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The "Geremin" approach focuses on in-car 2D micro-gesture recognition through electric field sensing. This innovative technique detects the presence of a human hand near conductive objects, such as the steering wheel, without being affected by ambient light or dynamic backgrounds. With rapid response times, it allows drivers to perform gestures without removing their hands from the wheel, enhancing safety and convenience. The research is presented by Christoph Endres, Tim Schwartz, and Christian Müller, building on previous work in automotive gesture recognition.
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Speech and 2D Micro-Gestures current prototype /development SW "Geremin" approach on in-car 2D micro-gesture recognition: belongs to the category of electric field sensing techniques detecting the presence of a human hand near a conductive object (not affected by light and dynamic backgrounds, fast response times). Gesture location: immediate proximity of the steering wheel, which has the advantage of not requiring the driver to take off hands. ChristophEndres, Tim Schwartz (M2CI) and Christian Müller. “Geremin”: 2D Microgestures for Drivers Based on Electric Field Sensing, IUI’11 ChristophEndres, SvilenDimitrov. Using a Theremin for Micro-Gesture Recognition in an Automotive EnvironmentAdjunct proceedings of AutomotiveUI 2010