Nafath Category: Nafath 27

The Development of AI-Powered Automatic Video Sign Language Translation Systems

Assoc. Prof. Ozer Celik, Ahmet Avcioglu

Research article Online Open access | Available online on: 04 December, 2024 | Last update: 04 December, 2024

December 4, 2024

- People who are deaf or hard of hearing often face challenges in fully understanding written subtitles in videos due to the differences between sign language and spoken language, each having unique grammar and structures. While many social media platforms provide...

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Translate Arabic Text to Arabic Gloss for Sign Language

Doaa Alghamdi, Mansour Alsulaiman, Yousef Alohali, Mohamed A. Bencherif, Mohammed Algabri and Mohamed A. Mekhtiche

Research article Online Open access | Available online on: 04 December, 2024 | Last update: 04 December, 2024

December 4, 2024

- Arabic Sign Language (ArSL) is a language used by the deaf community across Arab countries, but the lack of familiarity with ArSL among the hearing population often leads to social isolation for deaf individuals. The structural differences between ArSL and...

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Few-shot Learning for Sign Language Recognition with Embedding Propagation

Amjad Alsulami, Khawlah Bajbaa, Hamzah Luqman, Issam Laradji

Research article Online Open access | Available online on: 04 December, 2024 | Last update: 04 December, 2024

December 4, 2024

- Sign language is a primary channel for the deaf and hard-hearing to communicate. Sign language consists of many signs with different variations in hand shapes, motion patterns, and positioning of hands, faces, and body parts. This makes sign language recognition...

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Automatic Gesture-Based Arabic Sign Language Recognition: A Federated Learning Approach

Ahmad Alzu’bi1, Tawfik Al-Hadhrami, Amjad Albashayreh, Lojin Bani Younis

Research article Online Open access | Available online on: 04 December, 2024 | Last update: 04 December, 2024

December 4, 2024

- Featuring machine learning algorithms for recognizing hand gesture patterns adjusted for individuals with disabilities is an expanding trend in assisted living. This paper addresses the challenge of interpreting the semantics of image-based hand gestures by...

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Tunisian Sign Language Recognition System of Static Two-Handed Asymmetrical Signs using Deep Transfer Learning

Emna DAKNOU, Haithem HERMESSI, Nabil TABBANE

Research article Online Open access | Available online on: 04 December, 2024 | Last update: 04 December, 2024

December 4, 2024

- Deaf and Hard of Hearing people use Sign Languages in the interaction among themselves and among hearing people. The automatic recognition of Static Two-Handed Asymmetrical signs is a hard operation, since it involves the implementation of complex processing...

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Application of AI in Turkish Sign Language Translation: A Case Study of its Use and Purpose

Assoc. Prof. Ozer Celik, Pinar Reza

Research article Online Open access | Available online on: 04 December, 2024 | Last update: 04 December, 2024

December 4, 2024

- In Turkey, around 3 million people have hearing impairments, and the shift to digital platforms during the pandemic has worsened accessibility challenges as websites and apps often ignore their needs. Research shows that 50% of hearing-impaired individuals...

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