An efficient subspace algorithm for 2-D harmonic retrieval. - Filiep Vanpoucke; Marc Moonen; Yannick Berthoumieu (ICASSP (4), 1994)

Subband Decomposition Based on the Hilbert Transform applied to radar imaging. - Stéphanie Rouquette; Yannick Berthoumieu; Mohamed Najim (EUSIPCO, 1996)

A joint detection-estimation scheme for the analysis of noisy complex sinusoids. - Guy Poulalion; Sylvain Morvan; Yannick Berthoumieu; Mohamed Najim (ICASSP, 1997)

Optical Flow Estimation Using Forward-Backward Constraint Equation. - A. Randriantsoa; Yannick Berthoumieu (ICIP, 2000)

High resolution 3D spectral method estimation. - Brahim Aksasse; Mohamed El Ansari; Yannick Berthoumieu; Mohamed Najim (EUSIPCO, 2002)

High and low level object descriptions for video tracking process. - David Izquierdo; Yannick Berthoumieu (EUSIPCO, 2002)

A stochastic sinusoidal model with application to speech and EEG-sleep spindle signals. - David Labarre; Éric Grivel; Yannick Berthoumieu; Mohamed Najim (EUSIPCO, 2002)

Robust high resolution image spectral analysis. - Mohamed El Ansari; Brahim Aksasse; Yannick Berthoumieu; Mohamed Najim (ICIP (2), 2002)

Region level segmentation based on a derivative approach for video tracking process. - David Izquierdo; Yannick Berthoumieu (ICIP (2), 2002)

Coupe projective pour une tâche trajectorielle dynamique. - Pierre Salom; Rémi Mégret; Yannick Berthoumieu (IHM, 2005)

A 2-D robust high-resolution frequency estimation approach. - Yannick Berthoumieu; Mohamed El Ansari; Brahim Aksasse; Marc Donias; Mohamed Najim (Signal Process., 2005)

Inverse Composition for Multi-kernel Tracking. - Rémi Mégret; Mounia Mikram; Yannick Berthoumieu (ICVGIP, 2006)

Consistent estimation of autoregressive parameters from noisy observations based on two interacting Kalman filters. - David Labarre; Éric Grivel; Yannick Berthoumieu; Ezio Todini; Mohamed Najim (Signal Process., 2006)

[ADC Characterization in Time Domain] Frequency Estimation to Linearize Time-Domain Analysis of A/D Converters. - Dominique Dallet; David Slepicka; Yannick Berthoumieu; Djamel Haddadi; Philippe Marchegay (IEEE Trans. Instrum. Meas., 2006)

3-D AR model order selection via rank test procedure. - Brahim Aksasse; Youssef Stitou; Yannick Berthoumieu; Mohamed Najim (IEEE Trans. Signal Process., 2006)

Evaluating Descriptors Performances for Object Tracking on Natural Video Data. - Mounia Mikram; Rémi Mégret; Yannick Berthoumieu (ACIVS, 2007)

Estimating local multiple orientations. - Franck Michelet; Jean-Pierre Da Costa; Olivier Lavialle; Yannick Berthoumieu; Pierre Baylou; Christian Germain (Signal Process., 2007)

ECG Beat Detection Using a Geometrical Matching Approach. - Kleydis V. Suarez; Jesus C. Silva; Yannick Berthoumieu; Pedro Gomis; Mohamed Najim (IEEE Trans. Biomed. Eng., 2007)

Three-Dimensional Textured Image Blocks Model Based on Wold Decomposition. - Youssef Stitou; Flavius Turcu; Yannick Berthoumieu; Mohamed Najim (IEEE Trans. Signal Process., 2007)

The Bi-directional Framework for Unifying Parametric Image Alignment Approaches. - Rémi Mégret; Jean-Baptiste Authesserre; Yannick Berthoumieu (ECCV (3), 2008)

Parametric Gaussianization procedure of wavelet coefficients for texture retrieval. - Noureddine Lasmar; Youssef Stitou; Mohamed Soufiane Jouini; Yannick Berthoumieu; Mohamed Najim (ICASSP, 2008)

A robust framework for GeoTime cube. - Vincent Toujas; Marc Donias; Dominique Jeantet; Sebastien Guillon; Yannick Berthoumieu (ICIP, 2008)

Asymmetric gradient-based image alignment. - Jean-Baptiste Authesserre; Rémi Mégret; Yannick Berthoumieu (ICASSP, 2009)

Joint linear-circular stochastic models for texture classification. - Marie-Cecile Peron; Jean-Pierre Da Costa; Youssef Stitou; Christian Germain; Yannick Berthoumieu (ICASSP, 2009)

Copulas based multivariate gamma modeling for texture classification. - Youssef Stitou; Noureddine Lasmar; Yannick Berthoumieu (ICASSP, 2009)

Multiscale skewed heavy tailed model for texture analysis. - Noureddine Lasmar; Youssef Stitou; Yannick Berthoumieu (ICIP, 2009)

Dynamic picking system for 3D seismic data: Design and evaluation. - Pierre Salom; Rémi Mégret; Marc Donias; Yannick Berthoumieu (Int. J. Hum. Comput. Stud., 2009)

Semi-supervised learning for location recognition from wearable video. - Vladislavs Dovgalecs; Rémi Mégret; Hazem Wannous; Yannick Berthoumieu (CBMI, 2010)

Structure tensor field regularization based on geometric features. - Vincent Toujas; Marc Donias; Yannick Berthoumieu (EUSIPCO, 2010)

Multivariate statistical modeling for texture analysis using wavelet transforms. - Noureddine Lasmar; Yannick Berthoumieu (ICASSP, 2010)

Bidirectional Composition on Lie Groups for Gradient-Based Image Alignment. - Rémi Mégret; Jean-Baptiste Authesserre; Yannick Berthoumieu (IEEE Trans. Image Process., 2010)

Color Texture Classification Using Rao Distance between Multivariate Copula Based Models. - Ahmed Drissi El Maliani; Mohammed El Hassouni; Noureddine Lasmar; Yannick Berthoumieu; Driss Aboutajdine (CAIP (2), 2011)

How to perform texture recognition from stochastic modeling in the wavelet domain. - Abdourrahmane M. Atto; Yannick Berthoumieu (ICASSP, 2011)

Multivariate texture retrieval using the SIRV representation and the geodesic distance. - Lionel Bombrun; Noureddine Lasmar; Yannick Berthoumieu; Geert Verdoolaege (ICASSP, 2011)

Langevin and hessian with fisher approximation stochastic sampling for parameter estimation of structured covariance. - Cornelia Paula Vacar; Jean-François Giovannelli; Yannick Berthoumieu (ICASSP, 2011)

Multivariate texture retrieval using the geodesic distance between elliptically distributed random variables. - Lionel Bombrun; Yannick Berthoumieu; Noureddine Lasmar; Geert Verdoolaege (ICIP, 2011)

Time-aware co-training for indoors localization in visual lifelogs. - Vladislavs Dovgalecs; Rémi Mégret; Yannick Berthoumieu (ACM Multimedia, 2011)

Automatic estimation of asymmetry for gradient-based alignment of noisy images on Lie group. - Jean-Baptiste Authesserre; Rémi Mégret; Yannick Berthoumieu (Pattern Recognit. Lett., 2011)

Kullback-Leibler distance between complex generalized Gaussian distributions. - Corina Nafornita; Yannick Berthoumieu; Ioan Nafornita; Alexandru Isar (EUSIPCO, 2012)

A greedy algorithm to extract sparsity degree for ℓ1/ℓ0-equivalence in a deterministic context. - Nelly Pustelnik; Charles Dossal; Flavius Turcu; Yannick Berthoumieu; Philippe Ricoux (EUSIPCO, 2012)

Performance of the maximum likelihood estimators for the parameters of multivariate generalized Gaussian distributions. - Lionel Bombrun; Frédéric Pascal 001; Jean-Yves Tourneret; Yannick Berthoumieu (ICASSP, 2012)

Multivariate texture retrieval using the Kullback-Leibler divergence between bivariate generalized Gamma times an Uniform distribution. - Lionel Bombrun; Yannick Berthoumieu (ICIP, 2012)

Multi-model Approach for Multicomponent Texture Classification. - Ahmed Drissi El Maliani; Mohammed El Hassouni; Yannick Berthoumieu; Driss Aboutajdine (ICISP, 2012)

k-MLE for mixtures of generalized Gaussians. - Olivier Schwander; Aurelien J. Schutz; Frank Nielsen; Yannick Berthoumieu (ICPR, 2012)

Wavelet Packets of Nonstationary Random Processes: Contributing Factors for Stationarity and Decorrelation. - Abdourrahmane M. Atto; Yannick Berthoumieu (IEEE Trans. Inf. Theory, 2012)

Discrete Extended Kalman Filter on Lie groups. - Guillaume Bourmaud; Rémi Mégret; Audrey Giremus; Yannick Berthoumieu (EUSIPCO, 2013)

Centroid-based texture classification using the generalized Gamma distribution. - Aurelien J. Schutz; Lionel Bombrun; Yannick Berthoumieu; Mohamed Najim (EUSIPCO, 2013)

K-Centroids-Based Supervised Classification of Texture Images Using the SIRV Modeling. - Aurelien J. Schutz; Lionel Bombrun; Yannick Berthoumieu (GSI, 2013)

K-centroids-based supervised classification of texture images: Handling the intra-class diversity. - Aurelien J. Schutz; Lionel Bombrun; Yannick Berthoumieu (ICASSP, 2013)

Centroid-based texture classification using the SIRV representation. - Aurelien J. Schutz; Lionel Bombrun; Yannick Berthoumieu (ICIP, 2013)

Multiple Feature Fusion Based on Co-Training Approach and Time Regularization for Place Classification in Wearable Video. - Vladislavs Dovgalecs; Rémi Mégret; Yannick Berthoumieu (Adv. Multim., 2013)

Stochasticity: A Feature for the Structuring of Large and Heterogeneous Image Databases. - Abdourrahmane M. Atto; Yannick Berthoumieu; Rémi Mégret (Entropy, 2013)

Enhanced Cohen class time-frequency methods based on a structure tensor analysis: Applications to ISAR processing. - Vincent Corretja; Éric Grivel; Yannick Berthoumieu; Jean-Michel Quellec; Thierry Sfez; Stéphane Kemkemian (Signal Process., 2013)

Multidate Divergence Matrices for the Analysis of SAR Image Time Series. - Abdourrahmane M. Atto; Emmanuel Trouvé; Yannick Berthoumieu; Grégoire Mercier (IEEE Trans. Geosci. Remote. Sens., 2013)

2-D Wavelet Packet Spectrum for Texture Analysis. - Abdourrahmane M. Atto; Yannick Berthoumieu; Philippe Bolon (IEEE Trans. Image Process., 2013)

Parameter Estimation For Multivariate Generalized Gaussian Distributions. - Frédéric Pascal 001; Lionel Bombrun; Jean-Yves Tourneret; Yannick Berthoumieu (IEEE Trans. Signal Process., 2013)

Global Motion Estimation from Relative Measurements in the Presence of Outliers. - Guillaume Bourmaud; Rémi Mégret; Audrey Giremus; Yannick Berthoumieu (ACCV (5), 2014)

Intrinsic prior for Bayesian classification of texture images. - Aurelien Jean Schutz; Lionel Bombrun; Yannick Berthoumieu (ICASSP, 2014)

Global motion estimation from relative measurements using iterated extended Kalman filter on matrix LIE groups. - Guillaume Bourmaud; Rémi Mégret; Audrey Giremus; Yannick Berthoumieu (ICIP, 2014)

Super-resolution from a low- and partial high-resolution image pair. - Moncef Hidane; Jean-François Aujol; Yannick Berthoumieu; Charles-Alban Deledalle (ICIP, 2014)

Rotation-Invariant texture retrieval using a steerable Gaussian copula model. - Hassan Rami; Ahmed Drissi El Maliani; Mohammed El Hassouni; Yannick Berthoumieu (ICIP, 2014)

Lipschitz Bounds for Noise Robustness in Compressive Sensing: Two Algorithms. - Marc Nicodeme; Charles Dossal; Flavius Turcu; Yannick Berthoumieu (SYNASC, 2014)

New Riemannian Priors on the Univariate Normal Model. - Salem Said; Lionel Bombrun; Yannick Berthoumieu (Entropy, 2014)

An Evaluation of the Sparsity Degree for Sparse Recovery with Deterministic Measurement Matrices. - Yannick Berthoumieu; Charles Dossal; Nelly Pustelnik; Philippe Ricoux; Flavius Turcu (J. Math. Imaging Vis., 2014)

Color texture classification method based on a statistical multi-model and geodesic distance. - Ahmed Drissi El Maliani; Mohammed El Hassouni; Yannick Berthoumieu; Driss Aboutajdine (J. Vis. Commun. Image Represent., 2014)

Bayesian Texture and Instrument Parameter Estimation From Blurred and Noisy Images Using MCMC. - Cornelia Paula Vacar; Jean-François Giovannelli; Yannick Berthoumieu (IEEE Signal Process. Lett., 2014)

Gaussian Copula Multivariate Modeling for Texture Image Retrieval Using Wavelet Transforms. - Noureddine Lasmar; Yannick Berthoumieu (IEEE Trans. Image Process., 2014)

Texture Classification Using Rao's Distance on the Space of Covariance Matrices. - Salem Said; Lionel Bombrun; Yannick Berthoumieu (GSI, 2015)

Recursive orientation estimation based on hypersurface reconstruction. - Salma Doghraji; Marc Donias; Yannick Berthoumieu (ICIP, 2015)

Texture classification using Rao's distance: An EM algorithm on the poincaré half plane. - Salem Said; Lionel Bombrun; Yannick Berthoumieu (ICIP, 2015)

Generic multivariate model for color texture classification in RGB color space. - Ahmed Drissi El Maliani; Mohammed El Hassouni; Yannick Berthoumieu; Driss Aboutajdine (Int. J. Multim. Inf. Retr., 2015)

A New Riemannian Averaged Fixed-Point Algorithm for MGGD Parameter Estimation. - Zois Boukouvalas; Salem Said; Lionel Bombrun; Yannick Berthoumieu; Tülay Adali (IEEE Signal Process. Lett., 2015)

An M-estimator for robust centroid estimation on the manifold of covariance matrices: Performance analysis and application to image classification. - Ioana Ilea; Hatem Hajri; Salem Said; Lionel Bombrun; Christian Germain; Yannick Berthoumieu (EUSIPCO, 2016)

Classification of hyperspectral data with ensemble of subspace ICA and edge-preserving filtering. - Junshi Xia; Lionel Bombrun; Tülay Adali; Yannick Berthoumieu; Christian Germain (ICASSP, 2016)

Texture image classification with Riemannian fisher vectors. - Ioana Ilea; Lionel Bombrun; Christian Germain; Romulus Terebes; Monica Borda; Yannick Berthoumieu (ICIP, 2016)

Multiple features learning via rotation strategy. - Junshi Xia; Lionel Bombrun; Yannick Berthoumieu; Christian Germain (ICIP, 2016)

Parameters estimate of Riemannian Gaussian distribution in the manifold of covariance matrices. - Paolo Zanini; Marco Congedo; Christian Jutten; Salem Said; Yannick Berthoumieu (SAM, 2016)

Texture synthesis guided by a low-resolution image. - Mireille El Gheche; Jean-François Aujol; Yannick Berthoumieu; Charles-Alban Deledalle; Ronan Fablet (IVMSP, 2016)

Texture image classification with Riemannian fisher vectors issued from a Laplacian model. - Ioana Ilea; Lionel Bombrun; Christian Germain; Yannick Berthoumieu (IVMSP, 2016)

Seismic horizon and pseudo-geological time cube extraction based on a riemmanian geodesic search. - Moctar Monniron; Stefano Frambati; Sebastien Guillon; Yannick Berthoumieu; Marc Donias (IVMSP, 2016)

Riemannian Laplace Distribution on the Space of Symmetric Positive Definite Matrices. - Hatem Hajri; Ioana Ilea; Salem Said; Lionel Bombrun; Yannick Berthoumieu (Entropy, 2016)

From Intrinsic Optimization to Iterated Extended Kalman Filtering on Lie Groups. - Guillaume Bourmaud; Rémi Mégret; Audrey Giremus; Yannick Berthoumieu (J. Math. Imaging Vis., 2016)

Spectral-Spatial Classification of Hyperspectral Images Using ICA and Edge-Preserving Filter via an Ensemble Strategy. - Junshi Xia; Lionel Bombrun; Tülay Adali; Yannick Berthoumieu; Christian Germain (IEEE Trans. Geosci. Remote. Sens., 2016)

Image Zoom Completion. - Moncef Hidane; Mireille El Gheche; Jean-François Aujol; Yannick Berthoumieu; Charles-Alban Deledalle (IEEE Trans. Image Process., 2016)

Bayesian Texture Classification From Indirect Observations Using Fast Sampling. - Cornelia Paula Vacar; Jean-François Giovannelli; Yannick Berthoumieu (IEEE Trans. Signal Process., 2016)

Stochastic EM algorithm for mixture estimation on manifolds. - Paolo Zanini; Salem Said; Charles C. Cavalcante; Yannick Berthoumieu (CAMSAP, 2017)

Maximum Likelihood Estimators on Manifolds. - Hatem Hajri; Salem Said; Yannick Berthoumieu (GSI, 2017)

Co-occurrence Matrix of Covariance Matrices: A Novel Coding Model for the Classification of Texture Images. - Ioana Ilea; Lionel Bombrun; Salem Said; Yannick Berthoumieu (GSI, 2017)

Warped Metrics for Location-Scale Models. - Salem Said; Yannick Berthoumieu (GSI, 2017)

Riemannian Online Algorithms for Estimating Mixture Model Parameters. - Paolo Zanini; Salem Said; Yannick Berthoumieu; Marco Congedo; Christian Jutten (GSI, 2017)

A geometric learning approach on the space of complex covariance matrices. - Hatem Hajri; Salem Said; Lionel Bombrun; Yannick Berthoumieu (ICASSP, 2017)

Classification approach based on the product of riemannian manifolds from Gaussian parametrization space. - Yannick Berthoumieu; Lionel Bombrun; Christian Germain; Salem Said (ICIP, 2017)

Unsupervised hyperspectral band selection via multi-feature information-maximization clustering. - Marco Bevilacqua; Yannick Berthoumieu (ICIP, 2017)

Spectral-Spatial Rotation Forest for Hyperspectral Image Classification. - Junshi Xia; Lionel Bombrun; Yannick Berthoumieu; Christian Germain; Peijun Du (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Texture Reconstruction Guided by a High-Resolution Patch. - Mireille El Gheche; Jean-François Aujol; Yannick Berthoumieu; Charles-Alban Deledalle (IEEE Trans. Image Process., 2017)

Riemannian Gaussian Distributions on the Space of Symmetric Positive Definite Matrices. - Salem Said; Lionel Bombrun; Yannick Berthoumieu; Jonathan H. Manton (IEEE Trans. Inf. Theory, 2017)

Covariance Matrices Encoding Based on the Log-Euclidean and Affine Invariant Riemannian Metrics. - Ioana Ilea; Lionel Bombrun; Salem Said; Yannick Berthoumieu (CVPR Workshops, 2018)

Image classification based on log-Euclidean Fisher Vectors for covariance matrix descriptors. - Sara Akodad; Lionel Bombrun; Charles Yaacoub; Yannick Berthoumieu; Christian Germain (IPTA, 2018)

Regularised Projection of an Image Domain Triangulation for Disparity Map Refinement. - Brendan Le Bouill; Jean-François Aujol; Yannick Berthoumieu; Charles-Alban Deledalle (ISIVC, 2018)

Fisher Vector Coding for Covariance Matrix Descriptors Based on the Log-Euclidean and Affine Invariant Riemannian Metrics. - Ioana Ilea; Lionel Bombrun; Salem Said; Yannick Berthoumieu (J. Imaging, 2018)

Transfer Learning: A Riemannian Geometry Framework With Applications to Brain-Computer Interfaces. - Paolo Zanini; Marco Congedo; Christian Jutten; Salem Said; Yannick Berthoumieu (IEEE Trans. Biomed. Eng., 2018)

Recursive Texture Orientation Estimation Based on Space Transformation and Hypersurface Reconstruction. - Salma Doghraji; Marc Donias; Yannick Berthoumieu (IEEE Trans. Image Process., 2018)

Online estimation of MGGD: the Riemannian Averaged Natural Gradient method. - Jialun Zhou; Salem Said; Yannick Berthoumieu (CAMSAP, 2019)

An ensemble learning approach for the classification of remote sensing scenes based on covariance pooling of CNN features. - Sara Akodad; Solène Vilfroy; Lionel Bombrun; Charles C. Cavalcante; Christian Germain; Yannick Berthoumieu (EUSIPCO, 2019)

Texture Superpixel Clustering from Patch-based Nearest Neighbor Matching. - Rémi Giraud; Yannick Berthoumieu (EUSIPCO, 2019)

Texture-Aware Superpixel Segmentation. - Rémi Giraud; Vinh-Thong Ta 002; Nicolas Papadakis; Yannick Berthoumieu (ICIP, 2019)

Multiple-Feature Kernel-Based Probabilistic Clustering for Unsupervised Band Selection. - Marco Bevilacqua; Yannick Berthoumieu (IEEE Trans. Geosci. Remote. Sens., 2019)

Automatic Image Colorization based on Multi-Discriminators Generative Adversarial Networks. - Youssef Mourchid; Marc Donias; Yannick Berthoumieu (EUSIPCO, 2020)

Cluster Kernel For Learning Similarities Between Symmetric Positive Definite Matrix Time Series. - Sara Akodad; Lionel Bombrun; Yannick Berthoumieu; Christian Germain (ICIP, 2020)

A Residual Dense Generative Adversarial Network For Pansharpening With Geometrical Constraints. - Anaïs Gastineau; Jean-François Aujol; Yannick Berthoumieu; Christian Germain (ICIP, 2020)

Generalized Shortest Path-based Superpixels for Accurate Segmentation of Spherical Images. - Rémi Giraud; Rodrigo Borba Pinheiro; Yannick Berthoumieu (ICPR, 2020)

Dual Color-Image Discriminators Adversarial Networks for Generating Artificial-SAR Colorized Images from SENTINEL-1 Images. - Youssef Mourchid; Marc Donias; Yannick Berthoumieu (MACLEAN@PKDD/ECML, 2020)

PCA Reduced Gaussian Mixture Models with Applications in Superresolution. - Johannes Hertrich; Dang Phoung Lan Nguyen; Jean-François Aujol; Dominique Bernard; Yannick Berthoumieu; Abdellativ Sa'adaldin; Gabriele Steidl (CoRR, 2020)

Ensemble Learning Approaches Based on Covariance Pooling of CNN Features for High Resolution Remote Sensing Scene Classification. - Sara Akodad; Lionel Bombrun; Junshi Xia; Yannick Berthoumieu; Christian Germain (Remote. Sens., 2020)

Riemannian geometry for compound Gaussian distributions: Application to recursive change detection. - Florent Bouchard; Ammar Mian; Jialun Zhou; Salem Said; Guillaume Ginolhac; Yannick Berthoumieu (Signal Process., 2020)

Automatic selection of latent variables in variational auto-encoders. - Emma Jouffroy; Audrey Giremus; Yannick Berthoumieu; Olivier Bach; Alain Hugget (EUSIPCO, 2022)

Deep Ensemble Learning Model Based on Covariance Pooling of Multi-Layer CNN Features. - Sara Akodad; Lionel Bombrun; Maria Puscasu; Junshi Xia; Christian Germain; Yannick Berthoumieu (ICIP, 2022)

Remote Sensing Scene Classification Based on Covariance Pooling of Multi-layer CNN Features Guided by Saliency Maps. - Sara Akodad; Lionel Bombrun; Christian Germain; Yannick Berthoumieu (ICPRAI (1), 2022)

Patch-based image Super Resolution using generalized Gaussian mixture model. - Dang-Phuong-Lan Nguyen; Jean-François Aujol; Yannick Berthoumieu (CoRR, 2022)

Riemannian information gradient methods for the parameter estimation of ECD. - Jialun Zhou; Salem Said; Yannick Berthoumieu (Signal Process., 2022)

Generative Adversarial Network for Pansharpening With Spectral and Spatial Discriminators. - Anaïs Gastineau; Jean-François Aujol; Yannick Berthoumieu; Christian Germain (IEEE Trans. Geosci. Remote. Sens., 2022)

A Gaussian mixture model with multiple tangent planes. - Sara Akodad; Lionel Bombrun; Christian Germain; Yannick Berthoumieu (EUSIPCO, 2023)

Weakly Supervised Disentanglement with Triplet Network. - Pedro C. C. C. C. Coutinho; Yannick Berthoumieu; Marc Donias; Sébastien Guillon (ICIP, 2023)

Generalization of the shortest path approach for superpixel segmentation of omnidirectional images. - Rémi Giraud; Rodrigo Borba Pinheiro; Yannick Berthoumieu (Pattern Recognit., 2023)

SPDGAN: a generative adversarial network based on SPD manifold learning for automatic image colorization. - Youssef Mourchid; Marc Donias; Yannick Berthoumieu; Mohamed Najim (Neural Comput. Appl., 2023)

Texture Classification Using RGGD Statistical Model of CNN Feature Maps Encoding. - Zakariae Abbad; Ahmed Drissi El Maliani; Mohammed El Hassouni; Mohamed Tahar Kadaoui Abbassi; Lionel Bombrun; Yannick Berthoumieu (EUSIPCO, 2024)

Riemannian Generalized Gaussian Distributions on the Space of SPD Matrices for Image Classification. - Zakariae Abbad; Ahmed Drissi El Maliani; Mohammed El Hassouni; Mohamed Tahar Kadaoui Abbassi; Lionel Bombrun; Yannick Berthoumieu (IEEE Access, 2024)

A general robust approach for joint modeling of the family of scale mixture of Normal distribution. - Vinícius Silva Osterne Ribeiro; Lionel Bombrun; Juvêncio Santos Nobre; Charles Casimiro Cavalcante; Yannick Berthoumieu (Signal Process., 2024)