Indian sign language recognition system using network deconvolution and spatial transformer network

A Ghorai, U Nandi, C Changdar, T Si, MM Singh… - Neural Computing and …, 2023 - Springer
A sign language recognition system can be applied to reduce a communication gap
between deaf and normal persons. However, the Indian sign language recognition (ISL) …

Intelligent indian sign language recognition systems: A critical review

S Das, SK Biswas, M Chakraborty… - ICT Systems and …, 2022 - Springer
Sign language (SL) is an alternative way of communication for hearing/speech impaired
people. SL varies from country to country. Thus, different SLs came into existence such as …

[PDF][PDF] Hybrid FiST_CNN approach for feature extraction for vision-based indian sign language recognition.

A Tyagi, S Bansal - Int. Arab J. Inf. Technol., 2022 - researchgate.net
Indian Sign Language (ISL) is the commonly used language by the deaf-mute community in
the Indian continent. Effective feature extraction is essential for the automatic recognition of …

Automatic Indian sign language recognition using MediaPipe holistic and LSTM network

G Khartheesvar, M Kumar, AK Yadav… - Multimedia Tools and …, 2023 - Springer
Sign language is a reliable medium of communication that deaf and mute individuals use to
express themselves and connect with society. However, communication between a person …

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 …

Recognition of Indian sign language (ISL) using deep learning model

S Sharma, S Singh - Wireless personal communications, 2022 - Springer
An efficient sign language recognition system (SLRS) can recognize the gestures of sign
language to ease the communication between the signer and non-signer community. In this …

Real-time Indian sign language recognition using Image Fusion

T Kurre, T Katta, SA Burla, N Neelima - International Conference on …, 2023 - Springer
According to a 2018 report by the World Health Organization, nearly 63 million people in
India suffer from partial or complete hearing impairment. They communicate using sign …

Indian Sign Language Recognition through Hybrid ConvNet-LSTM Networks

V Gomathi - EMITTER International Journal of Engineering …, 2021 - emitter.pens.ac.id
Dynamic hand gesture recognition is a challenging task of Human-Computer Interaction
(HCI) and Computer Vision. The potential application areas of gesture recognition include …

Sign language recognition with multi feature fusion and ANN classifier

S Ravi, M Suman, PVV Kishore… - Turkish Journal of …, 2018 - journals.tubitak.gov.tr
Extracting and recognizing complex human movements such as sign language gestures
from video sequences is a challenging task. In this paper this kind of a difficult problem is …

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 …