Accurate Heart Rate Estimation from Camera Recording via MUSIC Algorithm

Fouladi, Seyyed Hamed ;   Balasingham, Ilangko ;   Ramstad, Tor ;   Kansanen, Kimmo

Tags Independent component analysis

In this paper, we propose an algorithm to extract heart rate frequency from video camera using the Multiple SIgnal Classification (MUSIC)...

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Benefits of ICA in the Case of a Few Channel EEG

Rejer, Izabela ;   Górski, Pawe?

Tags Independent component analysisBlind source separationGenetic algorithms in signal pattern classification

Independent Component Analysis (ICA) is often used at the signal preprocessing stage in EEG analysis for its ability to filter out artifacts...

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Clusters of Mu Rhythm from EEG Data: A Comparative Study between 61 and 19 Channel Datasets

Tacchino, Giulia ;   Bianchi, Anna Maria

Tags Independent component analysisTime-frequency analysis of biosignalsSignal processing in physiological systems

The EEG mu rhythm is a sensorimotor oscillation which is desynchronized by voluntary movement execution. Independent Component Analysis (ICA)...

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Comparison between Different Similarity Measure Functions for Optimal Clustering AEPs Independent Components

Castaneda-Villa, Norma ;   Cornejo-Cruz, Juan Manuel ;   Granados Trejo, María del Pilar

Tags Independent component analysisBlind source separationBiomedical signal classification

A critical part of applying Independent Component Analysis (ICA) to any neurophysiological data is the selection of relevant independent...

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Neurophysiological Correlates in Mild Cognitive Impairment Detected using Group Independent Component Analysis

Ochoa, John Fredy ;   Ruiz Vélez, Leidy Mariana ;   Valle Lopera, Diego Andrés ;   Duque-Grajales, Jon ;   Tobon, Carlos Andrés ;   Alonso, Joan Francesc ;   Hernandez, Alher Mauricio ;   Mañanas, Miquel Angel

Tags Independent component analysisTime-frequency analysis of biosignals

Alzheimer’s disease is the most prevalent cause of dementia. Mild Cognitive Impairment (MCI) is defined as a grey area between intact cognitive...

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Non-Parametric Group-Level Statistics for Source-Resolved ERP Analysis

Lee, Clement ;   Miyakoshi, Makoto ;   Delorme, Arnaud ;   Cauwenberghs, Gert ;   Makeig, Scott

Tags Independent component analysisBlind source separationData mining in biosignals

We have developed a new statistical framework for group-level event-related potential (ERP) analysis in EEGLAB. The framework calculates the...

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