Yannick Berthoumieu

ORCID

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 66

Top Venues

Publications

Vinícius Silva Osterne Ribeiro, Lionel Bombrun, Juvêncio Santos Nobre, Charles Casimiro Cavalcante, Yannick Berthoumieu
A general robust approach for joint modeling of the family of scale mixture of Normal distribution. Signal Process. 220 (2024)
Zakariae Abbad, Ahmed Drissi El Maliani, Mohammed El Hassouni, Mohamed Tahar Kadaoui Abbassi, Lionel Bombrun, Yannick Berthoumieu
Riemannian Generalized Gaussian Distributions on the Space of SPD Matrices for Image Classification. IEEE Access 12 (2024)
Youssef Mourchid, Marc Donias, Yannick Berthoumieu, Mohamed Najim
SPDGAN: a generative adversarial network based on SPD manifold learning for automatic image colorization. Neural Comput. Appl. 35 (32) (2023)
Youssef Mourchid, Marc Donias, Yannick Berthoumieu, Mohamed Najim
SPDGAN: A Generative Adversarial Network based on SPD Manifold Learning for Automatic Image Colorization. CoRR (2023)
Pedro C. C. C. C. Coutinho, Yannick Berthoumieu, Marc Donias, Sébastien Guillon
Weakly Supervised Disentanglement with Triplet Network. ICIP (2023)
Rémi Giraud, Rodrigo Borba Pinheiro, Yannick Berthoumieu
Generalization of the shortest path approach for superpixel segmentation of omnidirectional images. Pattern Recognit. 142 (2023)
Sara Akodad, Lionel Bombrun, Christian Germain, Yannick Berthoumieu
A Gaussian mixture model with multiple tangent planes. EUSIPCO (2023)
Dang-Phuong-Lan Nguyen, Jean-François Aujol, Yannick Berthoumieu
Patch-based image Super Resolution using generalized Gaussian mixture model. CoRR (2022)
Jialun Zhou, Salem Said, Yannick Berthoumieu
Riemannian information gradient methods for the parameter estimation of ECD. Signal Process. 192 (2022)
Sara Akodad, Lionel Bombrun, Christian Germain, Yannick Berthoumieu
Remote Sensing Scene Classification Based on Covariance Pooling of Multi-layer CNN Features Guided by Saliency Maps. ICPRAI (1) (2022)
Anaïs Gastineau, Jean-François Aujol, Yannick Berthoumieu, Christian Germain
Generative Adversarial Network for Pansharpening With Spectral and Spatial Discriminators. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Sara Akodad, Lionel Bombrun, Maria Puscasu, Junshi Xia, Christian Germain, Yannick Berthoumieu
Deep Ensemble Learning Model Based on Covariance Pooling of Multi-Layer CNN Features. ICIP (2022)
Emma Jouffroy, Audrey Giremus, Yannick Berthoumieu, Olivier Bach, Alain Hugget
Automatic selection of latent variables in variational auto-encoders. EUSIPCO (2022)
Florent Bouchard, Ammar Mian, Jialun Zhou, Salem Said, Guillaume Ginolhac, Yannick Berthoumieu
Riemannian geometry for compound Gaussian distributions: Application to recursive change detection. Signal Process. 176 (2020)
Rémi Giraud, Yannick Berthoumieu
Texture Superpixel Clustering from Patch-based Nearest Neighbor Matching. CoRR (2020)
Youssef Mourchid, Marc Donias, Yannick Berthoumieu
Dual Color-Image Discriminators Adversarial Networks for Generating Artificial-SAR Colorized Images from SENTINEL-1 Images. MACLEAN@PKDD/ECML (2020)
Rémi Giraud, Rodrigo Borba Pinheiro, Yannick Berthoumieu
Generalized Shortest Path-based Superpixels for Accurate Segmentation of Spherical Images. CoRR (2020)
Sara Akodad, Lionel Bombrun, Yannick Berthoumieu, Christian Germain
Cluster Kernel For Learning Similarities Between Symmetric Positive Definite Matrix Time Series. ICIP (2020)
Youssef Mourchid, Marc Donias, Yannick Berthoumieu
Automatic Image Colorization based on Multi-Discriminators Generative Adversarial Networks. EUSIPCO (2020)
Sara Akodad, Lionel Bombrun, Junshi Xia, Yannick Berthoumieu, Christian Germain
Ensemble Learning Approaches Based on Covariance Pooling of CNN Features for High Resolution Remote Sensing Scene Classification. Remote. Sens. 12 (20) (2020)
Florent Bouchard, Ammar Mian, Jialun Zhou, Salem Said, Guillaume Ginolhac, Yannick Berthoumieu
Riemannian geometry for Compound Gaussian distributions: application to recursive change detection. CoRR (2020)
Rémi Giraud, Rodrigo Borba Pinheiro, Yannick Berthoumieu
Generalized Shortest Path-based Superpixels for Accurate Segmentation of Spherical Images. ICPR (2020)
Johannes Hertrich, Dang Phoung Lan Nguyen, Jean-François Aujol, Dominique Bernard, Yannick Berthoumieu, Abdellativ Sa'adaldin, Gabriele Steidl
PCA Reduced Gaussian Mixture Models with Applications in Superresolution. CoRR (2020)
Anaïs Gastineau, Jean-François Aujol, Yannick Berthoumieu, Christian Germain
A Residual Dense Generative Adversarial Network For Pansharpening With Geometrical Constraints. ICIP (2020)
Sara Akodad, Solène Vilfroy, Lionel Bombrun, Charles C. Cavalcante, Christian Germain, Yannick Berthoumieu
An ensemble learning approach for the classification of remote sensing scenes based on covariance pooling of CNN features. EUSIPCO (2019)
Rémi Giraud, Vinh-Thong Ta, Nicolas Papadakis, Yannick Berthoumieu
Texture-Aware Superpixel Segmentation. CoRR (2019)
Rémi Giraud, Vinh-Thong Ta, Nicolas Papadakis, Yannick Berthoumieu
Texture-Aware Superpixel Segmentation. ICIP (2019)
Jialun Zhou, Salem Said, Yannick Berthoumieu
Online estimation of MGGD: the Riemannian Averaged Natural Gradient method. CAMSAP (2019)
Rémi Giraud, Yannick Berthoumieu
Texture Superpixel Clustering from Patch-based Nearest Neighbor Matching. EUSIPCO (2019)
Marco Bevilacqua, Yannick Berthoumieu
Multiple-Feature Kernel-Based Probabilistic Clustering for Unsupervised Band Selection. IEEE Trans. Geosci. Remote. Sens. 57 (9) (2019)
Ioana Ilea, Lionel Bombrun, Salem Said, Yannick Berthoumieu
Covariance Matrices Encoding Based on the Log-Euclidean and Affine Invariant Riemannian Metrics. CVPR Workshops (2018)
Salma Doghraji, Marc Donias, Yannick Berthoumieu
Recursive Texture Orientation Estimation Based on Space Transformation and Hypersurface Reconstruction. IEEE Trans. Image Process. 27 (9) (2018)
Sara Akodad, Lionel Bombrun, Charles Yaacoub, Yannick Berthoumieu, Christian Germain
Image classification based on log-Euclidean Fisher Vectors for covariance matrix descriptors. IPTA (2018)
Ioana Ilea, Lionel Bombrun, Salem Said, Yannick Berthoumieu
Fisher Vector Coding for Covariance Matrix Descriptors Based on the Log-Euclidean and Affine Invariant Riemannian Metrics. J. Imaging 4 (7) (2018)
Brendan Le Bouill, Jean-François Aujol, Yannick Berthoumieu, Charles-Alban Deledalle
Regularised Projection of an Image Domain Triangulation for Disparity Map Refinement. ISIVC (2018)
Paolo Zanini, Marco Congedo, Christian Jutten, Salem Said, Yannick Berthoumieu
Transfer Learning: A Riemannian Geometry Framework With Applications to Brain-Computer Interfaces. IEEE Trans. Biomed. Eng. 65 (5) (2018)
Paolo Zanini, Salem Said, Yannick Berthoumieu, Marco Congedo, Christian Jutten
Riemannian Online Algorithms for Estimating Mixture Model Parameters. GSI (2017)
Yannick Berthoumieu, Lionel Bombrun, Christian Germain, Salem Said
Classification approach based on the product of riemannian manifolds from Gaussian parametrization space. ICIP (2017)
Mireille El Gheche, Jean-François Aujol, Yannick Berthoumieu, Charles-Alban Deledalle
Texture Reconstruction Guided by a High-Resolution Patch. IEEE Trans. Image Process. 26 (2) (2017)
Salem Said, Lionel Bombrun, Yannick Berthoumieu, Jonathan H. Manton
Riemannian Gaussian Distributions on the Space of Symmetric Positive Definite Matrices. IEEE Trans. Inf. Theory 63 (4) (2017)
Hatem Hajri, Salem Said, Lionel Bombrun, Yannick Berthoumieu
A geometric learning approach on the space of complex covariance matrices. ICASSP (2017)
Junshi Xia, Lionel Bombrun, Yannick Berthoumieu, Christian Germain, Peijun Du
Spectral-Spatial Rotation Forest for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (10) (2017)
Ioana Ilea, Lionel Bombrun, Salem Said, Yannick Berthoumieu
Co-occurrence Matrix of Covariance Matrices: A Novel Coding Model for the Classification of Texture Images. GSI (2017)
Salem Said, Yannick Berthoumieu
Warped Metrics for Location-Scale Models. GSI (2017)
Paolo Zanini, Salem Said, Charles C. Cavalcante, Yannick Berthoumieu
Stochastic EM algorithm for mixture estimation on manifolds. CAMSAP (2017)
Hatem Hajri, Salem Said, Yannick Berthoumieu
Maximum Likelihood Estimators on Manifolds. GSI (2017)
Marco Bevilacqua, Yannick Berthoumieu
Unsupervised hyperspectral band selection via multi-feature information-maximization clustering. ICIP (2017)
Junshi Xia, Lionel Bombrun, Yannick Berthoumieu, Christian Germain, Peijun Du
Spectral-spatial Rotation Forest for hyperspectral image classification. IGARSS (2016)
Hatem Hajri, Ioana Ilea, Salem Said, Lionel Bombrun, Yannick Berthoumieu
Riemannian Laplace Distribution on the Space of Symmetric Positive Definite Matrices. Entropy 18 (3) (2016)
Junshi Xia, Lionel Bombrun, Tülay Adali, Yannick Berthoumieu, Christian Germain
Classification of hyperspectral data with ensemble of subspace ICA and edge-preserving filtering. ICASSP (2016)
Guillaume Bourmaud, Rémi Mégret, Audrey Giremus, Yannick Berthoumieu
From Intrinsic Optimization to Iterated Extended Kalman Filtering on Lie Groups. J. Math. Imaging Vis. 55 (3) (2016)
Ioana Ilea, Hatem Hajri, Salem Said, Lionel Bombrun, Christian Germain, Yannick Berthoumieu
An M-estimator for robust centroid estimation on the manifold of covariance matrices: Performance analysis and application to image classification. EUSIPCO (2016)
Cornelia Paula Vacar, Jean-François Giovannelli, Yannick Berthoumieu
Bayesian Texture Classification From Indirect Observations Using Fast Sampling. IEEE Trans. Signal Process. 64 (1) (2016)
Ioana Ilea, Lionel Bombrun, Christian Germain, Romulus Terebes, Monica Borda, Yannick Berthoumieu
Texture image classification with Riemannian fisher vectors. ICIP (2016)
Moncef Hidane, Mireille El Gheche, Jean-François Aujol, Yannick Berthoumieu, Charles-Alban Deledalle
Image Zoom Completion. IEEE Trans. Image Process. 25 (8) (2016)
Mireille El Gheche, Jean-François Aujol, Yannick Berthoumieu, Charles-Alban Deledalle, Ronan Fablet
Texture synthesis guided by a low-resolution image. IVMSP (2016)
Ioana Ilea, Lionel Bombrun, Christian Germain, Yannick Berthoumieu
Texture image classification with Riemannian fisher vectors issued from a Laplacian model. IVMSP (2016)
Junshi Xia, Lionel Bombrun, Tülay Adali, Yannick Berthoumieu, Christian Germain
Spectral-Spatial Classification of Hyperspectral Images Using ICA and Edge-Preserving Filter via an Ensemble Strategy. IEEE Trans. Geosci. Remote. Sens. 54 (8) (2016)
Paolo Zanini, Marco Congedo, Christian Jutten, Salem Said, Yannick Berthoumieu
Parameters estimate of Riemannian Gaussian distribution in the manifold of covariance matrices. SAM (2016)
Moctar Monniron, Stefano Frambati, Sebastien Guillon, Yannick Berthoumieu, Marc Donias
Seismic horizon and pseudo-geological time cube extraction based on a riemmanian geodesic search. IVMSP (2016)
Junshi Xia, Lionel Bombrun, Yannick Berthoumieu, Christian Germain
Multiple features learning via rotation strategy. ICIP (2016)
Salem Said, Lionel Bombrun, Yannick Berthoumieu
Texture classification using Rao's distance: An EM algorithm on the poincaré half plane. ICIP (2015)
Salma Doghraji, Marc Donias, Yannick Berthoumieu
Recursive orientation estimation based on hypersurface reconstruction. ICIP (2015)
Salem Said, Lionel Bombrun, Yannick Berthoumieu
Texture Classification Using Rao's Distance on the Space of Covariance Matrices. GSI (2015)
Zois Boukouvalas, Salem Said, Lionel Bombrun, Yannick Berthoumieu, Tülay Adali
A New Riemannian Averaged Fixed-Point Algorithm for MGGD Parameter Estimation. IEEE Signal Process. Lett. 22 (12) (2015)
Ahmed Drissi El Maliani, Mohammed El Hassouni, Yannick Berthoumieu, Driss Aboutajdine
Generic multivariate model for color texture classification in RGB color space. Int. J. Multim. Inf. Retr. 4 (3) (2015)
Moncef Hidane, Jean-François Aujol, Yannick Berthoumieu, Charles-Alban Deledalle
Super-resolution from a low- and partial high-resolution image pair. ICIP (2014)
Yannick Berthoumieu, Charles Dossal, Nelly Pustelnik, Philippe Ricoux, Flavius Turcu
An Evaluation of the Sparsity Degree for Sparse Recovery with Deterministic Measurement Matrices. J. Math. Imaging Vis. 48 (2) (2014)
Hassan Rami, Ahmed Drissi El Maliani, Mohammed El Hassouni, Yannick Berthoumieu
Rotation-Invariant texture retrieval using a steerable Gaussian copula model. ICIP (2014)
Guillaume Bourmaud, Rémi Mégret, Audrey Giremus, Yannick Berthoumieu
Global Motion Estimation from Relative Measurements in the Presence of Outliers. ACCV (5) (2014)
Marc Nicodeme, Charles Dossal, Flavius Turcu, Yannick Berthoumieu
Lipschitz Bounds for Noise Robustness in Compressive Sensing: Two Algorithms. SYNASC (2014)
Ahmed Drissi El Maliani, Mohammed El Hassouni, Yannick Berthoumieu, Driss Aboutajdine
Color texture classification method based on a statistical multi-model and geodesic distance. J. Vis. Commun. Image Represent. 25 (7) (2014)
Guillaume Bourmaud, Rémi Mégret, Audrey Giremus, Yannick Berthoumieu
Global motion estimation from relative measurements using iterated extended Kalman filter on matrix LIE groups. ICIP (2014)
Cornelia Paula Vacar, Jean-François Giovannelli, Yannick Berthoumieu
Bayesian Texture and Instrument Parameter Estimation From Blurred and Noisy Images Using MCMC. IEEE Signal Process. Lett. 21 (6) (2014)
Noureddine Lasmar, Yannick Berthoumieu
Gaussian Copula Multivariate Modeling for Texture Image Retrieval Using Wavelet Transforms. IEEE Trans. Image Process. 23 (5) (2014)
Salem Said, Lionel Bombrun, Yannick Berthoumieu
New Riemannian Priors on the Univariate Normal Model. Entropy 16 (7) (2014)
Aurelien Jean Schutz, Lionel Bombrun, Yannick Berthoumieu
Intrinsic prior for Bayesian classification of texture images. ICASSP (2014)
Aurelien J. Schutz, Lionel Bombrun, Yannick Berthoumieu
K-Centroids-Based Supervised Classification of Texture Images Using the SIRV Modeling. GSI (2013)
Frédéric Pascal, Lionel Bombrun, Jean-Yves Tourneret, Yannick Berthoumieu
Parameter Estimation For Multivariate Generalized Gaussian Distributions. IEEE Trans. Signal Process. 61 (23) (2013)
Abdourrahmane M. Atto, Yannick Berthoumieu, Philippe Bolon
2-D Wavelet Packet Spectrum for Texture Analysis. IEEE Trans. Image Process. 22 (6) (2013)
Abdourrahmane M. Atto, Yannick Berthoumieu, Rémi Mégret
Stochasticity: A Feature for the Structuring of Large and Heterogeneous Image Databases. Entropy 15 (11) (2013)
Abdourrahmane M. Atto, Emmanuel Trouvé, Yannick Berthoumieu, Grégoire Mercier
Multidate Divergence Matrices for the Analysis of SAR Image Time Series. IEEE Trans. Geosci. Remote. Sens. 51 (4-1) (2013)
Aurelien J. Schutz, Lionel Bombrun, Yannick Berthoumieu
K-centroids-based supervised classification of texture images: Handling the intra-class diversity. ICASSP (2013)
Guillaume Bourmaud, Rémi Mégret, Audrey Giremus, Yannick Berthoumieu
Discrete Extended Kalman Filter on Lie groups. EUSIPCO (2013)
Vladislavs Dovgalecs, Rémi Mégret, Yannick Berthoumieu
Multiple Feature Fusion Based on Co-Training Approach and Time Regularization for Place Classification in Wearable Video. Adv. Multim. 2013 (2013)
Aurelien J. Schutz, Lionel Bombrun, Yannick Berthoumieu, Mohamed Najim
Centroid-based texture classification using the generalized Gamma distribution. EUSIPCO (2013)
Aurelien J. Schutz, Lionel Bombrun, Yannick Berthoumieu
Centroid-based texture classification using the SIRV representation. ICIP (2013)
Vincent Corretja, Éric Grivel, Yannick Berthoumieu, Jean-Michel Quellec, Thierry Sfez, Stéphane Kemkemian
Enhanced Cohen class time-frequency methods based on a structure tensor analysis: Applications to ISAR processing. Signal Process. 93 (7) (2013)
Lionel Bombrun, Frédéric Pascal, Jean-Yves Tourneret, Yannick Berthoumieu
Performance of the maximum likelihood estimators for the parameters of multivariate generalized Gaussian distributions. ICASSP (2012)
Nelly Pustelnik, Charles Dossal, Flavius Turcu, Yannick Berthoumieu, Philippe Ricoux
A greedy algorithm to extract sparsity degree for ℓ1/ℓ0-equivalence in a deterministic context. EUSIPCO (2012)
Lionel Bombrun, Yannick Berthoumieu
Multivariate texture retrieval using the Kullback-Leibler divergence between bivariate generalized Gamma times an Uniform distribution. ICIP (2012)
Olivier Schwander, Aurelien J. Schutz, Frank Nielsen, Yannick Berthoumieu
k-MLE for mixtures of generalized Gaussians. ICPR (2012)
Abdourrahmane M. Atto, Yannick Berthoumieu
Wavelet Packets of Nonstationary Random Processes: Contributing Factors for Stationarity and Decorrelation. IEEE Trans. Inf. Theory 58 (1) (2012)
Ahmed Drissi El Maliani, Mohammed El Hassouni, Yannick Berthoumieu, Driss Aboutajdine
Multi-model Approach for Multicomponent Texture Classification. ICISP (2012)
Corina Nafornita, Yannick Berthoumieu, Ioan Nafornita, Alexandru Isar
Kullback-Leibler distance between complex generalized Gaussian distributions. EUSIPCO (2012)
Lionel Bombrun, Yannick Berthoumieu, Noureddine Lasmar, Geert Verdoolaege
Multivariate texture retrieval using the geodesic distance between elliptically distributed random variables. ICIP (2011)
Cornelia Paula Vacar, Jean-François Giovannelli, Yannick Berthoumieu
Langevin and hessian with fisher approximation stochastic sampling for parameter estimation of structured covariance. ICASSP (2011)
Jean-Baptiste Authesserre, Rémi Mégret, Yannick Berthoumieu
Automatic estimation of asymmetry for gradient-based alignment of noisy images on Lie group. Pattern Recognit. Lett. 32 (10) (2011)
Vladislavs Dovgalecs, Rémi Mégret, Yannick Berthoumieu
Time-aware co-training for indoors localization in visual lifelogs. ACM Multimedia (2011)
Ahmed Drissi El Maliani, Mohammed El Hassouni, Noureddine Lasmar, Yannick Berthoumieu, Driss Aboutajdine
Color Texture Classification Using Rao Distance between Multivariate Copula Based Models. CAIP (2) (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Yannick Berthoumieu