Search Results - "Haritopoulos, Michel"

Image denoising using self-organizing map-based nonlinear independent component analysis by Haritopoulos, Michel, Yin, Hujun, Allinson, Nigel M.

“…This paper proposes the use of self-organizing maps (SOMs) to the blind source separation (BSS) problem for nonlinearly mixed signals corrupted with…”
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Decomposition of Multi-Channel Intramuscular EMG Signals by Cyclostationary-Based Blind Source Separation by Roussel, Julien, Ravier, Philippe, Haritopoulos, Michel, Farina, Dario, Buttelli, Olivier

“…We propose a novel decomposition method for electromyographic signals based on blind source separation. Using the cyclostationary properties of motor unit…”
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Fetal heart rate feature extraction from cardiotocographic recordings through autoregressive model's power spectral- and pole-based analysis by Illanes, Alfredo, Haritopoulos, Michel

“…The main objective of this work is to perform an autoregressive model (AR)-based power spectral analysis of the fetal heart rate (FHR) signal for the…”
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A new cyclostationarity-based blind approach for motor unit's firing rate automated detection in electromyographic signals by Roussel, Julien, Haritopoulos, Michel, Ravier, Philippe, Buttelli, Olivier

“…This work focuses on electromyographic (EMG) signal processing. We propose a new blind approach that aims at detecting the firing rates of the activated motor…”
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Novel cyclostationarity-based blind source separation algorithm using second order statistical properties: Theory and application to the bearing defect diagnosis by Bouguerriou, N., Haritopoulos, M., Capdessus, C., Allam, L.

“…Among signal processing techniques, blind source separation (BSS) and the underlying mathematical tool of independent component analysis (ICA) are of…”
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PII: S0888-3270(06)00118-X by Haritopoulos, Michel, Capdessus, Cécile, Bouguerriou, Noureddine, Allam, Lévi

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Image denoising using self-organizing map-based nonlinear independent component analysis: New Developments in Self-Organizing Maps by HARITOPOULOS, Michel, HUJUN YIN, ALLINSON, Nigel M

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Fetal ECG subspace estimation based on cyclostationarity by Miao Zhang, Haritopoulos, Michel, Nandi, Asoke K.

“…In this paper, we propose a strategy to estimate a Fetal Electrocardiogram (FECG) subspace from a set of mixed ECG recordings from the thoracic and abdominal…”
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A qualitative dynamical model for cardiotocography simulation by Illanes, Alfredo, Haritopoulos, Michel, Robles, Felipe, Guerra, Francisco

“…The purpose of this work is to present a new mathematical model for fetal monitoring simulation. It involves the simultaneous generation of fetal heart rate…”
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Cyclostationary analysis of ECG signals acquired inside an ultra-high field MRI scanner by Haritopoulos, Michel, Krug, Johannes, Illanes, Alfredo, Friebe, Michael, Nandi, Asoke K.

“…In this paper, a strategy is proposed to estimate the R-peaks in ECG signals recorded inside a 7 T magnetic resonance imaging (MRI) scanner in order to reduce…”
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Foetal PQRST extraction from ECG recordings using cyclostationarity-based source separation method by Haritopoulos, Michel, Capdessus, Cécile, Nandi, Asoke K

“…This work proposes a novel foetal electrocardiogram (FECG) extraction approach based on the cyclostationary properties of the signal of interest. The problem…”
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