Recognition of static hand gestures of Indian sign language using CNN

S Reshna, A Sajeena, M Jayaraju - AIP Conference Proceedings, 2020 - pubs.aip.org
Sign languages are natural languages used by hearing impaired people which use several
means of expression for communication in day to day life. It relates letters, words, and …

[PDF][PDF] Simulation and analysis of hand gesture recognition for indian sign language using CNN

SK Alaria, A Raj, V Sharma, V Kumar - International Journal on …, 2022 - academia.edu
Sign Language Recognition is a device or program to help deaf and mute people. However,
communication has always been difficult for a person with verbal and physical disabilities …

Vision-based hand gesture recognition for Indian sign language using convolution neural network

J Gangrade, J Bharti - IETE Journal of Research, 2023 - Taylor & Francis
Hearing-impaired people can interact with other people through sign language. The
proposed system tears down the communication barrier between Hard of hearing (HoH) …

[DOC][DOC] CNN based Model for Hand Gesture Recognition and Detection Developed for Specially Disabled People

S Rangdale, P Sarkarkar, S Kadam… - … of Engineering & …, 2024 - researchgate.net
The objective of paper is to study a deep learning strategy for recognizing Indian Sign
Language (ISL) using convolutional neural networks CNN. Sign language recognition has …

Study of vision based hand gesture recognition using Indian sign language

AS Ghotkar, GK Kharate - International journal on smart sensing and …, 2014 - sciendo.com
Human Computer Interaction moves forward in the field of sign language interpretation.
Indian Sign Language (ISL) Interpretation system is a good way to help the Indian hearing …

[HTML][HTML] Enhancing sign language recognition using CNN and SIFT: A case study on Pakistan sign language

S Arooj, S Altaf, S Ahmad, H Mahmoud… - Journal of King Saud …, 2024 - Elsevier
Millions of people who have trouble hearing rely heavily on sign language as their primary
means of communication. As a form of visual language, sign language is primarily used as …

[PDF][PDF] Hand sign recognition using convolutional neural network

K Alok, A Mehra, A Kaushik, A Verma - Int. Res. J. Eng. Technol …, 2020 - academia.edu
Sign Language is a type of communication that relies on hand signs, gestures and
expressions, commonly used in deaf community. But people outside from deaf community …

Live sign language recognition: Using convolution neural networks

A Rathi, S Pasari, S Sheoran - 2022 8th International …, 2022 - ieeexplore.ieee.org
Sign language is an effective way to communicate for the communities with speech and
hearing difficulties. There has been a significant improvement in sign languages in recent …

[PDF][PDF] Vision based hand gesture recognition for Indian sign languages using local binary patterns with support vector machine classifier

K Muthukumar, S Poorani, S Gobhinath - Advances in Natural and …, 2017 - aensiweb.net
Sign Language is a language which uses visually transmitted sign patterns to convey
meaning by simultaneously combining hand shapes, orientation and movement of the …

Review and Trends on Hand Gesture Recognition of Sign Language based on Deep Learning Approaches

SA Gaikwad, D Upasani, V Shete - 2023 2nd International …, 2023 - ieeexplore.ieee.org
Hand gestures are observed as an effective tool for making the interaction in the community
with individuals having intellectual disabilities. It is highly essential for communicating the …