TY - JOUR
T1 - Assistive device for the translation from mexican sign language to verbal language
AU - Varela-Santos, Héctor
AU - Morales-Jiménez, Anahí
AU - Córdova-Esparza, Diana Margarita
AU - Terven, Juan
AU - Mirelez-Delgado, Flabio Dario
AU - Orenday-Delgado, Adán
N1 - Publisher Copyright:
© 2021 Instituto Politecnico Nacional. All rights reserved.
PY - 2021
Y1 - 2021
N2 - In this work, we present the design and implementation of an assistive device for people with hearing disabilities, which allows words from Mexican Sign Language to be translated into verbal language. The device consists of a wearable embedded computer with a camera and a pair of gloves. The system captures the hand-gesture images, extracts features from the gloves, and runs an Artificial Neural Network as a classifier. Our system achieves an average precision of 88% and an average recall of 90% on 20 signals.
AB - In this work, we present the design and implementation of an assistive device for people with hearing disabilities, which allows words from Mexican Sign Language to be translated into verbal language. The device consists of a wearable embedded computer with a camera and a pair of gloves. The system captures the hand-gesture images, extracts features from the gloves, and runs an Artificial Neural Network as a classifier. Our system achieves an average precision of 88% and an average recall of 90% on 20 signals.
KW - Assistive devices
KW - Computer vision
KW - Mexican sign language
UR - http://www.scopus.com/inward/record.url?scp=85118788433&partnerID=8YFLogxK
M3 - Artículo
AN - SCOPUS:85118788433
SN - 1405-5546
VL - 25
SP - 1
EP - 14
JO - Computacion y Sistemas
JF - Computacion y Sistemas
IS - 3
ER -