In this study, we present a wireless (non-contact) gesture recognition method using only incoherent light wave signals reflected from a human subject. In comparison to existing radar, light shadow, sound and camera-based sensing systems, this technology uses a low-cost ubiquitous light source (e.g., infrared LED) to send light towards the subject's hand performing gestures and the reflected light is collected by a light sensor (e.g., photodetector). This light wave sensing system recognizes different gestures from the variations of the received light intensity within a 20-35cm range. The hand gesture recognition results demonstrate up to 96% accuracy on average. The developed system can be utilized in numerous Human-computer Interaction (HCI) applications as a low-cost and non-contact gesture recognition technology.
翻译:在本研究中,我们提出了一个无线(非接触)手势识别方法,仅使用从人体物体中反射的不连贯的光波信号。与现有的雷达、光影、声音和摄影机感测系统相比,这一技术使用一种低成本无处不在的光源(如红外线LED),向物体的手势显示光线,反光光由光传感器(如光探测仪)收集。这个光波感测系统承认20-35厘米范围内收到的光强度变化的不同手势。手势识别结果显示平均达到96%的精确度。发达的系统可以作为一种低成本和非接触手势识别技术,用于许多人的计算机互动应用中。