TY - GEN
T1 - Sign language trainer using leap motion
AU - Feicán, Christian
AU - Cabrera, Julio
AU - Arévalo, John
AU - Ayala, Edy
AU - Guerrero, Fernando
AU - Pinos, Eduardo
PY - 2018/1/1
Y1 - 2018/1/1
N2 - Learning a sign language can be a long process, but necessary to improve the communication of people, nowadays you need face-to-face courses. To facilitate the learning of Ecuadorian Sign Language and make it more interactive, a software trainer is proposed using the Leap Motion® device. The system is based on an SVM classifier, the parameters were calculated to obtain greater efficiency in the classifier. It is able to predict signs from A to Z including mobile signs, the Ecuadorian typographic alphabet has 30 letters and 5 require movement. The system was trained with a database of 40 people resulting in 1200 signs.
AB - Learning a sign language can be a long process, but necessary to improve the communication of people, nowadays you need face-to-face courses. To facilitate the learning of Ecuadorian Sign Language and make it more interactive, a software trainer is proposed using the Leap Motion® device. The system is based on an SVM classifier, the parameters were calculated to obtain greater efficiency in the classifier. It is able to predict signs from A to Z including mobile signs, the Ecuadorian typographic alphabet has 30 letters and 5 require movement. The system was trained with a database of 40 people resulting in 1200 signs.
KW - Ecuadorian Sign Language
KW - Human factors in education
KW - Human factors in training
KW - Leap motion
KW - Support vector machine
UR - https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85022187693&origin=inward
UR - https://www.scopus.com/inward/citedby.uri?partnerID=HzOxMe3b&scp=85022187693&origin=inward
UR - http://www.mendeley.com/research/sign-language-trainer-using-leap-motion
U2 - 10.1007/978-3-319-60018-5_25
DO - 10.1007/978-3-319-60018-5_25
M3 - Conference contribution
SN - 9783319600178
T3 - Advances in Intelligent Systems and Computing
SP - 253
EP - 264
BT - Sign language trainer using leap motion
A2 - Andre, Terence
T2 - Advances in Intelligent Systems and Computing
Y2 - 1 January 2015
ER -