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A Novel Approach Based on Gesture Recognition through Video Capturing for Sign Language

机译:基于手势捕获视频手势识别的新方法

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Communication is an important life skill which helps us to understand and provides a way to interact with the outside world. Communication language consists of facial expressions, hand gestures, and tone of speech for interpreting the actions and words spoken by a person. Sign language is the only source of communication for deaf and dumb people to communicate with the outside world. But very few normal people can understand the sign language properly. Sign language changes with the change of geographical regions, language and religions. So, almost every country of the world has its own sign language. India also has its sign language which is used by the physically impaired community (Indian Sign Language (ISL)). The work discussed here is a novel approach for recognition of ISL from continuous video captured from the web camera in real life condition.
机译:沟通是一项重要的生活技能,可帮助我们理解并提供与外界互动的方式。交流语言由面部表情,手势和语音语调组成,用于解释人说的动作和单词。手语是聋哑人与外界交流的唯一交流来源。但是很少有人能正确理解手语。手语随着地理区域,语言和宗教的变化而变化。因此,世界上几乎每个国家都有自己的手语。印度也有其肢体语言障碍者使用的手语(印度手语(ISL))。这里讨论的工作是一种从现实生活中从网络摄像机捕获的连续视频中识别ISL的新颖方法。

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