[HTML][HTML] Deepsign: Sign language detection and recognition using deep learning

D Kothadiya, C Bhatt, K Sapariya, K Patel… - Electronics, 2022 - mdpi.com
The predominant means of communication is speech; however, there are persons whose
speaking or hearing abilities are impaired. Communication presents a significant barrier for …

Helping hearing-impaired in emergency situations: A deep learning-based approach

QM Areeb, M Nadeem, R Alroobaea, F Anwer - IEEE Access, 2022 - ieeexplore.ieee.org
Hearing-impaired people use sign language to express their thoughts and emotions and
reinforce information delivered in daily conversations. Though they make a significant …

Indian Sign Language Recognition System for Dynamic Signs

A Singh, A Wadhawan, M Rakhra… - … (Trends and Future …, 2022 - ieeexplore.ieee.org
Sign language is a means of communication utilising manual gestures (movement of hands
and wrists) and non-manual gestures (expressions of face and body language). There are …

[HTML][HTML] Survey on sign language recognition in context of vision-based and deep learning

S Subburaj, S Murugavalli - Measurement: Sensors, 2022 - Elsevier
Every day we see many people with disabilities like the deaf, the dumb and the blind, etc.
Sign language is one of the communication tools for the hard-of-hearing people community …

Benchmarking deep neural network approaches for Indian Sign Language recognition

A Sharma, N Sharma, Y Saxena, A Singh… - Neural Computing and …, 2021 - Springer
Sign language is the language of the deaf and mute. However, this particular population of
the world is unfortunately overlooked as the majority of the hearing population does not …

[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 …

[PDF][PDF] Sign language recognition system using convolutional neural network and computer vision

RSL Murali, LD Ramayya, VA Santosh - 2020 - ijeiat.com
Conversing to a person with hearing disability is always a major challenge. Sign language
has indelibly become the ultimate panacea and is a very powerful tool for individuals with …

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 …

[HTML][HTML] A vision-based deep learning approach for independent-users Arabic sign language interpretation

MM Balaha, S El-Kady, HM Balaha, M Salama… - Multimedia Tools and …, 2023 - Springer
More than 5% of the people around the world are deaf and have severe difficulties in
communicating with normal people according to the World Health Organization (WHO). They …

Arabic sign language recognition and generating Arabic speech using convolutional neural network

MM Kamruzzaman - Wireless Communications and Mobile …, 2020 - Wiley Online Library
Sign language encompasses the movement of the arms and hands as a means of
communication for people with hearing disabilities. An automated sign recognition system …