Sebastian Miron

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Quaternions in Signal and Image Processing: A comprehensive and objective overview.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., September, 2023

A generalized approach for Boolean matrix factorization.

[BibT_eX]

[DOI]

Rodrigo Cabral Farias

Signal Process., May, 2023

Low-Rank Tensor Decompositions for Quaternion Multiway Arrays.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Projected Hierarchical ALS for Generalized Boolean Matrix Factorization.

[BibT_eX]

[DOI]

Rodrigo Cabral Farias

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

A General Framework for Constrained Convex Quaternion Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2022

Factorisations des tableaux multidimensionnels de données sous contraintes : unicité et applications.

[BibT_eX]

[DOI]

, 2022

2021

Boolean decomposition of binary matrices using a post-nonlinear mixture approach.

[BibT_eX]

[DOI]

Signal Process., 2021

Tensor-based framework for training flexible neural networks.

[BibT_eX]

[DOI]

CoRR, 2021

A tensor-based approach for training flexible neural networks.

[BibT_eX]

[DOI]

Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

2020

Quaternion Non-Negative Matrix Factorization: Definition, Uniqueness, and Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2020

Tensor methods for multisensor signal processing.

[BibT_eX]

[DOI]

André Lima Férrer de Almeida

Yassine Zniyed

Rémy Boyer

Gérard Favier

Pierre Comon

IET Signal Process., 2020

A Semi-Supervised Rank Tracking Algorithm For On-Line Unmixing Of Hyperspectral Images.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Analysis of Hyperspectral Images Using Supervised Learning Techniques.

[BibT_eX]

[DOI]

Laura-Bianca Bilius

Stefan Gheorghe Pentiuc

Proceedings of the 23rd International Conference on System Theory, Control and Computing, 2019

Boolean CP Decomposition of Binary Tensors: Uniqueness and Algorithm.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Uniqueness of Tensor Train Decomposition with Linear Dependencies.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

Quaternion Non-negative Matrix Factorization: a new tool for spectropolarimetric imaging.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

2018

On-Line Blind Unmixing For Hyperspectral Pushbroom Imaging Systems.

[BibT_eX]

[DOI]

Ludivine Nus

Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

Estimation of the Regularization Parameter of an On-Line NMF with Minimum Volume Constraint.

[BibT_eX]

[DOI]

Ludivine Nus

Proceedings of the 10th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2018

2017

A post-nonlinear mixture model approach to binary matrix factorization.

[BibT_eX]

[DOI]

Proceedings of the 25th European Signal Processing Conference, 2017

2016

A sparse approach for DOA estimation with a multiple spatial invariance sensor array.

[BibT_eX]

[DOI]

Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

2015

Multilinear direction finding for sensor-array with multiple scales of invariance.

[BibT_eX]

[DOI]

IEEE Trans. Aerosp. Electron. Syst., 2015

Some Rank Conditions for the Identifiability of the Sparse Paralind Model.

[BibT_eX]

[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2015

2014

A non-negative multilinear block tensor decomposition approach to flow cytometry data analysis.

[BibT_eX]

[DOI]

Philippe Becuwe

Stephanie Grandemange

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2014

2013

A generalized acquisition scheme for vector cross-product direction findingwith spatially spread vector-sensor components.

[BibT_eX]

[DOI]

Yazid Merah

Proceedings of the IEEE International Conference on Acoustics, 2013

Joint data and connection topology recovery in collaborative wireless sensor networks.

[BibT_eX]

[DOI]

André L. F. de Almeida

Alain Y. Kibangou

Daniel C. Araujo

Proceedings of the IEEE International Conference on Acoustics, 2013

Numerical performance of a tensor MUSIC algorithm based on HOSVD for a mixture of polarized sources.

[BibT_eX]

[DOI]

Proceedings of the 21st European Signal Processing Conference, 2013

CANDECOMP/PARAFAC (CP) direction finding with multi-scale array.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013

2012

Uni-mode and Partial Uniqueness Conditions for CANDECOMP/PARAFAC of Three-Way Arrays with Linearly Dependent Loadings.

[BibT_eX]

[DOI]

SIAM J. Matrix Anal. Appl., 2012

Polarization in Wireless Communications.

[BibT_eX]

[DOI]

Khoa Le

Kainam Thomas Wong

Phys. Commun., 2012

The effect of polarization separation on the performance of Candecomp/Parafac-based vector sensor array processing.

[BibT_eX]

[DOI]

Xijing Guo

Phys. Commun., 2012

Study of the asymptotic Cramér-Rao Bound for the COLD uniform linear array.

[BibT_eX]

[DOI]

Rémy Boyer

Phys. Commun., 2012

A blind sparse approach for estimating constraint matrices in Paralind data models.

[BibT_eX]

[DOI]

Proceedings of the 20th European Signal Processing Conference, 2012

2011

A CANDECOMP/PARAFAC Perspective on Uniqueness of DOA Estimation Using a Vector Sensor Array.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2011

An uniqueness condition for the 4-way CANDECOMP/PARAFAC model with collinear loadings in three modes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

2010

Approximate joint diagonalization by nonorthogonal nonparametric Jacobi transformations.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

2009

On the modeling and processing of polarization in Raman spectroscopy.

[BibT_eX]

[DOI]

Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009

Complexity reduction by convex cone detection for unmixing hyperspectral images of bacterial biosensors.

[BibT_eX]

[DOI]

Proceedings of the 17th European Signal Processing Conference, 2009

2008

Identifiability of the parafac model for polarized source mixture on a vector sensor array.

[BibT_eX]

[DOI]

Xijing Guo

Proceedings of the IEEE International Conference on Acoustics, 2008

DOA estimation for polarized sources on a vector-sensor array by PARAFAC decomposition of the fourth-order covariance tensor.

[BibT_eX]

[DOI]

Xijing Guo

Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007

MUSIC Algorithm for Vector-Sensors Array Using Biquaternions.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2007

2006

Quaternion-MUSIC for vector-sensor array processing.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2006

High Resolution Vector-Sensor Array Processing Based on Biquaternions.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005

Vector-Sensor MUSIC for Polarized Seismic Sources Localization.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2005

2004

Polarized source characterization using vector-music.

[BibT_eX]

[DOI]