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158160

Arabic Sign language Recognition using Radial Signature and Dynamic Time Warping

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Last updated: 27 Dec 2024

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Abstract

Deaf communities face daily troubles communicating with others in society. A link between
the communication with sign language and natural language is needed to facilitate the life
of the deaf community. This paper, proposes a methodology based on image processing and
dynamic time warping to translate the deaf signs to natural language. The technique based
on radial signature as a feature extraction methodology and the dynamic time warping for
the classification of features vectors. The experimental results of the proposed algorithm
indicated eighty percent of real-time recognition on sets of 5 letters.

DOI

10.21608/asc.2013.158160

Keywords

Human Machine Interaction, Sign Language Recognition, Shape-Based Gesture Recognition, Radial Signature, Dynamic Time Warping

Volume

7

Article Issue

1

Related Issue

23262

Issue Date

2013-06-01

Receive Date

2021-03-21

Publish Date

2013-06-01

Page Start

97

Page End

115

Print ISSN

1687-8515

Online ISSN

2682-3578

Article File

ASC_Volume 7_Issue 1_Pages 97-115.pdf

PDF . 2.0MB

Link

https://asc.journals.ekb.eg/article_158160.html

Detail API

https://asc.journals.ekb.eg/service?article_code=158160

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5

Type

Original Article

Type Code

1,549

Publication Type

Journal

Publication Title

Journal of the ACS Advances in Computer Science

Publication Link

https://asc.journals.ekb.eg/

MainTitle

Arabic Sign language Recognition using Radial Signature and Dynamic Time Warping

Details

Type

Article

Created At

23 Jan 2023