A Comprehensive Study on Sign Language Recognition for Deaf and Dumb people

G. K. Vaidhya, C. A. S. Deiva Preetha
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Abstract

There are roughly 72 million ‘hard of hearing’ individuals all over the planet, and more than 80% of them live in developing countries, as indicated in a review by the World Federation for the Deaf. Their lives are hindered by hearing distortions which bar them from showing full interest in the public besides taking pleasure in enjoying identical privileges. Motion based communication is common for the people with hearing and speaking impairments. Communication through signs is a successful choice rather than talking, where the former is replaced by hand flags. One solution to this problem is to study text comprehension tasks for hearing impaired localities using Sign Language Recognition. Gesture-based communication is the most significant and centered approach of communication for deaf and dumb individuals. This paper gives a concise review of different examination works conducted thus far in this field.
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聋哑人手语识别的综合研究
据世界聋人联合会(World Federation for the Deaf)的一份报告显示,全球大约有7200万“重听”人士,其中80%以上生活在发展中国家。他们的生活受到听力扭曲的阻碍,这使他们除了享受同样的特权外,无法对公众表现出充分的兴趣。对于有听力和语言障碍的人来说,基于动作的交流是很常见的。通过手势交流是一种成功的选择,而不是说话,后者被手旗取代。解决这一问题的一种方法是使用手语识别来研究听力受损地区的文本理解任务。手势交际是聋哑人最重要、最核心的交际方式。本文简要回顾了迄今为止在这一领域进行的不同的考试工作。
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