Sign language trainer using leap motion

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Abstract

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.

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APA

Feicán, C., Cabrera, J., Arévalo, J., Ayala, E., Guerrero, F., & Pinos, E. (2018). Sign language trainer using leap motion. In Advances in Intelligent Systems and Computing (Vol. 596, pp. 253–264). Springer Verlag. https://doi.org/10.1007/978-3-319-60018-5_25

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