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2012 Ninth International Conference on Wearable and Implantable Body Sensor Networks
Design of an Assistive Communication Glove Using Combined Sensory Channels
London, United Kingdom
May 09-May 12
ISBN: 978-0-7695-4698-8
| ASCII Text | x | ||
| Netchanok Tanyawiwat, Surapa Thiemjarus, "Design of an Assistive Communication Glove Using Combined Sensory Channels," Wearable and Implantable Body Sensor Networks, International Workshop on, pp. 34-39, 2012 Ninth International Conference on Wearable and Implantable Body Sensor Networks, 2012. | |||
| BibTex | x | ||
| @article{ 10.1109/BSN.2012.17, author = {Netchanok Tanyawiwat and Surapa Thiemjarus}, title = {Design of an Assistive Communication Glove Using Combined Sensory Channels}, journal ={Wearable and Implantable Body Sensor Networks, International Workshop on}, volume = {0}, year = {2012}, isbn = {978-0-7695-4698-8}, pages = {34-39}, doi = {http://doi.ieeecomputersociety.org/10.1109/BSN.2012.17}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - CONF JO - Wearable and Implantable Body Sensor Networks, International Workshop on TI - Design of an Assistive Communication Glove Using Combined Sensory Channels SN - 978-0-7695-4698-8 SP34 EP39 A1 - Netchanok Tanyawiwat, A1 - Surapa Thiemjarus, PY - 2012 KW - Sensor glove KW - American Sign Language fingerspellings KW - Hand Gesture Recognition KW - Contact sensors KW - Combined Sensory Channel KW - Assistive Communication Glove VL - 0 JA - Wearable and Implantable Body Sensor Networks, International Workshop on ER - | |||
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/BSN.2012.17
This paper presents a new design of a wireless sensor glove developed for American Sign Language finger spelling gesture recognition. Five contact sensors are installed on the glove, in addition to five flex sensors on the fingers and a 3D accelerometer on the back of the hand. Each pair of flex and contact sensors are combined into the same input channel on the BSN node in order to save the number of channels and the installation area. After which, the signal is analyzed and separated back into flex and contact features by software. With electrical contacts and wirings made of conductive fabric and threads, the glove design has become thinner and more flexible. For validation, ASL finger spelling gesture recognition experiments have been performed on signals collected from six speech-impaired subjects and a normal subject. With the new sensor glove design, the experimental results have shown a significant increase in classification accuracy.
Index Terms:
Sensor glove, American Sign Language fingerspellings, Hand Gesture Recognition, Contact sensors, Combined Sensory Channel, Assistive Communication Glove
Citation:
Netchanok Tanyawiwat, Surapa Thiemjarus, "Design of an Assistive Communication Glove Using Combined Sensory Channels," bsn, pp.34-39, 2012 Ninth International Conference on Wearable and Implantable Body Sensor Networks, 2012
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