4.6 Article

Motion Artifacts Correction From EEG and fNIRS Signals Using Novel Multiresolution Analysis

Related references

Note: Only part of the references are listed.
Article Engineering, Electrical & Electronic

Wavelet Domain Optimized Savitzky-Golay Filter for the Removal of Motion Artifacts From EEG Recordings

Pranjali Gajbhiye et al.

Summary: This article proposed a filtering approach for removing motion artifacts from EEG signals and evaluated its performance using various metrics. The results demonstrated that the approach had superior denoising performance compared to other methods.

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT (2021)

Article Computer Science, Information Systems

Multimodal EEG and Keystroke Dynamics Based Biometric System Using Machine Learning Algorithms

Arafat Rahman et al.

Summary: The study introduces a novel multimodal biometric system combining EEG and keystroke dynamics, achieving improved accuracy in identification and authentication while also considering anti-spoofing capability. Through the combination of machine learning algorithms, high accuracy biometric recognition is achieved, along with the development of a fast algorithm based on binary template matching.

IEEE ACCESS (2021)

Article Engineering, Electrical & Electronic

Cross-Subject Emotion Recognition Using Flexible Analytic Wavelet Transform From EEG Signals

Vipin Gupta et al.

IEEE SENSORS JOURNAL (2019)

Article Engineering, Electrical & Electronic

Spectral information of EEG signals with respect to epilepsy classification

Markos G. Tsipouras

EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING (2019)

Article Neurosciences

Simultaneous EEG-fMRI: Evaluating the Effect of the EEG Cap-Cabling Configuration on the Gradient Artifact

Muhammad E. H. Chowdhury et al.

FRONTIERS IN NEUROSCIENCE (2019)

Article Engineering, Electrical & Electronic

Novel Approaches for the Removal of Motion Artifact From EEG Recordings

Pranjali Gajbhiye et al.

IEEE SENSORS JOURNAL (2019)

Article Computer Science, Information Systems

Reference Layer Artefact Subtraction (RLAS): Electromagnetic Simulations

Muhammad E. H. Chowdhury et al.

IEEE ACCESS (2019)

Article Engineering, Biomedical

Use of features from RR-time series and EEG signals for automated classification of sleep stages in deep neural network framework

R. K. Tripathy et al.

BIOCYBERNETICS AND BIOMEDICAL ENGINEERING (2018)

Article Computer Science, Artificial Intelligence

A multi-class EEG-based BCI classification using multivariate empirical mode decomposition based filtering and Riemannian geometry

Pramod Gaur et al.

EXPERT SYSTEMS WITH APPLICATIONS (2018)

Article Engineering, Biomedical

Movement artefact removal from NIRS signal using multi-channel IMU data

Masudur R. Siddiquee et al.

BIOMEDICAL ENGINEERING ONLINE (2018)

Article Engineering, Biomedical

Adaptive filtering of physiological noises in fNIRS data

Hoang-Dung Nguyen et al.

BIOMEDICAL ENGINEERING ONLINE (2018)

Article Chemistry, Multidisciplinary

Effects of the Phantom Shape on the Gradient Artefact of Electroencephalography (EEG) Data in Simultaneous EEG-fMRI

Muhammad E. H. Chowdhury et al.

APPLIED SCIENCES-BASEL (2018)

Article Engineering, Biomedical

Motion artifact removal from single channel electroencephalogram signals using singular spectrum analysis

Ajay Kumar Maddirala et al.

BIOMEDICAL SIGNAL PROCESSING AND CONTROL (2016)

Review Clinical Neurology

Methods for artifact detection and removal from scalp EEG: A review

Md Kafiul Islam et al.

NEUROPHYSIOLOGIE CLINIQUE-CLINICAL NEUROPHYSIOLOGY (2016)

Article Neurosciences

A kurtosis-based wavelet algorithm for motion artifact correction of fNIRS data

Antonio M. Chiarelli et al.

NEUROIMAGE (2015)

Article Neurosciences

Classification of prefrontal and motor cortex signals for three-class fNIRS-BCI

Keum-Shik Hong et al.

NEUROSCIENCE LETTERS (2015)

Review Clinical Neurology

Wavelet-based EEG processing for computer-aided seizure detection and epilepsy diagnosis

Oliver Faust et al.

SEIZURE-EUROPEAN JOURNAL OF EPILEPSY (2015)

Article Biochemical Research Methods

Passive BCI based on drowsiness detection: an fNIRS study

M. Jawad Khan et al.

BIOMEDICAL OPTICS EXPRESS (2015)

Article Engineering, Electrical & Electronic

Variational Mode Decomposition

Konstantin Dragomiretskiy et al.

IEEE TRANSACTIONS ON SIGNAL PROCESSING (2014)

Article Engineering, Biomedical

The Use of Ensemble Empirical Mode Decomposition With Canonical Correlation Analysis as a Novel Artifact Removal Technique

Kevin T. Sweeney et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2013)

Article Biochemical Research Methods

Autoregressive model based algorithm for correcting motion and serially correlated errors in fNIRS

Jeffrey W. Barker et al.

BIOMEDICAL OPTICS EXPRESS (2013)

Article Computer Science, Information Systems

Artifact Removal in Physiological Signals-Practices and Possibilities

Kevin T. Sweeney et al.

IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE (2012)

Article Computer Science, Information Systems

A Methodology for Validating Artifact Removal Techniques for Physiological Signals

Kevin T. Sweeney et al.

IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE (2012)

Article Biophysics

Wavelet-based motion artifact removal for functional near-infrared spectroscopy

Behnam Molavi et al.

PHYSIOLOGICAL MEASUREMENT (2012)

Article Engineering, Biomedical

Combination of Canonical Correlation Analysis and Empirical Mode Decomposition Applied to Denoising the Labor Electrohysterogram

Mahmoud Hassan et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2011)

Article Engineering, Biomedical

Motion Artifact Removal for Functional Near Infrared Spectroscopy: A Comparison of Methods

F. C. Robertson et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2010)

Article Mathematics, Interdisciplinary Applications

ENSEMBLE EMPIRICAL MODE DECOMPOSITION: A NOISE-ASSISTED DATA ANALYSIS METHOD

Zhaohua Wu et al.

ADVANCES IN DATA SCIENCE AND ADAPTIVE ANALYSIS (2009)

Article Engineering, Electrical & Electronic

Hemodynamics for braincomputer interfaces

Fiachra Matthews et al.

IEEE SIGNAL PROCESSING MAGAZINE (2008)

Article Engineering, Biomedical

Control of a humanoid robot by a noninvasive brain-computer interface in humans

Christian J. Bell et al.

JOURNAL OF NEURAL ENGINEERING (2008)

Article Engineering, Biomedical

Canonical correlation analysis applied to remove muscle artifacts from the electroencephalogram

Wim De Clercq et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2006)

Article Engineering, Biomedical

Functional near-infrared spectroscopy - An emerging neuroimaging modality

Scott C. Bunce et al.

IEEE ENGINEERING IN MEDICINE AND BIOLOGY MAGAZINE (2006)

Review Biophysics

Independent component analysis for biomedical signals

CJ James et al.

PHYSIOLOGICAL MEASUREMENT (2005)

Article Multidisciplinary Sciences

Control of a two-dimensional movement signal by a noninvasive brain-computer interface in humans

JR Wolpaw et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2004)

Article Computer Science, Cybernetics

Functional optical brain imaging using near-infrared during cognitive tasks

K Izzetoglu et al.

INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION (2004)

Article Computer Science, Cybernetics

Real-time analysis of EEG indexes of alertness, cognition, and memory acquired with a wireless EEG headset

C Berka et al.

INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION (2004)