User and System Cross-Learning of Gesture Commands on Pen-Based Devices

Abstract : This paper presents a new design and evaluation of customizable ges-ture commands on pen-based devices. Our objective is to help users during the definition of gestures by detecting confusion among gestures. We also help the memorization gestures with the guide of a new type of menu "Customizable Gesture Menus". These menus are associated with an evolving gesture recogni-tion engine that learns incrementally, starting from few data samples. Our re-search focuses on making user and recognition system learn at the same time, hence the term "cross-learning". Three experimentations are presented in details in this paper to support these ideas.
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https://hal.inria.fr/hal-00881020
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Submitted on : Thursday, November 7, 2013 - 12:08:25 PM
Last modification on : Monday, January 14, 2019 - 10:00:06 AM
Long-term archiving on: Saturday, February 8, 2014 - 6:25:22 AM

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Peiyu Li, Manuel Bouillon, Eric Anquetil, Grégoire Richard. User and System Cross-Learning of Gesture Commands on Pen-Based Devices. Human-Computer Interaction - INTERACT 2013 (14th IFIP TC 13 International Conference), 2013, Cape Town, South Africa. pp.337-355. ⟨hal-00881020v1⟩

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