User and System Cross-Learning of Gesture Commands on Pen-Based Devices - Human-Computer Interaction – INTERACT 2013 Access content directly
Conference Papers Year : 2013

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

Peiyu Li
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  • PersonId : 931323
Manuel Bouillon
Eric Anquetil
Grégoire Richard
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  • PersonId : 947790

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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Dates and versions

hal-00881020 , version 1 (07-11-2013)
hal-00881020 , version 2 (04-04-2017)

Identifiers

  • HAL Id : hal-00881020 , version 1

Cite

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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