| Revista: | Computación y sistemas |
| Base de datos: | |
| Número de sistema: | 000560599 |
| ISSN: | 1405-5546 |
| Autores: | Varela Santos, Héctor1 Morales Jiménez, Anahí1 Córdova Esparza, Diana Margarita2 Terven, Juan3 Mirelez Delgado, Flabio Darío1 Orenday Delgado, Adán1 |
| Instituciones: | 1Instituto Politécnico Nacional, Unidad Profesional Interdisciplinaria de Ingeniería, Ciudad de México. México 2Universidad Autónoma de Querétaro, Facultad de Informática, Querétaro. México 3AiFi Inc, Santa Clara, California. Estados Unidos de América |
| Año: | 2021 |
| Periodo: | Jul-Sep |
| Volumen: | 25 |
| Número: | 3 |
| Paginación: | 451-464 |
| País: | México |
| Idioma: | Inglés |
| Tipo de documento: | Artículo |
| Resumen en inglés | 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. |
| Disciplinas: | Ciencias de la computación |
| Palabras clave: | Inteligencia artificial |
| Keyword: | Assistive devices, Mexican sign language, Computer vision, Artificial intelligence |
| Texto completo: | Texto completo (Ver HTML) Texto completo (Ver PDF) |
