet address |
Keywords
- computer vision
- human computer interaction
- sewing machines
- mechanical engineering computing
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- 1 Finished
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GLANCE - EPSRC Call for Outlines - User Interaction with ICT
Mayol-Cuevas, W. W. (Principal Investigator)
4/04/16 → 2/02/22
Project: Research