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Title: :  Sign Lanaguage Decipherer by Hand Behavior Image Acquistion using Leapmotion Controller
PaperId: :  4085
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 3 Issue 2 2017
DUI:    16.0415/IJARIIE-4085
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Saritha. SNandha College of Technology
Dhepak.SNandha College of Technology
Geetha Bharathi.S.BNandha College of Technology

Abstract

Electronics Engineering
Sign Language, Decipherer, Leapmotion Controller
A sign language decipherer which recognize the hand behavior through the leapmotion controller by acquiring the behavior data by using the feature extraction. Proposed system used Artificial Neural Network (ANN) algorithm with Back Propagation (BP) algorithm to construct a classification model which takes feature as input. In this system, the input hand behavior is performed by verbally challenged persons and is then converted into natural audio. The various set of the hand behaviors can be converted into complete sentence and grammatically corrected using NLTK Library of python. In the next step mapping is done with the pre-recorded audio file which is stored in MP3 module and then the audio output which comprised of natural sentence is interpreted through Galileo board and the sequence of sentence is received as audio output.

Citations

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IJARIIE Saritha. S, Dhepak.S, and Geetha Bharathi.S.B. "Sign Lanaguage Decipherer by Hand Behavior Image Acquistion using Leapmotion Controller" International Journal Of Advance Research And Innovative Ideas In Education Volume 3 Issue 2 2017 Page 507-512
MLA Saritha. S, Dhepak.S, and Geetha Bharathi.S.B. "Sign Lanaguage Decipherer by Hand Behavior Image Acquistion using Leapmotion Controller." International Journal Of Advance Research And Innovative Ideas In Education 3.2(2017) : 507-512.
APA Saritha. S, Dhepak.S, & Geetha Bharathi.S.B. (2017). Sign Lanaguage Decipherer by Hand Behavior Image Acquistion using Leapmotion Controller. International Journal Of Advance Research And Innovative Ideas In Education, 3(2), 507-512.
Chicago Saritha. S, Dhepak.S, and Geetha Bharathi.S.B. "Sign Lanaguage Decipherer by Hand Behavior Image Acquistion using Leapmotion Controller." International Journal Of Advance Research And Innovative Ideas In Education 3, no. 2 (2017) : 507-512.
Oxford Saritha. S, Dhepak.S, and Geetha Bharathi.S.B. 'Sign Lanaguage Decipherer by Hand Behavior Image Acquistion using Leapmotion Controller', International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 2, 2017, p. 507-512. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Sign_Lanaguage_Decipherer_by_Hand_Behavior_Image_Acquistion_using_Leapmotion_Controller_ijariie4085.pdf (Accessed : 22 September 2017).
Harvard Saritha. S, Dhepak.S, and Geetha Bharathi.S.B. (2017) 'Sign Lanaguage Decipherer by Hand Behavior Image Acquistion using Leapmotion Controller', International Journal Of Advance Research And Innovative Ideas In Education, 3(2), pp. 507-512IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Sign_Lanaguage_Decipherer_by_Hand_Behavior_Image_Acquistion_using_Leapmotion_Controller_ijariie4085.pdf (Accessed : 22 September 2017)
IEEE Saritha. S, Dhepak.S, and Geetha Bharathi.S.B, "Sign Lanaguage Decipherer by Hand Behavior Image Acquistion using Leapmotion Controller," International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 2, pp. 507-512, Mar-App 2017. [Online]. Available: http://ijariie.com/AdminUploadPdf/Sign_Lanaguage_Decipherer_by_Hand_Behavior_Image_Acquistion_using_Leapmotion_Controller_ijariie4085.pdf [Accessed : 22 September 2017].
Turabian Saritha. S, Dhepak.S, and Geetha Bharathi.S.B. "Sign Lanaguage Decipherer by Hand Behavior Image Acquistion using Leapmotion Controller." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 3 number 2 (22 September 2017).
Vancouver Saritha. S, Dhepak.S, and Geetha Bharathi.S.B. Sign Lanaguage Decipherer by Hand Behavior Image Acquistion using Leapmotion Controller. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2017 [Cited : 22 September 2017]; 3(2) : 507-512. Available from: http://ijariie.com/AdminUploadPdf/Sign_Lanaguage_Decipherer_by_Hand_Behavior_Image_Acquistion_using_Leapmotion_Controller_ijariie4085.pdf
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