Human‐Computer Interaction with Hand Gesture Recognition Using ResNet and MobileNet

A Alnuaim, M Zakariah, WA Hatamleh… - Computational …, 2022 - Wiley Online Library
Sign language is the native language of deaf people, which they use in their daily life, and it
facilitates the communication process between deaf people. The problem faced by deaf …

Image-recognition-based system for precise hand function evaluation

X Huang, X Chen, X Shang, S Zhang, J Jin, S Li… - Displays, 2023 - Elsevier
Hand dysfunction caused by hand injuries, strokes, or other neurological degenerative
diseases such as cervical spondylosis is being increasingly reported. Currently, hand …

Feasibility of Wrist-Worn, Cancelable, Real-Time Biometric Authentication via HD-sEMG and Dynamic Gestures

H Qiu, Y Chen, Z Chen, C Yang, S Wu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In recent years, high-density surface electromyography (HD-sEMG) has been applied for
cancelable authentication of wearable devices used in healthcare applications. However …

Controlling Media Player with Hands: A Transformer Approach and a Quality of Experience Assessment

A Floris, S Porcu, L Atzori - ACM Transactions on Multimedia Computing …, 2024 - dl.acm.org
In this article, we propose a Hand Gesture Recognition (HGR) system based on a novel
deep transformer (DT) neural network for media player control. The extracted hand skeleton …

Sports game teaching and high precision sports training system based on virtual reality technology

Y Pan - Entertainment Computing, 2024 - Elsevier
Sports can combine virtual reality technology with high-precision training to enhance the
training effectiveness of users. In view of the current problems of insufficient physical quality …

VRGestures: Controller and Hand Gesture Datasets for Virtual Reality

G Papadopoulos, A Doumanoglou… - Computer Graphics …, 2023 - Springer
Gesture Recognition is attracting increasingly more attention over the years and has been
adopted in main applications in the real world and the Virtual one. New generation Virtual …

[PDF][PDF] Рекуррентная нейронная сеть для распознавания жестов русского языка с учетом языкового диалекта Сибирского региона

ВА Жуковская, АВ Пятаева - Графикон-конференции по …, 2022 - graphicon.ru
Аннотация Распознавание жестов является важной задачей, в частности для общения
глухого и слабослышащего населения с людьми, не владеющими жестовым языком …

[PDF][PDF] Skeleton-based Self-Supervised Feature Extraction for Improved Dynamic Hand Gesture Recognition

O Ikne, B Allaert, H Wannous - … on Automatic Face …, 2024 - imt-nord-europe.hal.science
Human-computer interaction has become an essential part of our lives, especially with the
particularly with the rise of digital environments. Nevertheless, the challenge persists …

Spatio-Temporal Sparse Graph Convolution Network for Hand Gesture Recognition

O Ikne, R Slama, H Saoudi, H Wannous - The 18th IEEE International …, 2024 - hal.science
Unlike whole-body action recognition, hand gestures involve spatially closely distributed
joints, promoting stronger collaboration. This needs to be taken into account in order to …

Enhance the AI Virtual System Accuracy with Novel Hand Gesture Recognition Algorithm Comparing to Convolutional Neural Network

S Sadiq, S Saraswathi - E3S Web of Conferences, 2024 - e3s-conferences.org
The objective of this study is to enhance the precision of AI virtual systems by implementing
Novel Hand Gesture Recognition techniques in comparison to Convolutional Neural …