skip to main content
10.1145/3507623.3507633acmotherconferencesArticle/Chapter ViewAbstractPublication PagesciisConference Proceedingsconference-collections
research-article

Veritas: A Sign Language-To-Text Translator Using Machine Learning and Computer Vision

Published: 11 April 2022 Publication History
First page of PDF

References

[1]
Mayberry, Rachel and Squires, Bonita, “Sign Language: Acquisition”. In Keith Brown (ed.), Encyclopedia of Language and Linguistics, Elsevier, 2006.
[2]
Sharynne McLeod and Travis T. Threats, “The ICF-CY and children with communication disabilities”, International Journal of Speech-Language Pathology, 10:1-2, pp. 92-109, 2008.
[3]
Olusanya B. O, Neumann K. J. and Saunders J. E., “The global burden of disabling hearing impairment: a call to action.”, Bull World Health Organ. vol. 9, pp. 367-73, 2014.
[4]
Zare, A. A. and Zahiri, S. H., “Recognition of a real-time signer-independent static Farsi sign language based on fourier coefficients amplitude”, Int. J. Mach. Learn. & Cyber. vol. 9, pp. 727–741, 2018.
[5]
Luxton, David, An Introduction to Artificial Intelligence in Behavioral and Mental Health Care (Ed.), pp. 1-26, Elsevier Academic Press, 2016.
[6]
Nazirkar Reshma Ramchandra, C. Rajabhushanam, “Machine learning algorithms performance evaluation in traffic flow prediction”, Materials Today: Proceedings, 2021.
[7]
Neha Sharma, Reecha Sharma and Neeru Jindal, “Machine learning and deep learning applications - a vision”, Global Transitions Proceedings, vol. 2, pp. 24-28, 2021,
[8]
Qiang Ji, “Computer vision applications”, Eds: Qiang Ji, In Computer Vision and Pattern Recognition, Probabilistic Graphical Models for Computer Vision, pp. 191-297, Elsevier Academic Press, 2020.
[9]
Naranjo-Zeledón L., Peral J., Ferrández A. and Chacón-Rivas M. A., “Systematic mapping of translation-enabling technologies for sign languages”, Electronics, vol. 8, pp. 1047, 2019.
[10]
Sevli, Onur and Kemaloğlu, Nazan, “Turkish Sign Language digits classification with CNN using different optimizers”, International Advanced Researches and Engineering Journal, vol. 4. pp. 200-207, 2020.

Cited By

View all
  • (2023)Transfer Learning Induced Communication Enhancement for People with varied DisabilitiesProceedings of the 5th International Conference on Information Management & Machine Intelligence10.1145/3647444.3647889(1-4)Online publication date: 23-Nov-2023
  • (2022)Front-end deep learning web apps development and deployment: a reviewApplied Intelligence10.1007/s10489-022-04278-653:12(15923-15945)Online publication date: 30-Nov-2022

Index Terms

  1. Veritas: A Sign Language-To-Text Translator Using Machine Learning and Computer Vision
          Index terms have been assigned to the content through auto-classification.

          Recommendations

          Comments

          Information & Contributors

          Information

          Published In

          cover image ACM Other conferences
          CIIS '21: Proceedings of the 2021 4th International Conference on Computational Intelligence and Intelligent Systems
          November 2021
          95 pages
          ISBN:9781450385930
          DOI:10.1145/3507623
          Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

          Publisher

          Association for Computing Machinery

          New York, NY, United States

          Publication History

          Published: 11 April 2022

          Permissions

          Request permissions for this article.

          Check for updates

          Author Tags

          1. Communication
          2. Computer vision
          3. Machine learning
          4. Sign language

          Qualifiers

          • Research-article
          • Research
          • Refereed limited

          Conference

          CIIS 2021

          Contributors

          Other Metrics

          Bibliometrics & Citations

          Bibliometrics

          Article Metrics

          • Downloads (Last 12 months)30
          • Downloads (Last 6 weeks)2
          Reflects downloads up to 16 Feb 2025

          Other Metrics

          Citations

          Cited By

          View all
          • (2023)Transfer Learning Induced Communication Enhancement for People with varied DisabilitiesProceedings of the 5th International Conference on Information Management & Machine Intelligence10.1145/3647444.3647889(1-4)Online publication date: 23-Nov-2023
          • (2022)Front-end deep learning web apps development and deployment: a reviewApplied Intelligence10.1007/s10489-022-04278-653:12(15923-15945)Online publication date: 30-Nov-2022

          View Options

          Login options

          View options

          PDF

          View or Download as a PDF file.

          PDF

          eReader

          View online with eReader.

          eReader

          HTML Format

          View this article in HTML Format.

          HTML Format

          Figures

          Tables

          Media

          Share

          Share

          Share this Publication link

          Share on social media