Feature Extraction and Classification of Hand Movements Surface Electromyogram Signals Based on Multi-method Integration
Sign Up to like & getrecommendations! Published in 2018 at "Neural Processing Letters"
DOI: 10.1007/s11063-018-9862-0
Abstract: On the basis of analysing the characteristics of hand movement surface electrocardiogram electromyogram (sEMG) signals, we propose a feature extraction and classification method for hand movement sEMG signals based on a multi-method integration combining the… read more here.
Keywords: hand; classification; semg signals; hand movement ... See more keywords
Surface EMG signal classification using TQWT, Bagging and Boosting for hand movement recognition
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Ambient Intelligence and Humanized Computing"
DOI: 10.1007/s12652-020-01980-6
Abstract: Hands play a significant role in grasping and manipulating different objects. The loss of even a single hand have impact on the human activity. In this regard, a prosthetic hand is an appealing solution for… read more here.
Keywords: bagging boosting; hand; movement recognition; hand movement ... See more keywords
Koreans and Germans: Cultural Differences in Hand Movement Behaviour and Gestural Repertoire
Sign Up to like & getrecommendations! Published in 2018 at "Journal of Intercultural Communication Research"
DOI: 10.1080/17475759.2018.1475296
Abstract: ABSTRACT The present study compares hand movement behaviour and gestural repertoire between the Korean and German participants. Video clips of the hand movement behaviour of participants during description of their appreciation of dance stimuli were… read more here.
Keywords: movement behaviour; behaviour gestural; hand movement; repertoire ... See more keywords
A Feasibility Study of Autism Behavioral Markers in Spontaneous Facial, Visual, and Hand Movement Response Data
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Neural Systems and Rehabilitation Engineering"
DOI: 10.1109/tnsre.2017.2768482
Abstract: Autism spectrum disorder (ASD) is a neurodevelopmental disability with atypical traits in behavioral and physiological responses. These atypical traits in individuals with ASD may be too subtle and subjective to measure visually using tedious methods… read more here.
Keywords: spontaneous facial; hand movement; behavioral markers; hand ... See more keywords
EEG-Based Continuous Hand Movement Decoding Using Improved Center-Out Paradigm
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Neural Systems and Rehabilitation Engineering"
DOI: 10.1109/tnsre.2022.3211276
Abstract: The continuous decoding of human movement intention based on electroencephalogram (EEG) signals is valuable for developing a more natural motor augmented or assistive system instead of its discrete classifications. The classic center-out paradigm has been… read more here.
Keywords: paradigm; hand movement; movement; center paradigm ... See more keywords
Using Non-linear Dynamics of EEG Signals to Classify Primary Hand Movement Intent Under Opposite Hand Movement
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Neurorobotics"
DOI: 10.3389/fnbot.2022.845127
Abstract: Decoding human hand movement from electroencephalograms (EEG) signals is essential for developing an active human augmentation system. Although existing studies have contributed much to decoding single-hand movement direction from EEG signals, decoding primary hand movement… read more here.
Keywords: opposite hand; movement; primary hand; hand movement ... See more keywords
Transfer learning in hand movement intention detection based on surface electromyography signals
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Neuroscience"
DOI: 10.3389/fnins.2022.977328
Abstract: Over the past several years, electromyography (EMG) signals have been used as a natural interface to interact with computers and machines. Recently, deep learning algorithms such as Convolutional Neural Networks (CNNs) have gained interest for… read more here.
Keywords: movement; hand; movement intention; hand movement ... See more keywords
Functional Roles of Saccades for a Hand Movement
Sign Up to like & getrecommendations! Published in 2020 at "Applied Sciences"
DOI: 10.3390/app10093066
Abstract: An eye saccade provides appropriate visual information for motor control. The present study was aimed to reveal the role of saccades in hand movements. Two types of movements, i.e., hitting and circle-drawing movements, were adopted,… read more here.
Keywords: target point; movement; hand movement; saccades hand ... See more keywords
BiomacEMG: A Pareto-Optimized System for Assessing and Recognizing Hand Movement to Track Rehabilitation Progress
Sign Up to like & getrecommendations! Published in 2023 at "Applied Sciences"
DOI: 10.3390/app13095744
Abstract: One of the most difficult components of stroke therapy is regaining hand mobility. This research describes a preliminary approach to robot-assisted hand motion therapy. Our objectives were twofold: First, we used machine learning approaches to… read more here.
Keywords: rehabilitation progress; movement; hand; motion ... See more keywords
Trajectory-based Cognitive Recognition of Dynamic Hand Gestures from Webcam Videos
Sign Up to like & getrecommendations! Published in 2020 at "International journal of engineering research and technology"
DOI: 10.37624/ijert/13.6.2020.1432-1440
Abstract: An online description of the hand and detection of the centroid of a hand movement are critical requirements to trace the dynamic hand gestures. The hand acquires very small area in the image frame, and… read more here.
Keywords: dynamic hand; hand movement; webcam videos; hand ... See more keywords