Real-time Sign Language Translation using Computer Vision and Machine Learning

VS Attili, A Kottapalli, A Aithal… - … on Cognitive Robotics …, 2024 - ieeexplore.ieee.org
Indian Sign Language is a visual-gestural mode of communication used by the deaf
community in India. It serves as a means of communication by utilizing various gestures, eye …

[PDF][PDF] Optimised Machine Learning-based Translation of Indian Sign Language to Text.

S Sabharwal, P Singla - International Journal of Intelligent Engineering & …, 2023 - inass.org
Sign language translation through deep learning is a popular topic among researchers
nowadays. It opens the doors of communication for deaf and mute people by translating sign …

[PDF][PDF] Indian Sign Language Translator Using Residual Network and Computer Vision

S Gindi, A Bhatkar, SH Haider, R Ansari - 2020 - academia.edu
Sign Language communication consists of movements of fingers and hands, which may be
affected by noise such as lighting effects. Sign Language is used by the hearing and speech …

Sign Language to Text Translation with Computer Vision: Bridging the Communication Gap

SX Thong, EL Tan, CP Goh - 2024 3rd International …, 2024 - ieeexplore.ieee.org
This research paper addresses the communication barriers faced by individuals using sign
language and those without hearing difficulties. With limited adoption of sign language and …

[PDF][PDF] Word Level Sign Language Translation using Deep Learning.

V Pathrikar, T Podutwar, A Siddannavar… - Journal of Engineering …, 2023 - jestr.org
Sign language is an interactive language through which deaf-mute people can
communicate with ordinary people. There are two ways to translate sign language: contact …

A survey paper on emerging techniques used to translate audio or text to sign language

KK Bonthu, C Nisarga, M Padmini… - … on Advances in …, 2023 - ieeexplore.ieee.org
Sign language is a form of communication that uses gestures through hand, arm movements
and body postures in three dimensions. It is primarily used by hearing or speech impaired …

American and Indian Sign Language Translation using Convolutional Neural Networks

A Rustagi, N Singh - 2021 8th International Conference on …, 2021 - ieeexplore.ieee.org
Sign language is used by the hearing impaired people for the purpose of communication on
daily basis. It is an optical language where hand gestures are used to communicate instead …

[PDF][PDF] Intelligent human sign language translation using support vector machines classifier

PK Prasad, AP Shibu - IJRAR-International Journal of Research and …, 2018 - ijrar.org
Sign is a visual language that uses hand shapes, facial expression, gestures and body
language. For many with a profound to severe hearing loss, sign language provides vital …

Iraqi sign language translator system using deep learning

SM Kadhem - Al-Salam Journal for Engineering and …, 2023 - journal.alsalam.edu.iq
The deaf and mute use sign language by moving their hands, faces, and bodies to talk to
each other or normal people. Sign language is non-verbal communication, which is the …

Conversion of Sign Language to Text Using Machine Learning

A Bhagwat, P Gupta, N Kadam - Emerging Research in Computing …, 2022 - Springer
Hand motion detection is a critical step in the automatic translation of sign language, which
allows deaf people to communicate. In the related discipline of Sign Language, a …