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Title: :  SIGN LANGUAGE DETECTION
PaperId: :  24333
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 3 2024
DUI:    16.0415/IJARIIE-24333
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
S.Ajay Shivam Adhiyamaan college of engineering
Dr.v.SathyaAdhiyamaan college of engineering

Abstract

Computer Engineering
American Sign Language (ASL), Depth images, Convelutional Neural Networks (CNNs), Gesture recognition, Kinect camera, Dataset creation, Assistive technology
Sign Language is a language which allows mute people to communicate. The easeof communication offered by this language however, disappears when one of the interlocutors, who may or not be mate, does not know Sign Language and a conversation starts using that language. In this document, I discuss research offerts that resulted in asystem that takes advantage of Convolutional Neural Netwerles to recognize hand letter and number gestures from American Sign Language based on depth images captured by the Kinect camera. As a byproduct of these research efforts, I created a new dataset which consists of depth images of American Sign Language letters and numbers, I conducted an empirical assessment and I compared the presented method for image recognition against a similar dataset but for Vietnamese Sign Language. Finally, I present how this work supports my ideas for the future work on a complete system for Sign Language transcription.

Citations

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IJARIIE S.Ajay Shivam , and Dr.v.Sathya. "SIGN LANGUAGE DETECTION" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 3 2024 Page 5521-5524
MLA S.Ajay Shivam , and Dr.v.Sathya. "SIGN LANGUAGE DETECTION." International Journal Of Advance Research And Innovative Ideas In Education 10.3(2024) : 5521-5524.
APA S.Ajay Shivam , & Dr.v.Sathya. (2024). SIGN LANGUAGE DETECTION. International Journal Of Advance Research And Innovative Ideas In Education, 10(3), 5521-5524.
Chicago S.Ajay Shivam , and Dr.v.Sathya. "SIGN LANGUAGE DETECTION." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 3 (2024) : 5521-5524.
Oxford S.Ajay Shivam , and Dr.v.Sathya. 'SIGN LANGUAGE DETECTION', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 3, 2024, p. 5521-5524. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/SIGN_LANGUAGE_DETECTION_ijariie24333.pdf (Accessed : ).
Harvard S.Ajay Shivam , and Dr.v.Sathya. (2024) 'SIGN LANGUAGE DETECTION', International Journal Of Advance Research And Innovative Ideas In Education, 10(3), pp. 5521-5524IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/SIGN_LANGUAGE_DETECTION_ijariie24333.pdf (Accessed : )
IEEE S.Ajay Shivam , and Dr.v.Sathya, "SIGN LANGUAGE DETECTION," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 3, pp. 5521-5524, May-Jun 2024. [Online]. Available: https://ijariie.com/AdminUploadPdf/SIGN_LANGUAGE_DETECTION_ijariie24333.pdf [Accessed : ].
Turabian S.Ajay Shivam , and Dr.v.Sathya. "SIGN LANGUAGE DETECTION." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 3 ().
Vancouver S.Ajay Shivam , and Dr.v.Sathya. SIGN LANGUAGE DETECTION. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : ]; 10(3) : 5521-5524. Available from: https://ijariie.com/AdminUploadPdf/SIGN_LANGUAGE_DETECTION_ijariie24333.pdf
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