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Detection of the Glottal Closure Instants Using Empirical Mode Decomposition
(Birkhauser Boston Inc, 2017-11)
This work explores the effectiveness of the Intrinsic Mode Functions (IMFs) of the speech signal, in estimating its Glottal Closure Instants (GCIs). The IMFs of the speech signal, which are its AM–FM or oscillatory components, ...
Screening of obstructive sleep apnea with empirical mode decomposition of pulse oximetry
(Elsevier, 2014-06)
Detection of desaturations on the pulse oximetry signal is of great importance for the diagnosis of sleep apneas. Using the counting of desaturations, an index can be built to help in the diagnosis of severe cases of ...
Normalization of fringe patterns using the bidimensional empirical mode decomposition and the Hilbert transform
(Optical Society of America, 2009-12)
We evaluate a data-driven technique to perform bias suppression and modulation normalization of fringe patterns. The proposed technique uses a bidimensional empirical mode decomposition method to decompose a fringe pattern ...
Orientation-Independent Empirical Mode Decomposition for Images Based on Unconstrained Optimization
(Institute of Electrical and Electronics Engineers, 2016-03)
This paper introduces a 2D extension of the empirical mode decomposition (EMD), through a novel approach based on unconstrained optimization. EMD is a fully data-driven method that locally separates, in a completely ...