User-Independent American Sign Language Alphabet Recognition Based on Depth Image and PCANet Features

Sign language is the most natural and effective way for communications among deaf and normal people. American Sign Language (ASL) alphabet recognition (i.e. fingerspelling) using marker-less vision sensor is a challenging task due to the difficulties in hand segmentation and appearance variations am...

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Bibliographic Details
Main Authors: Walaa Aly, Saleh Aly, Sultan Almotairi
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8822443/