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STUDY OF VISION BASED HAND GESTURE RECOGNITION USING INDIAN SIGN LANGUAGE

机译:基于印度手语的基于视觉的手势识别研究

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Human Computer Interaction moves forward in the field of sign language interpretation. Indian Sign Language (ISL) Interpretation system is a good way to help the Indian hearing impaired people to interact with normal people with the help of computer. As compared to other sign languages, ISL interpretation has got less attention by the researcher. In this paper, some historical background, need, scope and concern of ISL are given. Vision based hand gesture recognition system have been discussed as hand plays vital communication mode. Considering earlier reported work, various techniques available for hand tracking, segmentation, feature extraction and classification are listed. Vision based system have challenges over traditional hardware based approach; by efficient use of computer vision and pattern recognition, it is possible to work on such system which will be natural and accepted, in general.
机译:人机交互在手语解释领域中向前发展。印度手语(ISL)解释系统是通过计算机帮助印度听力障碍人士与正常人互动的好方法。与其他手语相比,ISL解释受到研究者的关注较少。本文介绍了ISL的历史背景,需求,范围和关注点。随着手扮演重要的沟通模式,已经讨论了基于视觉的手势识别系统。考虑到早期报告的工作,列出了可用于手部跟踪,分割,特征提取和分类的各种技术。与传统的基于硬件的方法相比,基于视觉的系统面临挑战。通过有效地利用计算机视觉和模式识别,通常可以在自然而被接受的这种系统上工作。

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