A survey on the techniques applied to the recognition and conversion of Indian sign language
- سال انتشار: 1400
- محل انتشار: فصلنامه تحقیقات کاربردی در مهندسی صنایع، دوره: 8، شماره: 4
- کد COI اختصاصی: JR_APRIE-8-4_006
- زبان مقاله: انگلیسی
- تعداد مشاهده: 156
نویسندگان
Department of MCA, School of Computer Science and IT, Jain (deemed-to-be) University, Bengaluru, India.
Department of MCA, School of Computer Science and IT, Jain (deemed-to-be) University, Bengaluru, India.
Department of MCA, School of Computer Science and IT, Jain (deemed-to-be) University, Bengaluru, India.
Department of MCA, School of Computer Science and IT, Jain (deemed-to-be) University, Bengaluru, India.
Department of MCA, School of Computer Science and IT, Jain (deemed-to-be) University, Bengaluru, India.
چکیده
The move to standardize Indian Sign Language has created an opportunity for researchers to focus on solving local problems, to increase its reach. In this paper, a survey and assessment of the techniques applied to the recognition and conversion of Indian Sign Language are performed. An overview of the techniques used in sign language recognition for Indian Sign Language is provided to understand the status of research in this field. Following this, a comparison of techniques aimed at rendering a more detailed picture of the research results is presented. The challenges faced by researchers, the limitations of current techniques, and the need for improved research in this area are highlighted. With the intent of spurring more in-depth research, key areas within the approaches and techniques in need of improvement are summarized.کلیدواژه ها
Indian Sign Language, Sign Language Recognition, Gesture recognition, convolutional neural network, Multilayer Perceptron, Neuro-fuzzy systemاطلاعات بیشتر در مورد COI
COI مخفف عبارت CIVILICA Object Identifier به معنی شناسه سیویلیکا برای اسناد است. COI کدی است که مطابق محل انتشار، به مقالات کنفرانسها و ژورنالهای داخل کشور به هنگام نمایه سازی بر روی پایگاه استنادی سیویلیکا اختصاص می یابد.
کد COI به مفهوم کد ملی اسناد نمایه شده در سیویلیکا است و کدی یکتا و ثابت است و به همین دلیل همواره قابلیت استناد و پیگیری دارد.