Computer Recognition of Indian Sign Language

Ashok Kumar Sahoo

ISBN 10: 6200262233 / ISBN 13: 9786200262233

Edité par LAP LAMBERT Academic Publishing, 2019

Computer Recognition of Indian Sign Language | Ashok Kumar Sahoo | Taschenbuch | 172 S. | Englisch | 2019 | LAP LAMBERT Academic Publishing | EAN 9786200262233 | Verantwortliche Person für die EU: BoD - Books on Demand, In de Tarpen 42, 22848 Norderstedt, info[at]bod[dot]de | Anbieter: preigu. N° de réf. du vendeur 117283665

Synopsis :

Sign language is the only medium of communication for hearing-impaired people and hard hearing community. This is also helpful in communication between speaking community and who cannot speak. In India, the sign language is known as Indian Sign Language (or ISL). English and Hindi are officially accepted sign languages in India. The focus of this research is on computer recognition and translation of ISL in English language domain. A sign language recognition system can be based on a device based approach or vision based approach. Due to problems in device based recognition systems, the work presented in this thesis is on vision based computer recognition of ISL. Some pre-processing steps and feature extraction techniques (histogram features, structural features and feature vector inherited directly from an image matrix) in the pattern recognition process for performance improvement are devised. A new pattern recognition process for video data set is proposed and is useful in recognition of dynamic gestures of ISL. The thesis contains six chapters.

Détails bibliographiques

Titre : Computer Recognition of Indian Sign Language
Éditeur : LAP LAMBERT Academic Publishing
Date d'édition : 2019
Reliure : Taschenbuch
Etat : Neu