[HTML][HTML] DeepASLR: A CNN based human computer interface for American Sign Language recognition for hearing-impaired individuals

A Kasapbaşi, AEA Elbushra, ALH Omar… - Computer methods and …, 2022 - Elsevier
Background Sign language is an essential means of communication for hearing-impaired
individuals. Objective We aimed to develop an American sign language recognition dataset …

[Retracted] Hypertuned Deep Convolutional Neural Network for Sign Language Recognition

A Mannan, A Abbasi, AR Javed… - Computational …, 2022 - Wiley Online Library
Sign language plays a pivotal role in the lives of impaired people having speaking and
hearing disabilities. They can convey messages using hand gesture movements. American …

[HTML][HTML] American sign language recognition using leap motion controller with machine learning approach

TW Chong, BG Lee - Sensors, 2018 - mdpi.com
Sign language is intentionally designed to allow deaf and dumb communities to convey
messages and to connect with society. Unfortunately, learning and practicing sign language …

Study of convolutional neural network in recognizing static American sign language

LY Bin, GY Huann, LK Yun - 2019 IEEE international …, 2019 - ieeexplore.ieee.org
Sign language is a form of communication language to connect a deaf-mute person to the
world. It involves the uses of hand gestures and body movement in order to express an idea …

Egyptian sign language recognition using cnn and lstm

A Elhagry, RG Elrayes - arXiv preprint arXiv:2107.13647, 2021 - arxiv.org
Sign language is a set of gestures that deaf people use to communicate. Unfortunately,
normal people don't understand it, which creates a communication gap that needs to be …

ASL-3DCNN: American sign language recognition technique using 3-D convolutional neural networks

S Sharma, K Kumar - Multimedia Tools and Applications, 2021 - Springer
The communication between a person from the impaired community with a person who does
not understand sign language could be a tedious task. Sign language is the art of conveying …

Signet: A deep learning based indian sign language recognition system

CJ Sruthi, A Lijiya - 2019 International conference on …, 2019 - ieeexplore.ieee.org
Sign language is the primary mode of communication between hearing and vocally impaired
population. The government of India has enacted the Rights of Persons with Disabilities Act …

[HTML][HTML] Sign language identification and recognition: A comparative study

A Sultan, W Makram, M Kayed, AA Ali - Open Computer Science, 2022 - degruyter.com
Sign Language (SL) is the main language for handicapped and disabled people. Each
country has its own SL that is different from other countries. Each sign in a language is …

Deep learning for sign language recognition: Current techniques, benchmarks, and open issues

M Al-Qurishi, T Khalid, R Souissi - IEEE Access, 2021 - ieeexplore.ieee.org
People with hearing impairments are found worldwide; therefore, the development of
effective local level sign language recognition (SLR) tools is essential. We conducted a …

A deep sign language recognition system for Indian sign language

S Das, SK Biswas, B Purkayastha - Neural Computing and Applications, 2023 - Springer
Deaf people face major challenges during communication with normal people. Employing a
human interpreter (a person who converts Sign language (SL) into a language that the …