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 …

Artificial intelligence technologies for sign language

I Papastratis, C Chatzikonstantinou, D Konstantinidis… - Sensors, 2021 - mdpi.com
AI technologies can play an important role in breaking down the communication barriers of
deaf or hearing-impaired people with other communities, contributing significantly to their …

Recognition of non-manual content in continuous japanese sign language

H Brock, I Farag, K Nakadai - Sensors, 2020 - mdpi.com
The quality of recognition systems for continuous utterances in signed languages could be
largely advanced within the last years. However, research efforts often do not address …

Learning three-dimensional skeleton data from sign language video

H Brock, F Law, K Nakadai, Y Nagashima - ACM Transactions on …, 2020 - dl.acm.org
Data for sign language research is often difficult and costly to acquire. We therefore present
a novel pipeline able to generate motion three-dimensional (3D) skeleton data from single …

Visual Appearance Features of Sign Language Avatars

M Atasoy, L Şılbır, SF Erümit, E Bahçekapılı… - Kastamonu Education …, 2023 - dergipark.org.tr
Öz Çalışmanın amacı: Üç boyutlu işaret dili avatarları eğitsel ajanlarda olduğu gibi dijital
ortamlarda kullanıcı ile iletişim kurar. Eğitsel ajanlar tasarlanırken hedef grup etkili bir kriter …

Automatic Sign Language Manual Parameter Recognition (II): Comprehensive System Design

M Ghaziasgar, A Bagula, C Thron - Implementations and Applications of …, 2020 - Springer
This chapter presents a comprehensive systems design for a practical video-based system
for automatic recognition of sign language manual parameters. The system consists of two …

[PDF][PDF] Learning Three-dimensional Skeleton Data from Sign Language Video

F LAW, N KAZUHIRO, Y NAGASHIMA - 2020 - academia.edu
The authors thank Michael Gienger and his team at Honda Research Institute Europe for the
support regarding the use of the IK computation and the corresponding robotics library …

Automated determination of expressions for an interactive social agent

JR Kennedy, JF Lehman, K El Haddad… - US Patent …, 2022 - Google Patents
A system providing an interactive social agent can include a computing platform having a
hardware processor and a memory storing a training content standardization software code …