TY - GEN
T1 - American Sign Language Electromiographic Alphabet Sign Translator
AU - Catalan-Salgado, Edgar Armando
AU - Lopez-Ramirez, Cristhian
AU - Zagal-Flores, Roberto
N1 - Publisher Copyright:
© 2019, Springer Nature Switzerland AG.
PY - 2019
Y1 - 2019
N2 - Communication between people is complicated, thus is due to correct idea and thought expression. But for the deaf or mute people this is even worse due to that our main communication channel is sound. They can use their own language using sign and ideograms made with hands, called American Sign Language. But as every language it is needed to learn and the population that dominate this language is small. In this work we propose an American Sign Language translator for 24 alphabet signs, using a wearable that give us eight electromiographic signals and KNN classifier for signs processing with 80% of accuracy.
AB - Communication between people is complicated, thus is due to correct idea and thought expression. But for the deaf or mute people this is even worse due to that our main communication channel is sound. They can use their own language using sign and ideograms made with hands, called American Sign Language. But as every language it is needed to learn and the population that dominate this language is small. In this work we propose an American Sign Language translator for 24 alphabet signs, using a wearable that give us eight electromiographic signals and KNN classifier for signs processing with 80% of accuracy.
KW - American Sign Language
KW - Artificial intelligence and health
KW - KNN
KW - Pattern recognition
UR - http://www.scopus.com/inward/record.url?scp=85076155106&partnerID=8YFLogxK
U2 - 10.1007/978-3-030-33229-7_14
DO - 10.1007/978-3-030-33229-7_14
M3 - Contribución a la conferencia
AN - SCOPUS:85076155106
SN - 9783030332280
T3 - Communications in Computer and Information Science
SP - 162
EP - 170
BT - Telematics and Computing - 8th International Congress, WITCOM 2019, Proceedings
A2 - Mata-Rivera, Miguel Felix
A2 - Zagal-Flores, Roberto
A2 - Barría-Huidobro, Cristian
PB - Springer
T2 - 8th International Congress on Telematics and Computing, WITCOM 2019
Y2 - 4 November 2019 through 8 November 2019
ER -