Recognition and Classification of Sign Language for Spanish



Document title: Recognition and Classification of Sign Language for Spanish
Journal: Computación y sistemas
Database: PERIÓDICA
System number: 000423247
ISSN: 1405-5546
Authors: 1
1
2
2
Institutions: 1Universidad Tecnológica de Puebla, Ingeniería en Tecnologías para la Automatización, Puebla. México
2Benemérita Universidad Autónoma de Puebla, Facultad de Ciencias de la Computación, Puebla. México
Year:
Season: Ene-Mar
Volumen: 22
Number: 1
Country: México
Language: Inglés
Document type: Artículo
Approach: Aplicado, descriptivo
English abstract In this paper it is presented a computational system for recognition and classification of letters of the sign language in Spanish, designed for helping deaf-mute people to communicate with other persons. A low-cost glove that captures the hand movements has been constructed. This one contains an accelerometer for each finger which allows detecting its position by using an acquisition data board. Sensor information is sent wirelessly to a computer having a software interface, developed in LabVIEW, in which the symbols dataset is generated. For the automatic recognition of letters we have applied a statistical treatment to the dataset obtaining accuracy greater than 96% independently of the user
Disciplines: Literatura y lingüística,
Ciencias de la computación
Keyword: Lingüística aplicada,
Inteligencia artificial,
Lenguaje de señas,
Aprendizaje de máquinas
Keyword: Applied linguistics,
Artificial intelligence,
Sign language,
Machine learning
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