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Wearable Spiral Passive Electromagnetic Sensor (SPES) glove for sign language recognition of alphabet letters and numbers: a preliminary study

机译:可穿戴式螺旋无源电磁传感器(SPES)手套,用于识别字母和数字的手语:初步研究

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Sign language is a method of communication for deaf-mute people with articulated gestures and postures of hands and fingers to represent alphabet letters or complete words. Recognizing gestures is a difficult task, due to intrapersonal and interpersonal variations in performing them. This paper investigates the use of Spiral Passive Electromagnetic Sensor (SPES) as a motion recognition tool. An instrumented glove integrated with wearable multi-SPES sensors was developed to encode data and provide a unique response for each hand gesture. The device can be used for recognition of gestures; motion control and well-defined gesture sets such as sign languages. Each specific gesture was associated to a unique sensor response. The gloves encode data regarding the gesture directly in the frequency spectrum response of the SPES. The absence of chip or complex electronic circuit make the gloves light and comfortable to wear. Results showed encouraging data to use SPES in wearable applications.
机译:手语是聋哑人交流的一种方法,他们用铰接的手势和手和手指的姿势来表示字母或完整的单词。由于手势执行过程中的人际和人际差异,识别手势是一项艰巨的任务。本文研究了螺旋无源电磁传感器(SPES)作为运动识别工具的使用。已开发出一种与可穿戴式多SPES传感器集成的仪器手套,以对数据进行编码并为每个手势提供独特的响应。该设备可用于手势识别。运动控制和定义明确的手势集,例如手语。每个特定的手势都与唯一的传感器响应相关联。手套直接在SPES的频谱响应中对有关手势的数据进行编码。由于没有芯片或复杂的电子电路,因此手套轻巧舒适。结果表明,在可穿戴应用中使用SPES的数据令人鼓舞。

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