AIMC Topic: Gestures

Clear Filters Showing 21 to 30 of 240 articles

Liquid-Metal-Based Multichannel Strain Sensor for Sign Language Gesture Classification Using Machine Learning.

ACS applied materials & interfaces Jan 7, 2025
Liquid metals are highly conductive like metallic materials and have excellent deformability due to their liquid state, making them rather promising for flexible and stretchable wearable sensors. However, patterning liquid metals on soft substrates h...
Metals Nickel Sign Language Machine Learning Wearable Electronic Devices Gestures Humans
View on PubMed DOI

TCNN-KAN: Optimized CNN by Kolmogorov-Arnold Network and Pruning Techniques for sEMG Gesture Recognition.

IEEE journal of biomedical and health informatics Jan 7, 2025
Surface electromyography (sEMG) is a non-invasive technique that records the electrical signals generated by muscle activity. sEMG signals are widely used in the field of biomedical and health informatics for diagnosing and monitoring neuromuscular d...
Male Gestures Signal Processing, Computer-Assisted Humans Female Electromyography Neural Networks, Computer Young Adult Algorithms Adult
View on PubMed DOI

Seeking a Hierarchical Prototype for Multimodal Gesture Recognition.

IEEE transactions on neural networks and learning systems Jan 7, 2025
Gesture recognition has drawn considerable attention from many researchers owing to its wide range of applications. Although significant progress has been made in this field, previous works always focus on how to distinguish between different gesture...
Algorithms Gestures Pattern Recognition, Automated Humans Neural Networks, Computer
View on PubMed DOI

Haptiknit: Distributed stiffness knitting for wearable haptics.

Science robotics Dec 18, 2024
Haptic devices typically rely on rigid actuators and bulky power supply systems, limiting wearability. Soft materials improve comfort, but careful distribution of stiffness is required to ground actuation forces and enable load transfer to the skin. ...
Wearable Electronic Devices Gestures User-Computer Interface Young Adult Adult Male Vibration Touch Touch Perception Robotics Equipment Design Forearm Textiles Humans Female
View on PubMed DOI

Reproducing the caress gesture with an anthropomorphic robot: a feasibility study.

Bioinspiration & biomimetics Nov 22, 2024
Social robots have been widely used to deliver emotional, cognitive and social support to humans. The exchange of affective gestures, instead, has been explored to a lesser extent, despite phyisical interaction with social robots could provide the sa...
Gestures Robotics Equipment Design Feasibility Studies Biomimetics Manikins Adult Biomechanical Phenomena Male Humans Female Young Adult
View on PubMed DOI

A Multi-Scale CNN for Transfer Learning in sEMG-Based Hand Gesture Recognition for Prosthetic Devices.

Sensors (Basel, Switzerland) Nov 7, 2024
Advancements in neural network approaches have enhanced the effectiveness of surface Electromyography (sEMG)-based hand gesture recognition when measuring muscle activity. However, current deep learning architectures struggle to achieve good generali...
Deep Learning Gestures Hand Electromyography Artificial Limbs Humans Pattern Recognition, Automated Neural Networks, Computer Algorithms
View on PubMed DOI

A Static Sign Language Recognition Method Enhanced with Self-Attention Mechanisms.

Sensors (Basel, Switzerland) Oct 29, 2024
For the current wearable devices in the application of cross-diversified user groups, it is common to face the technical difficulties of static sign language recognition accuracy attenuation, weak anti-noise ability, and insufficient system robustnes...
Wearable Electronic Devices Pattern Recognition, Automated Gestures Sign Language Humans Attention Neural Networks, Computer Algorithms
View on PubMed DOI

RingGesture: A Ring-Based Mid-Air Gesture Typing System Powered by a Deep-Learning Word Prediction Framework.

IEEE transactions on visualization and computer graphics Oct 10, 2024
Text entry is a critical capability for any modern computing experience, with lightweight augmented reality (AR) glasses being no exception. Designed for all-day wearability, a limitation of lightweight AR glass is the restriction to the inclusion of...
Deep Learning Gestures Augmented Reality Computer Graphics Young Adult Adult Male Humans Female
View on PubMed DOI

Hand gesture recognition using sEMG signals with a multi-stream time-varying feature enhancement approach.

Scientific reports Sep 27, 2024
Hand gesture recognition based on sparse multichannel surface electromyography (sEMG) still poses a significant challenge to deployment as a muscle-computer interface. Many researchers have been working to develop an sEMG-based hand gesture recogniti...
Hand Humans Neural Networks, Computer Electromyography Deep Learning Algorithms Pattern Recognition, Automated Gestures Male Signal Processing, Computer-Assisted
View on PubMed DOI

Machine Learning-Based Gesture Recognition Glove: Design and Implementation.

Sensors (Basel, Switzerland) Sep 23, 2024
In the evolving field of human-computer interaction (HCI), gesture recognition has emerged as a critical focus, with smart gloves equipped with sensors playing one of the most important roles. Despite the significance of dynamic gesture recognition, ...
Hand Pattern Recognition, Automated Humans Machine Learning Neural Networks, Computer Gestures User-Computer Interface
View on PubMed DOI
Popular Topics
Recent Journals