Yannick BERTHOUMIEU

Professor

Research group : SIGNAL AND IMAGE PROCESSING

Team : MOTIVE

Tel : 0540003623

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Article (50)

SPDGAN: a generative adversarial network based on SPD manifold learning for automatic image colorization Auteur(s): Youssef Mourchid, Marc Donias, Yannick Berthoumieu, Mohamed Najim Lien HAL : https://hal.science/hal-04546138 Generalization of the Shortest Path Approach for Superpixel Segmentation of Omnidirectional Images Auteur(s): Rémi Giraud, Rodrigo Borba Pinheiro, Yannick Berthoumieu Lien HAL : https://hal.science/hal-04097083v2 Riemannian information gradient methods for the parameter estimation of ECD Auteur(s): Jialun Zhou, Salem Said, Yannick Berthoumieu Lien HAL : https://hal.science/hal-03720019 Multiple-feature Kernel-based Probabilistic Clustering for Unsupervised Band Selection Auteur(s): Marco Bevilacqua, Yannick Berthoumieu Lien HAL : https://hal.science/hal-02530242 Robust and adaptive approaches for Relative Geologic Time Estimation Auteur(s): Moctar Mounirou Arouna, Mireille El Gheche, Marc Donias, Sébastien Guillon, Yannick Berthoumieu Lien HAL : https://hal.science/hal-02509426 Recursive Texture Orientation Estimation Based on Space Transformation and Hypersurface Reconstruction Auteur(s): Salma Doghraji, Marc Donias, Yannick Berthoumieu Lien HAL : https://hal.science/hal-02509407 Texture Reconstruction guided by a High-Resolution Patch Auteur(s): Mireille El Gheche, Jean-François Aujol, Yannick Berthoumieu, Charles-Alban Deledalle Lien HAL : https://hal.science/hal-01276582v3 Ensemble Learning Approaches Based on Covariance Pooling of CNN Features for High Resolution Remote Sensing Scene Classification Auteur(s): Sara Akodad, Lionel Bombrun, Junshi Xia, Yannick Berthoumieu, Christian Germain Lien HAL : https://hal.science/hal-02967495 PCA Reduced Gaussian Mixture Models with Applications in Superresolution Auteur(s): Johannes Hertrich, Lan Dang Phuong Nguyen, Jean-François Aujol, Dominique Bernard, Yannick Berthoumieu, Abdellatif Saadaldin, Gabriele Steidl Lien HAL : https://hal.science/hal-02941479 Riemannian geometry for compound Gaussian distributions: Application to recursive change detection Auteur(s): Florent Bouchard, Ammar Mian, Jialun Zhou, Salem Said, Guillaume Ginolhac, Yannick Berthoumieu Lien HAL : https://hal.univ-grenoble-alpes.fr/hal-02972691 Color texture classification method based on a statistical multi-model and geodesic distance Auteur(s): Ahmed Drissi El Maliani, Mohammed El Hassouni, Yannick Berthoumieu, Driss Aboutajdine Lien HAL : https://hal.science/hal-01015628 Fisher Vector Coding for Covariance Matrix Descriptors Based on the Log-Euclidean and Affine Invariant Riemannian Metrics Auteur(s): Ioana Ilea, Lionel Bombrun, Salem Said, Yannick Berthoumieu Lien HAL : https://hal.science/hal-01930149 Bayesian Texture Classification From Indirect Observations Using Fast Sampling Auteur(s): Cornelia Vacar, Jean-François Giovannelli, Yannick Berthoumieu Lien HAL : https://hal.science/hal-01719190 Riemannian Gaussian Distributions on the Space of Symmetric Positive Definite Matrices Auteur(s): Salem Said, Lionel Bombrun, Yannick Berthoumieu, Jonathan Manton Lien HAL : https://hal.science/hal-01710191 Transfer learning: a Riemannian geometry framework with applications to Brain-Computer Interfaces Auteur(s): Paolo Zanini, Marco Congedo, Christian Jutten, Salem Said, Yannick Berthoumieu Lien HAL : https://hal.science/hal-01923278 Spectral-Spatial Rotation Forest for Hyperspectral Image Classification Auteur(s): Junshi Xia, Lionel Bombrun, Yannick Berthoumieu, Christian Germain, Peijun Du Lien HAL : https://hal.science/hal-01647598 Image Zoom Completion Auteur(s): Moncef Hidane, Mireille El Gheche, Jean-François Aujol, Yannick Berthoumieu, Charles Deledalle Lien HAL : https://hal.science/hal-01253124v2 From Intrinsic Optimization to Iterated Extended Kalman Filtering on Lie Groups Auteur(s): Guillaume Bourmaud, Rémi Mégret, Audrey Giremus, Yannick Berthoumieu Lien HAL : https://hal.science/hal-01311169 Spectral-Spatial Classification of Hyperspectral Images Using ICA and Edge-Preserving Filter via an Ensemble Strategy Auteur(s): Junshi Xia, Lionel Bombrun, Tülay Adali, Yannick Berthoumieu, Christian Germain Lien HAL : https://hal.science/hal-01379723 Riemannian Laplace Distribution on the Space of Symmetric Positive Definite Matrices Auteur(s): Hatem Hajri, Ioana Ilea, Salem Said, Lionel Bombrun, Yannick Berthoumieu Lien HAL : https://hal.science/hal-01379726 GENERIC MULTIVARIATE MODEL FOR COLOR TEXTURE CLASSIFICATION IN RGB COLOR SPACE Auteur(s): Ahmed Drissi El Maliani, Mohammed El Hassouni, Yannick Berthoumieu, Driss Aboutajdine Lien HAL : https://hal.science/hal-01312739 A New Riemannian Averaged Fixed-Point Algorithm for MGGD Parameter Estimation Auteur(s): Zois Boukouvalas, Salem Said, Lionel Bombrun, Yannick Berthoumieu, Tülay Adali Lien HAL : https://hal.science/hal-01230086 Gaussian Copula Multivariate Modeling for Image Texture Retrieval Using Wavelet Transforms Auteur(s): Nour-Eddine Lasmar, Yannick Berthoumieu Lien HAL : https://inria.hal.science/hal-00727127v3 Bayesian Texture and Instrument Parameter Estimation From Blurred and Noisy Images Using MCMC Auteur(s): Cornelia Vacar, Jean-François Giovannelli, Yannick Berthoumieu Lien HAL : https://hal.science/hal-00975094 New Riemannian Priors on the Univariate Normal Model Auteur(s): Salem Said, Lionel Bombrun, Yannick Berthoumieu Lien HAL : https://hal.science/hal-01084330 Multiple Feature Fusion Based on Co-Training Approach and Time Regularization for Place Classification in Wearable Video Auteur(s): Vladislavs Dovgalecs, Rémi Megret, Yannick Berthoumieu Lien HAL : https://hal.science/hal-00833474 An evaluation of the sparsity degree for sparse recovery with deterministic measurement matrices Auteur(s): Yannick Berthoumieu, Charles H Dossal, Nelly Pustelnik, Philippe Ricoux, Flavius Turcu Lien HAL : https://hal.science/hal-00878620 A greedy algorithm to extract sparsity degree for l1/l0-equivalence in a deterministic context Auteur(s): Nelly Pustelnik, Charles H Dossal, Flavius Turcu, Yannick Berthoumieu, Philippe Ricoux Lien HAL : https://hal.science/hal-00826821 A New Time-Frequency using a Tensorial Study. Applications to ISAR processing Auteur(s): Vincent Corretja, Eric Grivel, Yannick Berthoumieu, Jean-Michel Quellec, Sfez Thierry, Stephane Kemkemian Lien HAL : https://hal.science/hal-00772301 Parameter Estimation For Multivariate Generalized Gaussian Distributions Auteur(s): Frédéric Pascal, Lionel Bombrun, Jean-Yves Tourneret, Yannick Berthoumieu Lien HAL : https://hal.science/hal-00879851 Stochasticity: A Feature for the Structuring of Large and Heterogeneous Image Databases Auteur(s): Abdourrahmane Atto, Yannick Berthoumieu, Rémi Mégret Lien HAL : https://hal.science/hal-00550318v3 Automatic estimation of asymmetry for gradient-based alignment of noisy images on Lie group Auteur(s): Jean-Baptiste Authesserre, Rémi Megret, Yannick Berthoumieu Lien HAL : https://hal.science/hal-00669813 Bidirectional Composition on Lie Groups for Gradient-based Image Alignment Auteur(s): Rémi Megret, Jean-Baptiste Authesserre, Yannick Berthoumieu Lien HAL : https://hal.science/hal-00547966 Multi-Date Divergence Matrices for the Analysis of SAR Image Time Series Auteur(s): Abdourrahmane Atto, Emmanuel Trouvé, Yannick Berthoumieu, Grégoire Mercier Lien HAL : https://hal.science/hal-00721877 2-Dimensional Wavelet Packet Spectrum for Texture Analysis Auteur(s): Abdourrahmane Atto, Yannick Berthoumieu, Philippe Bolon Lien HAL : https://hal.science/hal-00766713 Wavelet Packets of Nonstationary Random Processes: Contributing Factors for Stationarity and Decorrelation Auteur(s): Abdourrahmane Atto, Yannick Berthoumieu Lien HAL : https://hal.science/hal-00548105v2 Multivariate statistical modeling for texture analysis using wavelet transforms Auteur(s): Nour-Eddine Lasmar, Yannick Berthoumieu Lien HAL : https://hal.science/hal-00584578 Découvrir le traitement du signal et de l'image grâce à des projets personnalisés : du traitement de la parole à la télécommande virtuelle Auteur(s): Audrey Giremus, Rémi Mégret, Eric Grivel, Olivier Lavialle, Yannick Berthoumieu Lien HAL : https://hal.science/hal-00400049 Dynamic picking system for 3D seismic data: design and evaluation Auteur(s): Pierre Salom, Rémi Mégret, Marc Donias, Yannick Berthoumieu Lien HAL : https://hal.science/hal-00374854 A survey on the dynamic characterization of A/D converters Auteur(s): Dominique Dallet, Yannick Berthoumieu Lien HAL : https://hal.science/hal-00180199 Image processing for the characterization of porous silicon nanostructure Auteur(s): Willy Ludurczak, Olivier Garel, Yannick Berthoumieu, Odile Babot, Marc Donias, Elisabeth Dufour-Gergam, Fatimata Niang, Claude Pellet, Thierry Toupance, Fabrice Verjus Lien HAL : https://hal.science/hal-00382265 3-D AR Model Order Selection via Rank Test Procedure Auteur(s): Brahim Aksasse, Youssef Stitou, Yannick Berthoumieu, Mohamed Najim Lien HAL : https://hal.science/hal-00183339 Estimating Local Multiple Orientations Auteur(s): Franck Michelet, Jean-Pierre da Costa, Olivier Lavialle, Yannick Berthoumieu, Pierre Baylou, Christian Germain Lien HAL : https://hal.science/hal-00166478 [ADC Characterization in Time Domain] Frequency Estimation to Linearize Time-domain Analysis of A/D Converters Auteur(s): Dominique Dallet, David Slepicka, Yannick Berthoumieu, Djamel Haddadi, Philippe Marchegay Lien HAL : https://hal.science/hal-00180584 Consistent estimation of autoregressive parameters from noisy observations based on two interacting Kalman filters Signal Processing Auteur(s): David Labarre, Eric Grivel, Yannick Berthoumieu, Ezio Todini, Mohamed Najim Lien HAL : https://hal.science/hal-00167654 A 2-D Robust High Resolution Frequency Estimation Approach Auteur(s): Yannick Berthoumieu, Mohamed El Ansari, Brahim Aksasse, Marc Donias, Mohamed Najim Lien HAL : https://hal.science/hal-00181159 ECG Beat Detection Using a Geometrical Matching Approach Auteur(s): Jesus Silva, Kleydis Suarez, Yannick Berthoumieu, Pedro Gomis, Mohamed Najim Lien HAL : https://hal.science/hal-00183317 Three-Dimensional Textured Image Blocks Model Based on Wold Decomposition Auteur(s): Youssef Stitou, Flavius Turcu, Yannick Berthoumieu, Mohamed Najim Lien HAL : https://hal.science/hal-00183330 Seismic Fault Preserving Diffusion Auteur(s): Olivier Lavialle, Sorin Pop, Christian Germain, Marc Donias, Sebastien Guillon, Naamen Keskes, Yannick Berthoumieu Lien HAL : https://hal.science/hal-00166722 New fault attribute based on robust directional scheme Auteur(s): Marc Donias, Ciprian David, Yannick Berthoumieu, Olivier Lavialle, Sébastien Guillon, Noomane Keskes Lien HAL : https://hal.science/hal-00181162

Book sections (9)

Remote Sensing Scene Classification Based on Covariance Pooling of Multi-layer CNN Features Guided by Saliency Maps Auteur(s): Sara Akodad, Lionel Bombrun, Christian Germain, Yannick Berthoumieu Lien HAL : https://hal.science/hal-03768102 Généralités sur les signaux et les systèmes Auteur(s): Yannick Berthoumieu, Eric Grivel, Mohamed Najim Lien HAL : https://hal.science/hal-01287408 Caractérisation fréquentielle d’un signal et d’un filtre Auteur(s): Eric Grivel, Yannick Berthoumieu Lien HAL : https://hal.science/hal-01287410 Les filtres à réponse impulsionnelle finie Auteur(s): Yannick Berthoumieu, Eric Grivel, Mohamed Najim Lien HAL : https://hal.science/hal-01287412 Color Texture Classification Using Rao Distance between Multivariate Copula Based Models Auteur(s): Ahmed Drissi El Maliani, Mohammed El Hassouni, Nour-Eddine Lasmar, Yannick Berthoumieu, Driss Aboutajdine Lien HAL : https://inria.hal.science/hal-00727122 Finite Impulse Response filter (FIR) Auteur(s): Yannick Berthoumieu, Eric Grivel, Mohamed Najim Lien HAL : https://hal.science/hal-00414725 Introduction to signal and systems Auteur(s): Yannick Berthoumieu, Eric Grivel, Mohamed Najim Lien HAL : https://hal.science/hal-00413031 Two-dimensional finite impulse response filter design Auteur(s): Yannick Berthoumieu Lien HAL : https://hal.science/hal-00414791 Spectral features of a signal and a filter Auteur(s): Eric Grivel, Yannick Berthoumieu Lien HAL : https://hal.science/hal-00413034

Conference proceedings (97)

Deep Ensemble Learning Model Based on Covariance Pooling of Multi-Layer CNN Features Auteur(s): Sara Akodad, Lionel Bombrun, Maria Puscasu, Junshi Xia, Christian Germain, Yannick Berthoumieu Lien HAL : https://hal.science/hal-04263872 A Gaussian mixture model with multiple tangent planes Auteur(s): Sara Akodad, Lionel Bombrun, Christian Germain, Yannick Berthoumieu Lien HAL : https://hal.science/hal-04296678 Modèle d'ensemble d'apprentissage profond basé sur la représentation au second ordre de descripteurs multi-couches d'un CNN Auteur(s): Sara Akodad, Lionel Bombrun, Yannick Berthoumieu, Christian Germain Lien HAL : https://hal.science/hal-04263890 Dual Color-Image Discriminators Adversarial Networks for Generating Artificial-SAR Colorized Images from SENTINEL-1 Images Auteur(s): Youssef Mourchid, Marc Donias, Yannick Berthoumieu Lien HAL : https://hal.science/hal-03164190 Automatic Image Colorization based on Multi-Discriminators Generative Adversarial Networks Auteur(s): Youssef Mourchid, Marc Donias, Yannick Berthoumieu Lien HAL : https://hal.science/hal-03124241 Texture Superpixel Clustering from Patch-based Nearest Neighbor Matching Auteur(s): Rémi Giraud, Yannick Berthoumieu Lien HAL : https://hal.science/hal-02059490v2 Cluster Kernel For Learning Similarities Between Symmetric Positive Definite Matrix Time Series Auteur(s): Sara Akodad, Lionel Bombrun, Yannick Berthoumieu, Christian Germain Lien HAL : https://hal.science/hal-02959479 Global motion estimation from relative measurements using iterated extended Kalman filter on matrix Lie groups Auteur(s): Guillaume Bourmaud, Rémi Megret, Audrey Giremus, Yannick Berthoumieu Lien HAL : https://hal.science/hal-02531613 Online estimation of MGGD : the Riemannian Averaged Natural Gradient method Auteur(s): Jialun Zhou, Salem Said, Yannick Berthoumieu Lien HAL : https://hal.science/hal-02530279 Fusion d'images non locale préservant la géométrie Auteur(s): Anaïs Gastineau, Jean-François Aujol, Yannick Berthoumieu, Christian Germain Lien HAL : https://hal.science/hal-02477526 A RESIDUAL DENSE GENERATIVE ADVERSARIAL NETWORK FOR PANSHARPENING WITH GEOMETRICAL CONSTRAINTS Auteur(s): Anaïs Gastineau, Jean-François Aujol, Yannick Berthoumieu, Christian Germain Lien HAL : https://hal.science/hal-02859866 Texture synthesis guided by a low-resolution image Auteur(s): Mireille El Gheche, R Berthoumieu, M. El Gheche, J.-F Aujol, Y. Berthoumieu, C.-A. Deledalle, Ronan Fablet Lien HAL : https://hal.science/hal-01444096 Generalized Shortest Path-based Superpixels for Accurate Segmentation of Spherical Images Auteur(s): Rémi Giraud, Rodrigo Borba Pinheiro, Yannick Berthoumieu Lien HAL : https://hal.science/hal-02539465 Texture-Aware Superpixel Segmentation Auteur(s): Rémi Giraud, Vinh-Thong Ta, Nicolas Papadakis, Yannick Berthoumieu Lien HAL : https://hal.science/hal-01995819v3 An ensemble learning approach for the classification of remote sensing scenes based on covariance pooling of CNN features Auteur(s): Sara Akodad, Solène Vilfroy, Lionel Bombrun, Charles C Cavalcante, Christian Germain, Yannick Berthoumieu Lien HAL : https://hal.science/hal-02294876 Superpixels adaptés localement aux textures Auteur(s): Rémi Giraud, Vinh-Thong Ta, Nicolas Papadakis, Yannick Berthoumieu Lien HAL : https://hal.science/hal-02117558 A geometric learning approach on the space of complex covariance matrices Auteur(s): Hatem Hajri, Salem Said, Lionel Bombrun, Yannick Berthoumieu Lien HAL : https://hal.science/hal-01710217 Calcul automatique rapide de pseudo-âge géologique sur des images sismiques Auteur(s): Moctar Mounirou, Mireille El Gheche, Marc Donias, Sebastien Guillon, Yannick Berthoumieu Lien HAL : https://hal.science/hal-01710133 Classification approach based on the product of riemannian manifolds from Gaussian parametrization space Auteur(s): Yannick Berthoumieu, Lionel Bombrun, Christian Germain, Salem Said Lien HAL : https://hal.science/hal-01716919 Covariance matrices encoding based on the log-Euclidean and affine invariant Riemannian metrics Auteur(s): Ioana Ilea, Lionel Bombrun, Salem Said, Yannick Berthoumieu Lien HAL : https://hal.science/hal-01930136 Unsupervised hyperspectral band selection via multi-feature information-maximization clustering Auteur(s): Marco Bevilacqua, Yannick Berthoumieu Lien HAL : https://hal.science/hal-01717011 Image classification based on log-Euclidean Fisher Vectors for covariance matrix descriptors Auteur(s): Sara Akodad, Lionel Bombrun, Charles Yaacoub, Yannick Berthoumieu, Christian Germain Lien HAL : https://hal.science/hal-01930156 Co-occurrence Matrix of Covariance Matrices: A Novel Coding Model for the Classification of Texture Images Auteur(s): Ioana Ilea, Lionel Bombrun, Salem Said, Yannick Berthoumieu Lien HAL : https://hal.science/hal-01629171 Riemannian Online Algorithms for Estimating Mixture Model Parameters Auteur(s): Paolo Zanini, Salem Said, Yannick Berthoumieu, Marco Congedo, Christian Jutten Lien HAL : https://hal.science/hal-01630177 La matrice de co-occurrence des matrices de covariance : un nouveau modèle de codage pour la classification de textures Auteur(s): Ioana Ilea, Lionel Bombrun, Salem Said, Yannick Berthoumieu Lien HAL : https://hal.science/hal-01629143 Seismic horizon and pseudo-geological time cube extraction based on a riemmanian geodesic search Auteur(s): Moctar Mounirou, Stefano Frambati, Sebastien Guillon, Yannick Berthoumieu, Marc Donias Lien HAL : https://hal.science/hal-01494275 Parameters estimate of Riemannian Gaussian distribution in the manifold of covariance matrices Auteur(s): Paolo Zanini, Marco Congedo, Christian Jutten, Salem Said, Yannick Berthoumieu Lien HAL : https://inria.hal.science/hal-01325055 Estimation récursive du champ d’orientation par reconstruction d’hypersurfaces et changement d’espace Auteur(s): Salma Doghraji, Marc Donias, Yannick Berthoumieu Lien HAL : https://hal.science/hal-01267048 Texture image classification with Riemannian fisher vectors issued from a Laplacian model Auteur(s): Ioana Ilea, Lionel Bombrun, Christian Germain, Yannick Berthoumieu Lien HAL : https://hal.science/hal-01385369 Recursive orientation estimation based on hypersurface reconstruction Auteur(s): Salma Doghraji, Marc Donias, Yannick Berthoumieu Lien HAL : https://hal.science/hal-01266984 Spectral-spatial rotation forest for hyperspectral image classification Auteur(s): Junshi Xia, Lionel Bombrun, Yannick Berthoumieu, Christian Germain, Peijun Du Lien HAL : https://hal.science/hal-01379973 Texture image classification with Riemannian fisher vectors Auteur(s): Ioana Ilea, Lionel Bombrun, Christian Germain, Romulus Terebes, Monica Borda, Yannick Berthoumieu Lien HAL : https://hal.science/hal-01379593 Multiple features learning via rotation strategy Auteur(s): Junshi Xia, Lionel Bombrun, Yannick Berthoumieu, Christian Germain Lien HAL : https://hal.science/hal-01379724 Classification of hyperspectral data with ensemble of subspace ICA and edge-preserving filtering Auteur(s): Junshi Xia, Lionel Bombrun, Tülay Adali, Yannick Berthoumieu, Christian Germain Lien HAL : https://hal.science/hal-01315337 Poursuite de véhicules en scènes autoroutières Auteur(s): Javier Becerra, David Izquierdo, Yannick Berthoumieu, Marc Donias Lien HAL : https://hal.science/hal-01267060 Texture Classification Using Rao’s Distance on the Space of Covariance Matrices Auteur(s): Salem Said, Lionel Bombrun, Yannick Berthoumieu Lien HAL : https://hal.science/hal-01228766 Parametric Spectral Analysis Tools for the Characterization of A/D Converters Auteur(s): Yannick Berthoumieu, Dominique Dallet Lien HAL : https://hal.science/hal-01182414 Texture classification using Rao's distance: an EM algorithm on the Poincaré half plane Auteur(s): Salem Said, Lionel Bombrun, Yannick Berthoumieu Lien HAL : https://hal.science/hal-01229049 Time-Frequency Analysis for Multistage A/D Converter Diagnosis Auteur(s): Dominique Dallet, Yannick Berthoumieu, Saliba Eric Lien HAL : https://hal.science/hal-01182506 SUPER-RESOLUTION FROM A LOW- AND PARTIAL HIGH- RESOLUTION IMAGE PAIR Auteur(s): Moncef Hidane, Jean-François Aujol, Yannick Berthoumieu, Charles-Alban Deledalle Lien HAL : https://hal.science/hal-01024883 Intrinsic prior for Bayesian classification of texture images Auteur(s): Aurélien Schutz, Lionel Bombrun, Yannick Berthoumieu Lien HAL : https://hal.science/hal-01007742 Compensation dynamique des perturbations magnétiques pour l'estimation d'attitude d'un micro-drone Auteur(s): Julien Metge, Rémi Megret, Audrey Giremus, Yannick Berthoumieu, Christophe Mazel Lien HAL : https://hal.science/hal-00959390 Dynamic magnetic field compensation for micro UAV attitude estimation Auteur(s): Julien Metge, Rémi Megret, Audrey Giremus, Yannick Berthoumieu, Christophe Mazel Lien HAL : https://hal.science/hal-00959410 Lipschitz bounds for noise robustness in compressive sensing: two algorithms Auteur(s): Marc Nicodème, Charles H Dossal, Flavius Turcu, Yannick Berthoumieu Lien HAL : https://hal.science/hal-01063235 EARLY ESTIMATION OF VINEYARD YIELD: SITE SPECIFIC COUNTING OF BERRIES BY USING A SMARTPHONE Auteur(s): Mathieu Grossetete, Yannick Berthoumieu, Jean-Pierre da Costa, Christian Germain, Olivier Lavialle, Gilbert Grenier Lien HAL : https://hal.science/hal-00950298 Filtre de Kalman Etendu Discret sur Groupe de Lie Auteur(s): Guillaume Bourmaud, Rémi Megret, Audrey Giremus, Yannick Berthoumieu Lien HAL : https://hal.science/hal-00974370 Classification d'images texturées basée sur K-barycentres : meilleure gestion de la diversité intra-classe Auteur(s): Aurélien Schutz, Lionel Bombrun, Yannick Berthoumieu Lien HAL : https://hal.science/hal-00878736 A greedy algorithm to extract sparsity degree for l1/l0-equivalence in a deterministic context Auteur(s): Nelly Pustelnik, Charles H Dossal, Flavius Turcu, Yannick Berthoumieu, Philippe Ricoux Lien HAL : https://hal.science/hal-00826828 Centroid-based texture classification using the SIRV representation Auteur(s): Aurélien Schutz, Lionel Bombrun, Yannick Berthoumieu Lien HAL : https://hal.science/hal-00865595 K-Centroids-Based Supervised Classi cation of Texture Images using the SIRV modeling Auteur(s): Aurélien Schutz, Lionel Bombrun, Yannick Berthoumieu Lien HAL : https://hal.science/hal-00878827 Discrete extended Kalman filter on lie groups Auteur(s): Guillaume Bourmaud, Rémi Mégret, Audrey Giremus, Yannick Berthoumieu Lien HAL : https://hal.science/hal-00903252 Indexation d'images texturées fondée sur le modèle multivarié de la Gaussienne généralisée asymétrique à copule Gaussienne Auteur(s): Nour-Eddine Lasmar, Yannick Berthoumieu Lien HAL : https://hal.science/hal-00917586 Centroid-based texture classification using the generalized Gamma distribution Auteur(s): Aurélien Schutz, Lionel Bombrun, Yannick Berthoumieu, Mohamed Najim Lien HAL : https://hal.science/hal-00878744 K-centroids based supervised classification of texture images: handling the intra-class diversity Auteur(s): Aurélien Schutz, Lionel Bombrun, Yannick Berthoumieu Lien HAL : https://hal.science/hal-00841939 Multivariate texture retrieval using the geodesic distance between elliptically distributed random variables Auteur(s): Lionel Bombrun, Yannick Berthoumieu, Nour-Eddine Lasmar, Geert Verdoolaege Lien HAL : https://hal.science/hal-00661686 Pyramides spatiales d'histogrammes invariantes aux transformations pour la reconnaissance de lieux Auteur(s): Vladislavs Dovgalecs, Sandra Ilcus, Rémi Mégret, Yannick Berthoumieu Lien HAL : https://hal.science/hal-00656531 Indexation d'images texturées couleur fondée sur la distance géodésique entre des variables elliptiquement distribuées. Auteur(s): Lionel Bombrun, Yannick Berthoumieu, Nour-Eddine Lasmar, Geert Verdoolaege Lien HAL : https://hal.science/hal-00661704 Copulas based multivariate Gamma modeling for texture classification Auteur(s): Youssef Stitou, Nour-Eddine Lasmar, Yannick Berthoumieu Lien HAL : https://inria.hal.science/hal-00727108 Langevin and hessian with fisher approximation stochastic sampling for parameter estimation of structured covariance Auteur(s): Cornelia Vacar, Jean-François Giovannelli, Yannick Berthoumieu Lien HAL : https://hal.science/hal-00668308 Performance of the maximum likelihood estimators for the parameters of multivariate generalized Gaussian distributions Auteur(s): Lionel Bombrun, Frédéric Pascal, Jean-Yves Tourneret, Yannick Berthoumieu Lien HAL : https://hal.science/hal-00744600 Estimation de la vitesse radiale robuste aux perturbations additives d'une cible marine dans un contexte ISAR Auteur(s): Vincent Corretja, Eric Grivel, Yannick Berthoumieu, Jean-Michel Quellec, Sfez Thierry, Kemkemian Stehane Lien HAL : https://hal.science/hal-00667298 Target radial velocity estimation robust against additive disturbances for ISAR application Auteur(s): Vincent Corretja, Eric Grivel, Yannick Berthoumieu, Jean-Michel Quellec, Sfez Thierry, Kemkemian Stephane Lien HAL : https://hal.science/hal-00667294 Multivariate statistical modeling for texture analysis using wavelet transforms Auteur(s): Nour-Eddine Lasmar, Yannick Berthoumieu Lien HAL : https://inria.hal.science/hal-00727113 Texture classification based on the generalized gamma distribution and the dual tree complex wavelet transform Auteur(s): Ahmed Drissi El Maliani, Nour-Eddine Lasmar, Mohammed El Hassouni, Yannick Berthoumieu Lien HAL : https://inria.hal.science/hal-00727115 Multivariate texture retrieval using the SIRV representation and the geodesic distance Auteur(s): Lionel Bombrun, Nour-Eddine Lasmar, Yannick Berthoumieu, Geert Verdoolaege Lien HAL : https://hal.science/hal-00661682 Combining time-frequency transforms to create a sequence of instantaneous range-Doppler images in ISAR Processing Auteur(s): Vincent Corretja, Eric Grivel, Yannick Berthoumieu, Jean-Michel Quellec, Sfez Thierry, Kemkemian Stephane Lien HAL : https://hal.science/hal-00667295 Matrice de Divergences Multi-Temporelles et Analyse des Séries Chronologiques d'Images SAR Auteur(s): Abdourrahmane Atto, Emmanuel Trouvé, Yannick Berthoumieu, Grégoire Mercier Lien HAL : https://hal.science/hal-00752128 Multivariate texture retrieval using the Kullback-Leibler divergence between bivariate generalized Gamma times an Uniform distribution Auteur(s): Lionel Bombrun, Yannick Berthoumieu Lien HAL : https://hal.science/hal-00744580 Filtrage Bilatéral Géométrique de Champ de Tenseurs Auteur(s): Vincent Toujas, Marc Donias, Jacques Daniel, Yannick Berthoumieu Lien HAL : https://hal.science/hal-00670012 Parametric Gaussianization procedure of wavelet coefficients for texture retrieval Auteur(s): Nour-Eddine Lasmar, Youssef Stitou, Soufiane Jouini, Yannick Berthoumieu, Mohamed Najim Lien HAL : https://inria.hal.science/hal-00727106 A new approach on Early Estimation of Vineyard Yield: Site specific counting of berries by using a Smartphone Auteur(s): Matthieu Grossetete, Yannick Berthoumieu, Jean-Pierre da Costa, Christian Germain, Olivier Lavialle, Gilbert Grenier Lien HAL : https://hal.science/hal-00669502 Multiscale skewed heavy tailed model for texture analysis Auteur(s): Nour-Eddine Lasmar, Youssef Stitou, Yannick Berthoumieu Lien HAL : https://inria.hal.science/hal-00727111 Structure Tensor Field Regularization Based on Geometric Features Auteur(s): Vincent Toujas, Marc Donias, Yannick Berthoumieu Lien HAL : https://hal.science/hal-00584841 Semi-Supervised Learning for Location Recognition from Wearable Video Auteur(s): Vladislavs Dovgalecs, Rémi Megret, Hazem Wannous, Yannick Berthoumieu Lien HAL : https://hal.science/hal-00547964 Parametric Gaussianization procedure of wavelet coefficients for texture retrieval Auteur(s): Nour-Eddine Lasmar, Youssef Stitou, Soufiane Jouini, Yannick Berthoumieu, Mohamed Najim Lien HAL : https://hal.science/hal-00356294 Joint Linear-Circular Stochastic Models for Texture Classification Auteur(s): Marie-Cécile Péron, Youssef Stitou, Yannick Berthoumieu, Jean-Pierre da Costa, Christian Germain Lien HAL : https://hal.science/hal-00391314 COPULAS BASED MULTIVARIATE GAMMA MODELING FOR TEXTURE CLASSIFICATION Auteur(s): Yannick Berthoumieu, Nour-Eddine Lasmar, Youssef Stitou Lien HAL : https://hal.science/hal-00399615 Asymetric Gradient-based image alignement Auteur(s): Jean-Baptiste Authesserre, Rémi Mégret, Yannick Berthoumieu Lien HAL : https://hal.science/hal-00399614 Formulation bidirectionnelle pour la conception d'algorithmes d'alignement d'images Auteur(s): Jean-Baptiste Authesserre, Rémi Mégret, Yannick Berthoumieu Lien HAL : https://inria.hal.science/inria-00404636 Modèles linéaires et circulaires pour la caractérisation de textures orientées. Auteur(s): Marie-Cécile Péron, Yannick Berthoumieu, Jean-Pierre da Costa, Christian Germain Lien HAL : https://hal.science/hal-00391373 A robust framework for geotime cube Auteur(s): Vincent Toujas, Marc Donias, Dominique Jeantet, Sébastien Guillon, Yannick Berthoumieu Lien HAL : https://hal.science/hal-00356279 The bi-directional framework for unifying parametric image alignment approaches Auteur(s): Rémi Mégret, Jean-Baptiste Authesserre, Yannick Berthoumieu Lien HAL : https://hal.science/hal-00331885 Processing of porous silicon surface images for the estimation of pore size distribution Auteur(s): Willy Ludurczak, Olivier Garel, Yannick Berthoumieu, Marc Donias, Elisabeth Dufour-Gergam, Fatimata Niang, Claude Pellet, Fabrice Verjus Lien HAL : https://hal.science/hal-00315936 Study of Time-Frequency methods for multilayer structures characterization Auteur(s): Dominique Dallet, Laurent Bechou, Yannick Berthoumieu, Yves Ousten Lien HAL : https://hal.science/hal-00182922 A Fixed Point Arithmetic Unit for Image Processing Circuits Auteur(s): Laurent Dulau, Patrice Kadionik, Sébastien Levasseur, Yannick Berthoumieu, Patrice Nouel Lien HAL : https://hal.science/hal-00183036 Multi-Scale Histograms For Kernel-Based Object Tracking Auteur(s): Mounia Mikram, Rémi Mégret, Marc Donias, Yannick Berthoumieu Lien HAL : https://hal.science/hal-00172114 Geometrical model based method for fault detection Auteur(s): Yannick Berthoumieu, Marc Donias, Ciprian David, Sébastien Guillon, Noomane Keskes Lien HAL : https://hal.science/hal-00181165 Inverse Composition for Multi-kernel Tracking Auteur(s): Rémi Mégret, Mounia Mikram, Yannick Berthoumieu Lien HAL : https://hal.science/hal-00172117 Coupe projective pour une tâche trajectorielle dynamique Auteur(s): Pierre Salom, Rémi Mégret, Yannick Berthoumieu Lien HAL : https://hal.science/hal-00172106 A STOCHASTIC SINUSOIDAL MODEL WITH APPLICATION TO SPEECH AND EEG-SLEEP SPINDLE SIGNALS Auteur(s): David Labarre, Eric Grivel, Yannick Berthoumieu, Mohamed Najim Lien HAL : https://hal.science/hal-00167735 New DCT Designs For Image Processing Circuits Auteur(s): Laurent Dulau, Patrice Kadionik, Sébastien Levasseur, Yannick Berthoumieu, Patrice Nouel Lien HAL : https://hal.science/hal-00183000 Time frequency methods for multilayer structures characterization Auteur(s): Laurent Bechou, Dominique Dallet, Yannick Berthoumieu, Yves Ousten Lien HAL : https://hal.science/hal-00182872 Evaluating Descriptors Performances for Object Tracking on Natural Video Data Auteur(s): Mounia Mikram, Rémi Mégret, Yannick Berthoumieu Lien HAL : https://hal.science/hal-00172137 Evaluation des performances de descripteurs pour le suivi d'objets Auteur(s): Mounia Mikram, Rémi Mégret, Yannick Berthoumieu Lien HAL : https://hal.science/hal-00181695 Caractérisation et analyse des fuseaux de sommeil par analyse spectrale haute résolution et filtrage de Kalman Auteur(s): Eric Grivel, Yannick Berthoumieu, Mauro Mantovani, Francesco Donatellio, Mohamed Najim Lien HAL : https://hal.science/hal-00167761 Minimum Eigenvalue Based 3-D AR Model Order Selection Auteur(s): Brahim Aksasse, Youssef Stitou, Yannick Berthoumieu, Mohamed Najim Lien HAL : https://hal.science/hal-00183360 New methods for determining the number of effetive bits of a/D converters based on eigendecomposition Auteur(s): Dominique Dallet, Yannick Berthoumieu, Thierry Moreau, Philippe Marchegay Lien HAL : https://hal.science/hal-00183676

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