A Novel Phonology- and Radical-Coded Chinese Sign Language Recognition Framework Using Accelerometer and Surface Electromyography Sensors

A Novel Phonology- and Radical-Coded Chinese Sign Language Recognition Framework Using Accelerometer and Surface Electromyography Sensors

Sign language recognition (SLR) is an important communication tool between the deaf and the external world. It is highly necessary to develop a worldwide continuous and large-vocabulary-scale SLR system for practical usage. In this paper, we propose a novel phonology- and radical-coded Chinese SLR f...

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Bibliographic Details
Main Authors: Juan Cheng, Xun Chen, Aiping Liu, Hu Peng
Format: Article
Language:English
Published: MDPI AG 2015-09-01
Series:Sensors
Subjects:
sign language recognition
component level classification
accelerometer
electromyography
hidden markov model (HMM)
dynamic time warping
Online Access:http://www.mdpi.com/1424-8220/15/9/23303

Internet

http://www.mdpi.com/1424-8220/15/9/23303

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