Sebastian Miron

Orcid: 0000-0003-4733-6698

According to our database1, Sebastian Miron authored at least 44 papers between 2004 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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On csauthors.net:

Bibliography

2023
Quaternions in Signal and Image Processing: A comprehensive and objective overview.
IEEE Signal Process. Mag., September, 2023

A generalized approach for Boolean matrix factorization.
Signal Process., May, 2023

Low-Rank Tensor Decompositions for Quaternion Multiway Arrays.
Proceedings of the IEEE International Conference on Acoustics, 2023

Projected Hierarchical ALS for Generalized Boolean Matrix Factorization.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
A General Framework for Constrained Convex Quaternion Optimization.
IEEE Trans. Signal Process., 2022

Factorisations des tableaux multidimensionnels de données sous contraintes : unicité et applications.
, 2022

2021
Boolean decomposition of binary matrices using a post-nonlinear mixture approach.
Signal Process., 2021

Tensor-based framework for training flexible neural networks.
CoRR, 2021

A tensor-based approach for training flexible neural networks.
Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

2020
Quaternion Non-Negative Matrix Factorization: Definition, Uniqueness, and Algorithm.
IEEE Trans. Signal Process., 2020

Tensor methods for multisensor signal processing.
IET Signal Process., 2020

A Semi-Supervised Rank Tracking Algorithm For On-Line Unmixing Of Hyperspectral Images.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
Analysis of Hyperspectral Images Using Supervised Learning Techniques.
Proceedings of the 23rd International Conference on System Theory, Control and Computing, 2019

Boolean CP Decomposition of Binary Tensors: Uniqueness and Algorithm.
Proceedings of the IEEE International Conference on Acoustics, 2019

Uniqueness of Tensor Train Decomposition with Linear Dependencies.
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.
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.
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

Estimation of the Regularization Parameter of an On-Line NMF with Minimum Volume Constraint.
Proceedings of the 10th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2018

2017
A post-nonlinear mixture model approach to binary matrix factorization.
Proceedings of the 25th European Signal Processing Conference, 2017

2016
A sparse approach for DOA estimation with a multiple spatial invariance sensor array.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

2015
Multilinear direction finding for sensor-array with multiple scales of invariance.
IEEE Trans. Aerosp. Electron. Syst., 2015

Some Rank Conditions for the Identifiability of the Sparse Paralind Model.
Proceedings of the Latent Variable Analysis and Signal Separation, 2015

2014
A non-negative multilinear block tensor decomposition approach to flow cytometry data analysis.
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.
Proceedings of the IEEE International Conference on Acoustics, 2013

Joint data and connection topology recovery in collaborative wireless sensor networks.
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.
Proceedings of the 21st European Signal Processing Conference, 2013

CANDECOMP/PARAFAC (CP) direction finding with multi-scale array.
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.
SIAM J. Matrix Anal. Appl., 2012

Polarization in Wireless Communications.
Phys. Commun., 2012

The effect of polarization separation on the performance of Candecomp/Parafac-based vector sensor array processing.
Phys. Commun., 2012

Study of the asymptotic Cramér-Rao Bound for the COLD uniform linear array.
Phys. Commun., 2012

A blind sparse approach for estimating constraint matrices in Paralind data models.
Proceedings of the 20th European Signal Processing Conference, 2012

2011
A CANDECOMP/PARAFAC Perspective on Uniqueness of DOA Estimation Using a Vector Sensor Array.
IEEE Trans. Signal Process., 2011

An uniqueness condition for the 4-way CANDECOMP/PARAFAC model with collinear loadings in three modes.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
Approximate joint diagonalization by nonorthogonal nonparametric Jacobi transformations.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
On the modeling and processing of polarization in Raman spectroscopy.
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.
Proceedings of the 17th European Signal Processing Conference, 2009

2008
Identifiability of the parafac model for polarized source mixture on a vector sensor array.
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.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007
MUSIC Algorithm for Vector-Sensors Array Using Biquaternions.
IEEE Trans. Signal Process., 2007

2006
Quaternion-MUSIC for vector-sensor array processing.
IEEE Trans. Signal Process., 2006

High Resolution Vector-Sensor Array Processing Based on Biquaternions.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005
Vector-Sensor MUSIC for Polarized Seismic Sources Localization.
EURASIP J. Adv. Signal Process., 2005

2004
Polarized source characterization using vector-music.
Proceedings of the 2004 12th European Signal Processing Conference, 2004


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