基于人工智能的控制图形界面的手势界面构建方法

I. Elmagrouni, Abdelaziz Ettaoufik, S. Aouad, A. Maizate, Bennani Lotfi
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引用次数: 1

摘要

出于卫生方面的考虑,2019冠状病毒病加速了非接触式技术的使用,从而加快了向零用户界面的过渡。这个界面(UI)指的是一个受控的用户界面,可以使用手势、声音、眼动追踪和生物识别技术(如非接触式指纹和面部识别)与技术进行交互。这些控制界面结合了语音和手势等交互技术。非触摸交互与手势界面的进步是本研究的主要主题,这些界面是专门的程序,跟踪和预测手势,提供替代控制和交互技术。手势界面由四个主要层组成:手势界面、映射手势、动作、输入模拟器和图形用户界面。除了我们的界面之外,我们还采用了新的算法来根据手型分类。通过在美食应用程序上进行试验,我们确认了我们的方法。我们与五名志愿者一起进行了一项小规模的用户研究,以评估和测试手势界面。用户反馈表明手势界面使用起来很简单。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Approach for the construction of gestural interfaces to control graphical interfaces based on artificial intelligence
Due to hygienic concerns, the COVID-19 has accelerated the use of touchless technology, which has expedited the transition to Zero User Interface. This Interface (UI) refers to a controlled user interface that enables interaction with technology using gestures, voice, eye tracking and biometrics like contactless fingerprints and facial recognition. These control interfaces incorporate interaction techniques like speech and gestures. The advancement of touchless interaction with hand gesture interfaces is the main topic of this study, these interfaces are specialized programs that track and predict hand gestures to give alternative controls and interaction techniques. The hand gesture interface consisting of four main layers: Hand Gesture Interface, Mapping Gesture, Action, The Input Simulator, and Graphical User Interface. In addition to our interface, we employed the new algorithm for according to the hand-type classification. By doing trials on a gastronomy application, we confirm our methodology. With five volunteers, we conducted a small-scale user study to evaluate and test the hand gesture interface. User feedback indicates that the hand gesture interface is simple to be used.
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