A Deep Neural Framework for Continuous Sign Language Recognition by Iterative Training Survey
Journal Title: International Journal of Trend in Scientific Research and Development - Year 2020, Vol 4, Issue 2
Abstract
Sign Language SL is a medium of communication for physically disabled people. It is a gesture based language for communication of dumb and deaf people. These people communicate by using different actions of hands, where each different action means something. Sign language is the only way of conversation for deaf and dumb people. It is very difficult to understand this language for the common people. Hence sign language recognition has become an important task. There is a necessity for a translator to communicate with the world. Real time translator for sign language provides a medium to communicate with others. Previous methods employs sensor gloves, hat mounted cameras, armband etc. which has wearing difficulties and have noisy behaviour. To alleviate this problem, a real time gesture recognition system using Deep Learning DL is proposed. It enables to achieve improvements on the gesture recognition performance. Jeni Moni | Anju J Prakash ""A Deep Neural Framework for Continuous Sign Language Recognition by Iterative Training: Survey"" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-4 | Issue-2 , February 2020, URL: https://www.ijtsrd.com/papers/ijtsrd30032.pdf Paper Url : https://www.ijtsrd.com/engineering/computer-engineering/30032/a-deep-neural-framework-for-continuous-sign-language-recognition-by-iterative-training-survey/jeni-moni
Authors and Affiliations
Jeni Moni | Anju J Prakash
Keywords
Related Articles
- EP ID EP685970
- DOI -
- Views 132
- Downloads 0
Effect of fertigation on growth,yield and quality of okra (Abelmoschusesculentus L. Moench)
An experiment to know the effect of fertigation on growth, yield and quality of Okra.Var. COBhH 1 was carried out during the year 2011 to 2013 at the Department of Vegetable Crops, Horticultural College and Research Inst...
Hand Written Digit Classification
Image classification is perhaps the most important part of digital image analysis. In this paper, we compare the most widely used model CNN Convolutional Neural Network , and MLP Multilayer Perceptron . We aim to show ho...
Distance Learning Perspective in Turkey and Kırıkkale University A Case Study
In the early days, the distance learning DL process, which started with writing, has become quite common with applications from radio, television, computer and mobile devices until today. At the same time, distance learn...
Impact of Foreign Direct Investments on Domestic Investments in Nigeria
This study examines the impact of foreign direct investments on domestic investments in Nigeria. Specifically, the study seeks to ascertain the effect of foreign direct investment, per capita income, consumption expendit...
A Study on Scenario of Fast Food Industry in India
The traditional economic scenario of Indian society differed from that of today’s situation. Majority of Indian consumers had strong preference towards home cooked food. Unlike that today the modern culture of dining o...