SCIENTIFIC PUBLICATIONS SIGNAL IMAGE AND MACHINE LEARNING TEAM

Timely-automatic procedure for estimating the endocardial limits of the left ventricle assessed echocardiographically in clinical practice
Diagnostics
2020 | journal-article
Part of ISBN: 20754418
DOI: 10.3390/diagnostics10010040

A deep learning approach to condition monitoring of cantilever beams via time-frequency extended signatures
Computers in Industry
2019 | journal-article
Part of ISBN: 01663615
DOI: 10.1016/j.compind.2018.12.005

Deep learning for fault diagnosis and prognosis in manufacturing systems
Computers in Industry
2019 | journal-article
Part of ISBN: 01663615
DOI: 10.1016/j.compind.2019.05.002

Enhanced Parallel Generation of Tree Structures for the Recognition of 3D Images
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019 | book
Part of ISBN: 16113349 03029743
DOI: 10.1007/978-3-030-21077-9_27

Generating second order (co)homological information within at-model context
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019 | book
DOI: 10.1007/978-3-030-10828-1_6
Part of ISBN: 16113349 03029743

Refined Deep Learning for Digital Objects Recognition via Betti Invariants
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019 | book
DOI: 10.1007/978-3-030-29888-3_50
Part of ISBN: 16113349 03029743

Constructive realizable multi-resolution wavelet-like systems based on multi-windows spline-type spaces
Proceedings - 2017 19th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, SYNASC 2017
2018 | conference-paper
DOI: 10.1109/SYNASC.2017.00027

Detecting proteine coding regions using a customized multi-scales splines construction
Proceedings - 2017 19th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, SYNASC 2017
2018 | conference-paper
DOI: 10.1109/SYNASC.2017.00072

Lax-like stability for the discretization of pseudodifferential operators through gabor multipliers and spline-type spaces
Proceedings - 2018 20th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, SYNASC 2018
2018 | conference-paper
DOI: 10.1109/SYNASC.2018.00026

Numerical stability of spline-based Gabor-like systems
European Signal Processing Conference
2018 | conference-paper
DOI: 10.23919/EUSIPCO.2018.8552927
Part of ISBN: 22195491

Realizable algorithm for approximating Hilbert–Schmidt operators via Gabor multipliers
Journal of Computational and Applied Mathematics
2018 | journal-article
DOI: 10.1016/j.cam.2018.01.006

Stability of spline-type systems in the Abelian case
Symmetry
2018 | journal-article
DOI: 10.3390/sym10010007

Approximate duals of gabor-like frames based on realizable multi-window spline-type constructions
Proceedings - 18th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, SYNASC 2016
2017 | conference-paper
DOI: 10.1109/SYNASC.2016.027

Double hough transform for estimating the position of the mandibular canal in dental radiographs
Springer Proceedings in Mathematics and Statistics
2017 | conference-paper
DOI: 10.1007/978-3-319-56932-1_22

Labeling color 2D digital images in theoretical near logarithmic time
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2017 | book
DOI: 10.1007/978-3-319-64698-5_33

Space-variant gabor decomposition for filtering 3D medical images
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2017 | book
DOI: 10.1007/978-3-319-64698-5_38

Toward parallel computation of dense homotopy skeletons for nD digital objects
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2017 | book
DOI: 10.1007/978-3-319-59108-7_12


A parallel Homological Spanning Forest framework for 2D topological image analysis
Pattern Recognition Letters
2016 | journal-article
DOI: 10.1016/j.patrec.2016.07.023

A parallel implementation for computing the region-adjacency-tree of a segmentation of a 2D digital image
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2016 | book
DOI: 10.1007/978-3-319-30285-0_9

Detection of the mandibular canal in orthopantomography using a Gabor-filtered anisotropic generalized Hough transform
Pattern Recognition Letters
2016 | journal-article
DOI: 10.1016/j.patrec.2015.12.001

On homotopy continuation for speech restoration
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2016 | book
DOI: 10.1007/978-3-319-39441-1_14

Optimal Window and Lattice in Gabor Transform. Application to Audio Analysis
Proceedings - 17th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, SYNASC 2015
2016 | conference-paper
DOI: 10.1109/SYNASC.2015.25

Special issue on GeToHa
Pattern Recognition Letters
2016 | journal-article
DOI: 10.1016/j.patrec.2016.08.001

Time-frequency diagnosis, condition monitoring, and fault detection
Time-Frequency Signal Analysis and Processing: A Comprehensive Reference
2016 | book
Part of DOI: 10.1016/B978-0-12-398499-9.00015-7

Approximate dual M-frames constructions: The Gabor case
Trends in Mathematics
2015 | book
DOI: 10.1007/978-3-319-12577-0-74

Enhancing dental radiographic images in spline-type spaces
Proceedings - 16th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, SYNASC 2014
2015 | conference-paper
DOI: 10.1109/SYNASC.2014.80

Multi-phase identification in microstructures images using a GPU accelerated fuzzy C-Means segmentation
Proceedings - 16th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, SYNASC 2014
2015 | conference-paper
DOI: 10.1109/SYNASC.2014.86

An optimally concentrated gabor transform for localized time-frequency components
Advances in Computational Mathematics
2014 | journal-article
DOI: 10.1007/s10444-013-9337-9

Approximate dual gabor atoms via the adjoint lattice method
Advances in Computational Mathematics
2014 | journal-article
DOI: 10.1007/s10444-013-9324-1

Construction of approximate dual wavelet frames
Advances in Computational Mathematics
2014 | journal-article
DOI: 10.1007/s10444-013-9307-2

Face and marker detection using Gabor frames on GPUs
Signal Processing
2014 | journal-article
DOI: 10.1016/j.sigpro.2013.06.029

Generalized Goertzel algorithm for computing the natural frequencies of cantilever beams
Signal Processing
2014 | journal-article
DOI: 10.1016/j.sigpro.2013.07.026

Increasing the image resolution using multi-windows spline-type spaces
Signal Processing
2014 | journal-article
DOI: 10.1016/j.sigpro.2013.11.010

Observing damaged beams through their time-frequency extended signatures
Signal Processing
2014 | journal-article
DOI: 10.1016/j.sigpro.2013.03.039

Optimized frames and multi-dimensional challenges in time-frequency analysis
Advances in Computational Mathematics
2014 | journal-article
DOI: 10.1007/s10444-013-9332-1

Erosion based method for quantification of facial palsy
International Journal of Computers, Communications and Control
2013 | journal-article

A method for optimizing the ambiguity function concentration
European Signal Processing Conference
2012 | conference-paper

Gradually improving the readability of the time-frequency spectra for natural frequency identification in cantilever beams
European Signal Processing Conference
2012 | conference-paper

Signal reconstruction in multi-windows spline-spaces using the dual system
IEEE Signal Processing Letters
2012 | journal-article
DOI: 10.1109/LSP.2012.2213591

How to correlate vibration measurements with FEM results to locate damages in beams
Proceedings of the 4th WSEAS International Conference on Finite Differences - Finite Elements - Finite Volumes - Boundary Elements, F-and-B '11
2011 | conference-paper

About the effectiveness of damage detection methods based on vibration measurements
International Conference on Engineering Mechanics, Structures, Engineering Geology, International Conference on Geography and Geology - Proceedings
2010 | conference-paper

Constructive realization of dual systems for generators of multi-window spline-type spaces
Journal of Computational and Applied Mathematics
2010 | journal-article
DOI: 10.1016/j.cam.2010.05.010

Wavelet-type denoising for mechanical structures diagnosis
International Conference on Engineering Mechanics, Structures, Engineering Geology, International Conference on Geography and Geology - Proceedings
2010 | conference-paper

The flexible Gabor-wavelet transform for car crash signal analysis
International Journal of Wavelets, Multiresolution and Information Processing
2009 | journal-article
DOI: 10.1142/S0219691309003045

Multiple ID data parallel wavelet transform
Proceedings - Seventh International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, SYNASC 2005
2005 | conference-paper
DOI: 10.1109/SYNASC.2005.47