A survey on sign language literature

Marie Alaghband , Hamid Reza Maghroor , Ivan Garibay
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Abstract

Individuals with hearing impairment encounter various types and levels of difficulties, highlighting the need for more research to provide effective support. One significant difficulty is communication and interaction with others. Given that these individuals employ sign language as their primary mode of communication, there exists a notable information void among those who can hear in comprehending and interpreting sign language. Consequently, to bridge this gap, the field of sign language research has seen significant growth. In this study, we emphasize the importance of sign language recognition and translation and provide a comprehensive review of relevant research conducted in this field. Our examination encompasses multiple perspectives, including sign language recognition, translation, and the availability of datasets. By exploring these aspects, we aim to contribute to the advancement of sign language literature and its practical applications.

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手语文学研究综述
听力障碍患者会遇到不同类型和程度的困难,因此需要更多的研究来提供有效的支持。一个重要的困难是与他人的沟通和互动。由于聋哑人以手语为主要交流方式,聋哑人在理解和解释手语时存在着显著的信息空白。因此,为了弥补这一差距,手语研究领域得到了显著的发展。在本研究中,我们强调了手语识别和翻译的重要性,并对该领域的相关研究进行了全面的综述。我们的研究包含多个角度,包括手语识别、翻译和数据集的可用性。通过对这些方面的探讨,我们旨在为手语文学的发展及其实际应用做出贡献。
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来源期刊
Machine learning with applications
Machine learning with applications Management Science and Operations Research, Artificial Intelligence, Computer Science Applications
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审稿时长
98 days
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