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 112
- Downloads 0
Role of Artificial Intelligence in Transforming Human Resource Management
Authors like Isaac Asimov have for long imagined a future where machines that can govern themselves to help mankind. It was perhaps this imagination by the artists that led science on the path of inventing artificial int...
Revolutionize Withering Process and Technology for World Tea Industry
Withering is the first stage of manufacturing process. The role of Withering is described as the changes that occur in the green leaf from the moment it is plucked from the bush to the time of maceration. As tea manufact...
Load Runner Methodology to Performance Testing
The paper covers the most important part of testing which is essential for testing the performance of application before going 'Live'. In my research and analysis with Microfocus owned tool 'Load Runner', we will discuss...
Study of Myanmar Language Research and Its Impact
This paper presents a study about how much research has been carried out in the field of Myanmar language by the researchers, scholars and academicians in Myanmar and outside Myanmar. Language is a very important factor...
Key-Aggregate Based Vulnerable Data Access Control in Cloud Computing
In the developing technologies in the computers the cloud computing is one the way to provide services through the internet to the users in the efficient manner. Cloud based services not only provide users with convenien...