[HTML][HTML] A comparative study of advanced technologies and methods in hand gesture analysis and recognition systems

MM Rahman, A Uzzaman, F Khatun… - Expert Systems with …, 2024 - Elsevier
Hand gesture recognition is progressively becoming a mature technology as a result of
significant investment in human-machine interaction. The requirements of human-machine …

An ultra-low-computation model for understanding sign languages

MK Fallah, M Najafi, S Gorgin, JA Lee - Expert Systems with Applications, 2024 - Elsevier
In artificial intelligence applications, advanced computational models, such as deep
learning, are employed to achieve high accuracy, often requiring the execution of numerous …

[HTML][HTML] Saliency-driven hand gesture recognition incorporating histogram of oriented gradients (hog) and deep learning

F Jafari, A Basu - Sensors, 2023 - mdpi.com
Hand gesture recognition is a vital means of communication to convey information between
humans and machines. We propose a novel model for hand gesture recognition based on …

HaGRIDv2: 1M Images for Static and Dynamic Hand Gesture Recognition

A Nuzhdin, A Nagaev, A Sautin, A Kapitanov… - arxiv preprint arxiv …, 2024 - arxiv.org
This paper proposes the second version of the widespread Hand Gesture Recognition
dataset HaGRID--HaGRIDv2. We cover 15 new gestures with conversation and control …

Continuous Hand Gestures Detection and Recognition in Emergency Human-Robot Interaction Based on the Inertial Measurement Unit

S Wang, T Zhang, Y Li, P Li, H Wu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Robots have become increasingly prevalent in various aspects of daily life. In an increasing
number of scenarios, particularly in social contexts, such as those involving delivery robots …

A low-resolution infrared gesture recognition method combining weak information reconstruction and joint training strategy

L Chen, Q Sun, Z Xu, Y Liao, ZD Chen - Digital Signal Processing, 2025 - Elsevier
In the evolution of non-contact human-computer interactions, the integration of low-
resolution infrared thermal pile sensors has gained prominence, particularly in applications …

A Novel Approach to Frame Reduction in Robust Hand Gesture Recognition

A Balmik, S Sunanda, A Nandy - Physica Scripta, 2025 - iopscience.iop.org
Hand gesture recognition is becoming an increasingly integral part of our daily lives,
enabling seamless communication, enhancing interaction, and revolutionizing multiple …

Former-HGR: Hand Gesture Recognition with Hybrid Feature-Aware Transformer

M Verma, G Gopalani, S Bharara, SK Vipparthi… - Authorea …, 2025 - techrxiv.org
Hand Gesture Recognition (HGR) systems, using cameras and sensors, offer an intuitive
method for human-machine interaction, sparking interest across various applications …