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Towards Contactless, Hand Gestures-Based Control of Devices

机译：朝向非接触式，手势的基于手势的装置控制

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摘要

Gesture-based intuitive interactions with electronic devices can be an important part of smart home systems. In this paper, we adapt the contactless linear gesture sensor for the navigation of smart lighting system. Set of handled gestures allow to propose two methods of active light source selection, continuous dimming, and turning on and off based on discrete gestures. The average gesture recognition accuracy was 97.58% in the first of proposed methods of lamp selection and 95.45% in the second method. Apart of the accuracy of the gesture sensor in the real case implementation the user convenience of navigation was monitored. 72.73% of users pointed the first method as more intuitive and convenient to use. 63.64% of users indicated that the dimming of light is more intuitive when moving a hand along the sensor than closing it towards the package. The impact of utilizing dirty or gloved hand on the pose recognition accuracy of the sensor was verified as well. The results indicate the capability of incorporating considered touchless gesture sensor to homes, factories or operating rooms. These are places where the need of the functionality of discrete and continuous gestures for handling some basic devices or functions can be limited due to dirty hand scenarios or sterility requirements.
机译：与电子设备的基于手势的直观相互作用可以是智能家居系统的重要组成部分。在本文中，我们改编了用于智能照明系统的导航的非接触式线性手势传感器。一套处理手势允许基于离散手势提出两种主动光源选择，连续调光和开启和关闭方法。在第一个灯选择方法中，平均手势识别精度为97.58％，第二种方法中的95.45％。除了手势传感器的准确性，在实际情况下，监控用户的便利性。 72.73％的用户指出了第一种方法，更直观，使用方便。 63.64％的用户表明，当沿着传感器沿着传感器移动而不是将其朝向包裹关闭时，光的调光更为直观。还验证了利用脏或牵引的手套对传感器的姿势识别精度的影响。结果表明，将被认为的无情手势传感器结合到房屋，工厂或手术室。这些是由于脏手场景或无菌要求，可以限制用于处理某些基本设备或功能的离散和连续手势的功能的位置。

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