The week's pick
Reseach Article
Sentence Formation in NLP Engine on the Basis of Indian Sign Language using Hand Gestures
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 116 - Number 17 |
| Year of Publication: 2015 |
| Authors: Sumeet R. Agarwal, Sagarkumar B. Agrawal, Akhtar M. Latif |
10.5120/20428-2757
|
Sumeet R. Agarwal, Sagarkumar B. Agrawal, Akhtar M. Latif . Sentence Formation in NLP Engine on the Basis of Indian Sign Language using Hand Gestures. International Journal of Computer Applications. 116, 17 ( April 2015), 18-22. DOI=10.5120/20428-2757
Abstract
A person who is hearing impaired or mute is not able to compete or work with a normal person because of lack of proper communication between the two. This paper presents the development of an application which will enable a hassle free communication between physically disabled person and normal person. The application is responsible for the conversion of hand gestures into a meaningful sentence which can be read out by a normal person. In this approach, gestures based on Indian sign language are used. The major steps associated with the application are gesture recognition and natural language processing as most important module in the paper proposed. The current work can be used as an interface to communicate with speech impaired and normal person. Thus, it will bridge the gap between speech impaired and normal people by capturing sign processing it recognizing it & presenting output as meaningful sentence.
References
- Syed Atif Mehdi, Yasir Niaz Khan, "Sign Language Recognition Using Sensor Glove", in 9th International Conference on Neural Information Processing Vol. 5,2002.
- Chung-Hsein Wu, IEEE , Yu-Hsein Chiu and Chi Shiang Guo, "Text Generation From Taiwanese Sign Language Using PST-Based Language Model for Augmentative Communication", in Vol 12, No. 4, December 2004.
- Ualsher Tukeyev and Diana Rakhimova, "Augmented Attribute Grammar in Meaning of Natural Language Sentences", SCIS-ISIS 2012, Kobe, Japan, November 20-24, 2012.
- Chandhana Surabhi M, "Natural Language Processing Future", International Conference on Optical imaging sensor and security, Coimbatore, Tamil Nadu, India, July 2-3, 2013.
- Russel A. Kirsch, "Computer Interpretation of English Text and Picture Patterns", IEEE Transactions on Electronic Computers.
- Ananya Choudhury, Anjan Kumar Talukdarand Kandarpa Kumar Sarma, "A Conditional Random Field based Indian Sign Language Recognition System under Complex Background", Fourth International Conference on Communication Systems and Network Technologies, 2014.
- Arti Thorat, Varsha Satpute, Arati Nehe, Tejashri Atre Yogesh R Ngargoje, "Indian Sign Language Recognition System for Deaf People", International Journal of Advanced Research in Computer and Communication Engineering Vol. 3, Issue 3, March 2014.
- P. Subha Rajam, Dr. G. Balakrishnan, "Real Time Indian Sign Language Recognition System to aid Deaf-dumb People" in IEEE Conference, 2011.
- Futane P. R,Dharaskar R. V, "Hasta Mudra: An interpretation of Indian sign hand gestures", 3rd International Conference on Electronics Computer Technology (ICECT), 8-10 April, 2011.
- "Prevention of Deafness", by Dr. Raj Desai,http://www. projectdeafindia. org.
- "5DT Data Glove Ultra", Fifth Dimension Technologies, http://www. 5dt. com/products/pdataglove5u. html.
- "History of Machine Translation", from Wikipedia http://www. wikipedia. org/wiki/History_of_machine_translation.
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