Nicolas Le Bihan

Orcid: 0000-0001-6175-6045

Affiliations:
  • CNRS, gipsa-lab, Saint Martin d'Hères, France


According to our database1, Nicolas Le Bihan authored at least 60 papers between 2000 and 2023.

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

Timeline

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Bibliography

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

An Optimal Linear Fusion Estimation Algorithm of Reduced Dimension for T-Proper Systems with Multiple Packet Dropouts.
Sensors, 2023

Polarized Signal Singular Spectrum Analysis with Complex SSA.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
Fast and Accurate Gravitational-Wave Modelling with Principal Component Regression.
Proceedings of the 30th European Signal Processing Conference, 2022

2021
Two-way kernel matrix puncturing: towards resource-efficient PCA and spectral clustering.
Proceedings of the 38th International Conference on Machine Learning, 2021

From Bayesian Inference to MCMC and Convex Optimisation in Hadamard Manifolds.
Proceedings of the Geometric Science of Information - 5th International Conference, 2021

2020
Performance-Complexity Trade-Off in Large Dimensional Statistics.
Proceedings of the 30th IEEE International Workshop on Machine Learning for Signal Processing, 2020

An optimisation geometry framework for the Rayleigh quotient.
Proceedings of the 28th European Signal Processing Conference, 2020

2019
Complexity and Similarity for Sequences using LZ77-based conditional information measure.
Proceedings of the IEEE International Symposium on Information Theory, 2019

Estimation of Widely Factorizable Hypercomplex Signals with Uncertain Observations.
Proceedings of the IEEE International Conference on Acoustics, 2019

Exact Distribution and High-dimensional Asymptotics for Improperness Test of Complex Signals.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
A Complete Framework for Linear Filtering of Bivariate Signals.
IEEE Trans. Signal Process., 2018

A Geometrical Study of the Bivariate Fractional Gaussian Noise.
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

Linear Filtering of Bivariate Signals Using Quaternions.
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

Non-parametric characterization of gravitational-wave polarizations.
Proceedings of the 26th European Signal Processing Conference, 2018

2017
Spectral Analysis of Stationary Random Bivariate Signals.
IEEE Trans. Signal Process., 2017

The geometry of proper quaternion random variables.
Signal Process., 2017

Foreword to the special issue "Hypercomplex Signal Processing".
Signal Process., 2017

On some global topological aspects of manifold learning.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Polarization spectrogram of bivariate signals.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Riemannian Gaussian Distributions on the Space of Positive-Definite Quaternion Matrices.
Proceedings of the Geometric Science of Information - Third International Conference, 2017

Density Estimation for Compound Cox Processes on Hyperspheres.
Proceedings of the Geometric Science of Information - Third International Conference, 2017

Clustering and causality inference using algorithmic complexity.
Proceedings of the 25th European Signal Processing Conference, 2017

2016
Isotropic Multiple Scattering Processes on Hyperspheres.
IEEE Trans. Inf. Theory, 2016

Filtering from observations on Stiefel manifolds.
Signal Process., 2016

SALZA: Soft algorithmic complexity estimates for clustering and causality inference.
CoRR, 2016

Low-resolution reconstruction of intensity functions on the sphere for single-particle diffraction imaging.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015
Parameter estimation for multiple scattering process on the sphere.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

C. elegans locomotion analysis using algorithmic information theory.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Instantaneous frequency and amplitude of orthocomplex modulated signals based on quaternion Fourier transform.
Signal Process., 2014

Monte-carlo estimation from observation on stiefel manifold.
Proceedings of the IEEE International Conference on Acoustics, 2014

2013
Introduction to the issue on differential geometry in signal processing.
IEEE J. Sel. Top. Signal Process., 2013

Von Mises-Fisher approximation of multiple scattering process on the hypersphere.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
Multicomponent Signal Processing for Rayleigh Wave Ellipticity Estimation : Application to Seismic Hazard Assessment.
IEEE Signal Process. Mag., 2012

Wiener filtering of rotation processes using ordered exponential.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

2011
Blind extraction of improper quaternion sources.
Proceedings of the IEEE International Conference on Acoustics, 2011

Contributions au traitement des signaux à valeurs sur des structures algébriques non-commutatives.
, 2011

2010
Decompounding on compact lie groups.
IEEE Trans. Inf. Theory, 2010

Quaternion polynomial matrix diagonalization for the separation of polarized convolutive mixture.
Signal Process., 2010

2009
Nonparametric estimation for compound poisson processes on compact Lie groups.
Proceedings of the IEEE International Conference on Acoustics, 2009

Rayleigh wave ellipticity estimation from ambient seismic noise using single and multiple vector-sensor techniques.
Proceedings of the 17th European Signal Processing Conference, 2009

2008
Fast Complexified Quaternion Fourier Transform.
IEEE Trans. Signal Process., 2008

Polarized Signal Classification by Complex and quaternionic Multi-Layer Perceptrons.
Int. J. Neural Syst., 2008

The ℍ-analytic signal.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

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

Jacobi method for quaternion matrix singular value decomposition.
Appl. Math. Comput., 2007

Hypercomplex analytic signals : Extension of the analytic signal concept to complex signals.
Proceedings of the 15th European Signal Processing Conference, 2007

Exact Principal Geodesic Analysis for data on SO(3).
Proceedings of the 15th European Signal Processing Conference, 2007

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

Quaternion singular value decomposition based on bidiagonalization to a real or complex matrix using quaternion Householder transformations.
Appl. Math. Comput., 2006

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

Optimal separation of polarized signals by quaternionic neural networks.
Proceedings of the 14th European Signal Processing Conference, 2006

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

2004
Singular value decomposition of quaternion matrices: a new tool for vector-sensor signal processing.
Signal Process., 2004

Three-mode data set analysis using higher order subspace method: application to sonar and seismo-acoustic signal processing.
Signal Process., 2004

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

2003
Quaternion principal component analysis of color images.
Proceedings of the 2003 International Conference on Image Processing, 2003

Color image watermarking using quaternion Fourier transform.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002
Quaternion subspace method for vector-sensor wave separation.
Proceedings of the 11th European Signal Processing Conference, 2002

2000
Blind wave separation using vector-sensors.
Proceedings of the IEEE International Conference on Acoustics, 2000


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