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Smart Human Computer Interface with EMG and Vision Based on Multi-modal Information Fusion 被引量:1
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作者 Hee-su KANG Hyun-chool SHIN 《Journal of Measurement Science and Instrumentation》 CAS 2011年第2期152-156,共5页
A smart Human Interface (HCI) replacing conventional mouse interface is proposed. The interface is able to control and command action with only hand. Four finger motions (left click, right dick, hold, drag) are u... A smart Human Interface (HCI) replacing conventional mouse interface is proposed. The interface is able to control and command action with only hand. Four finger motions (left click, right dick, hold, drag) are used to command the interface. Also the authors materialiae cursor movement control using image processing The measure what they use for inference is entropy of Electromyogram (EMG) signal, Gaussian modeling and likelihood estimation. In image processing for cursor control, they use color recognition to get the center point of finger tip from marker, and map the point onto cursor. Accuracy of finger movement inference is over 95% and cursor control works naturally without delay. They materlalize whole system to check its performance and utility. 展开更多
关键词 vision:hciinterface:mouse
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