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Hand gesture recognition based on accelerometer sensors

机译:基于加速度计传感器的手势识别

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摘要

Gesture recognition is a dynamic area of research in human-computer interfaces. New input methods, closer to the human nature, are searched for replacing the traditional ones. Gestures are a very spread mean of communication among people. There are two implementations of gesture recognizing systems: sensor-based and vision-based. The sensor-based solutions use accelerometers or gyros for detecting the gestures. This paper presents a hand gesture recognition system built around an accelerometer sensor. The system is made by a sensing and transmitting part and a computer. The computer receives the data describing the motion trajectory and interprets it, through OCR, as a letter. It can be used in a more complex human-computer friendly interface, in which the commands are given by gestures. Without the OCR part, the system can be also used in gaming systems, embedded systems, intelligent peripherals and so on.
机译:手势识别是人机接口中的动态研究领域。 搜索更近于人性的新输入方法,以替换传统方式。 手势是人们之间的沟通的非常普遍差异。 手势识别系统有两种实现:基于传感器和基于视觉的。 基于传感器的解决方案使用加速度计或陀螺仪来检测手势。 本文介绍了加速度计传感器周围内置的手势识别系统。 该系统由感测和发送部分和计算机制成。 计算机通过OCR接收描述运动轨迹的数据,并将其解释为字母。 它可以用于更复杂的人机友好界面,其中命令由手势给出。 如果没有OCR部分,系统也可以用于游戏系统,嵌入式系统,智能外设等。

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