American Sign Language Alphabet Recognition Using Inertial Motion Capture System with Deep Learning

Sign language is designed as a natural communication method for the deaf community to convey messages and connect with society. In American sign language, twenty-six special sign gestures from the alphabet are used for the fingerspelling of proper words. The purpose of this research is to classify t...

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Bibliographic Details
Main Authors: Yutong Gu, Sherrine, Weiyi Wei, Xinya Li, Jianan Yuan, Masahiro Todoh
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Inventions
Subjects:
Online Access:https://www.mdpi.com/2411-5134/7/4/112