Hand gesture recognition with focus on leap motion: An overview, real world challenges and future directions

NM Bhiri, S Ameur, I Alouani, MA Mahjoub… - Expert Systems with …, 2023 - Elsevier
In the recent years, a steady growth of Hand Gesture Recognition (HGR) based applications
has been observed. Thus, significant progress has been made in the field of hand detection …

An integrated real-time hand gesture recognition framework for human–robot interaction in agriculture

V Moysiadis, D Katikaridis, L Benos, P Busato… - Applied Sciences, 2022 - mdpi.com
Incorporating hand gesture recognition in human–robot interaction has the potential to
provide a natural way of communication, thus contributing to a more fluid collaboration …

FORTE: Few samples for recognizing hand gestures with a smartphone-attached radar

S Chioccarello, A Sluÿters, A Testolin… - Proceedings of the …, 2023 - dl.acm.org
Radar sensing technologies offer several advantages over other gesture input modalities,
such as the ability to reliably sense human movements, a reasonable deployment cost …

Gesture spotter: A rapid prototyping tool for key gesture spotting in virtual and augmented reality applications

J Shen, J Dudley, G Mo… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
In this paper we examine the task of key gesture spotting: accurate and timely online
recognition of hand gestures. We specifically seek to address two key challenges faced by …

Oo-dmvmt: A deep multi-view multi-task classification framework for real-time 3d hand gesture classification and segmentation

F Cunico, F Girella, A Avogaro… - Proceedings of the …, 2023 - openaccess.thecvf.com
Continuous mid-air hand gesture recognition based on captured hand pose streams is
fundamental for human-computer interaction, particularly in AR/VR. However, many of the …

Static and Dynamic Hand Gestures: A Review of Techniques of Virtual Reality Manipulation

OM Herbert, D Pérez-Granados, MAO Ruiz… - Sensors, 2024 - mdpi.com
This review explores the historical and current significance of gestures as a universal form of
communication with a focus on hand gestures in virtual reality applications. It highlights the …

Effective 2D Stroke-based Gesture Augmentation for RNNs

M Maslych, EM Taranta, M Aldilati… - Proceedings of the 2023 …, 2023 - dl.acm.org
Recurrent neural networks (RNN) require large training datasets from which they learn new
class models. This limitation prohibits their use in custom gesture applications where only …

Sign language recognition method based on palm definition model and multiple classification

N Amangeldy, S Kudubayeva, A Kassymova… - Sensors, 2022 - mdpi.com
Technologies for pattern recognition are used in various fields. One of the most relevant and
important directions is the use of pattern recognition technology, such as gesture …

SHREC 2022 track on online detection of heterogeneous gestures

M Emporio, A Caputo, A Giachetti, M Cristani… - Computers & …, 2022 - Elsevier
This paper presents the outcomes of a contest organized to evaluate methods for the online
recognition of heterogeneous gestures from sequences of 3D hand poses. The task is the …

An easy Hand Gesture Recognition System for XR-based collaborative purposes

N Capece, G Manfredi, V Macellaro… - … on Metrology for …, 2022 - ieeexplore.ieee.org
In the last few years, collaborative tools have increased dramatically, partly to compensate
for the distance between people due to the pandemic and partly to allow activities (work …