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 …

Smart healthcare hand gesture recognition using CNN-based detector and deep belief network

M Alonazi, H Ansar, N Al Mudawi, SS Alotaibi… - IEEE …, 2023 - ieeexplore.ieee.org
Gesture recognition in dynamic images is challenging in computer vision, automation and
medical field. Hand gesture tracking and recognition between both human and computer …

Classification of activities of daily living based on grasp dynamics obtained from a leap motion controller

H Sharif, A Eslaminia, P Chembrammel, T Kesavadas - Sensors, 2022 - mdpi.com
Stroke is one of the leading causes of mortality and disability worldwide. Several evaluation
methods have been used to assess the effects of stroke on the performance of activities of …

Advances in the development and application of non-contact intraoperative image access systems

Z Liu, C Li, J Lin, H Xu, Y Xu, H Nan, W Cheng… - BioMedical Engineering …, 2024 - Springer
This article provides an overview of recent progress in the achievement of non-contact
intraoperative image control through the use of vision and sensor technologies in operating …

A deep learning framework for surgery action detection

P Selvam - Deep learning in personalized healthcare and decision …, 2023 - Elsevier
Automatic surgical action detection in the operating room (OR) is a fundamental technique
for developing next-generation intelligent surgical equipment and operational …

Hand gesture to control virtual keyboard using neural network

A Anandika, MI Rusydi, PP Utami… - JITCE (Journal of …, 2023 - jitce.fti.unand.ac.id
Disability is one of a person's physical and mental conditions that can inhibit normal daily
activities. One of the disabilities that can be found in disability is speech without fingers …

2MLMD: Multi-modal Leap Motion Dataset for Home Automation Hand Gesture Recognition Systems

NM Bhiri, S Ameur, I Jegham, I Alouani… - Arabian Journal for …, 2024 - Springer
In the field of multi-modal hand gesture recognition (HGR) systems, the scarcity of
comprehensive datasets poses a significant limitation to the development and evaluation of …

Fisher-hht: A feature extraction approach for hand gesture recognition with a leap motion controller

NM Bhiri, S Ameur, I Jegham… - … for Signal and …, 2022 - ieeexplore.ieee.org
In the last decades, Hand Gesture Recognition (HGR) has become one of the most
prominent research topics, due to its wide range of applications in computer vision. Various …

A taxonomy of freehand grasping patterns in virtual reality

AD Blaga - 2023 - open-access.bcu.ac.uk
Grasping is the most natural and primary interaction paradigm people perform every day,
which allows us to pick up and manipulate objects around us such as drinking a cup of …

Using Mid-Air Haptics to Guide Mid-Air Interactions

T Neate, SA Maffra, W Frier, Z You, S Wilson - IFIP Conference on Human …, 2023 - Springer
When users interact with mid-air gesture-based interfaces, it is not always clear what
interactions are available, or how they might be executed. Mid-air interfaces offer no tactile …