Recent advances of deep learning for sign language recognition

L Zheng, B Liang, A Jiang - 2017 International Conference on …, 2017 - ieeexplore.ieee.org
To assist the social interaction of deaf and hearing impaired people, efficient interactive
communication tools is expected. With the growing research interest in action and gesture …

Proximity Sensing Electronic Skin: Principles, Characteristics, and Applications

B Wu, T Jiang, Z Yu, Q Zhou, J Jiao… - Advanced Science, 2024 - Wiley Online Library
The research on proximity sensing electronic skin has garnered significant attention. This
electronic skin technology enables detection without physical contact and holds vast …

Assistive data glove for isolated static postures recognition in american sign language using neural network

MS Amin, STH Rizvi, A Mazzei, L Anselma - Electronics, 2023 - mdpi.com
Sign language recognition is one of the most challenging tasks of today's era. Most of the
researchers working in this domain have focused on different types of implementations for …

Leveraging Machine Learning for Personalized Wearable Biomedical Devices: A Review

A Olyanasab, M Annabestani - Journal of Personalized Medicine, 2024 - mdpi.com
This review investigates the convergence of artificial intelligence (AI) and personalized
health monitoring through wearable devices, classifying them into three distinct categories …

CaptAinGlove: Capacitive and inertial fusion-based glove for real-time on edge hand gesture recognition for drone control

H Bello, S Suh, D Geißler, LSS Ray, B Zhou… - Adjunct Proceedings of …, 2023 - dl.acm.org
We present CaptAinGlove, a textile-based, low-power (≤ 1.15 Watts), privacy-conscious,
real-time on-the-edge (RTE) glove-based solution with a tiny memory footprint (≤ 2MB) …

A novel feature fusion technique for robust hand gesture recognition

Sunanda, A Balmik, A Nandy - Multimedia Tools and Applications, 2024 - Springer
Gesture recognition has emerged as a crucial field of research due to its wide range of
applications, such as human-computer interaction, sign language interpretation, and virtual …

Dynamic hand proprioception via a wearable glove with fabric sensors

L Behnke, L Sanchez-Botero… - 2023 IEEE/RSJ …, 2023 - ieeexplore.ieee.org
Continuous enhancement in wearable technologies has led to several innovations in the
healthcare, virtual reality, and robotics sectors. One form of wearable technology is wear …

A multi-functional electronic glove for multidimensional environmental perception and gesture recognition

W Gao, J Yao, X Yue, H Yu - Sensors and Actuators A: Physical, 2024 - Elsevier
In recent years, wearable electronic gloves with rich sensing functions have garnered
widespread attention. Researchers are exploring various aspects of wearable devices …

Wide range bimodal tensile/compressive sensor based on composite foam

W Gao, J Yao, X Chen - IEEE Transactions on Instrumentation …, 2024 - ieeexplore.ieee.org
Limited by the range and sensitivity of sensors, monitoring multifunctional signals during
human movement with a single sensor remains a major challenge. Here, we developed a …

A sensing data and deep learning-based sign language recognition approach

W Hao, C Hou, Z Zhang, X Zhai, L Wang… - Computers and Electrical …, 2024 - Elsevier
Correct sign language recognition helps deaf people communicate normally with hearing
people. However, existing sign language recognition techniques have low recognition …