Title | ||
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Prototyping Smart Eyewear with Capacitive Sensing for Facial and Head Gesture Detection |
Abstract | ||
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ABSTRACT The prevalence of smart eyewear, particularly in the form of eye glasses, has continuously increased. In this paper, we explore instrumenting a pair of glasses with Capacitive Sensing (CapSense) technology. We conducted three studies, in which we (1) explore a suitable CapSense setup for rapid prototyping; (2) reveal the potential of detecting facial and head gestures with a CapSense glasses prototype; and (3) investigate the technical feasibility of using a passive electric field sensing. Instead of training a low-dimensional gesture set that works across different users (e.g., eye winks), we selected a set of 12 facial and head related gestures, which we classified by relying on user-dependent machine learning models. |
Year | DOI | Venue |
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2021 | 10.1145/3460418.3479361 | Ubiquitous Computing |
Keywords | DocType | Citations |
Capacitive Sensing, Electric Field Sensing, Facial Expressions, Smart Glasses, Eyewear, Prototyping, Machine Learning, Data Mining | Conference | 0 |
PageRank | References | Authors |
0.34 | 0 | 3 |
Name | Order | Citations | PageRank |
---|---|---|---|
Denys J. C. Matthies | 1 | 75 | 14.60 |
Alex Woodall | 2 | 0 | 0.34 |
Bodo Urban | 3 | 176 | 23.00 |