| 2025 | ICIP | Handling Multiple Hypotheses In Coarse-To-Fine Dense Image Matching. | Matthieu Vilain, Rmi Giraud, Yannick Berthoumieu, Guillaume Bourmaud |
| 2023 | ICIP | Weakly Supervised Disentanglement with Triplet Network. | Pedro C. C. C. C. Coutinho, Yannick Berthoumieu, Marc Donias, Sbastien Guillon |
| 2022 | ICIP | 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 |
| 2020 | ICIP | Cluster Kernel For Learning Similarities Between Symmetric Positive Definite Matrix Time Series. | Sara Akodad, Lionel Bombrun, Yannick Berthoumieu, Christian Germain |
| 2020 | ICIP | A Residual Dense Generative Adversarial Network For Pansharpening With Geometrical Constraints. | Anas Gastineau, Jean-Franois Aujol, Yannick Berthoumieu, Christian Germain |
| 2020 | ICPR | Generalized Shortest Path-based Superpixels for Accurate Segmentation of Spherical Images. | Rmi Giraud, Rodrigo Borba Pinheiro, Yannick Berthoumieu |
| 2019 | ICIP | Texture-Aware Superpixel Segmentation. | Rmi Giraud, Vinh-Thong Ta, Nicolas Papadakis, Yannick Berthoumieu |
| 2018 | CVPR | Covariance Matrices Encoding Based on the Log-Euclidean and Affine Invariant Riemannian Metrics. | Ioana Ilea, Lionel Bombrun, Salem Said, Yannick Berthoumieu |
| 2017 | ICASSP | A geometric learning approach on the space of complex covariance matrices. | Hatem Hajri, Salem Said, Lionel Bombrun, Yannick Berthoumieu |
| 2017 | ICIP | Classification approach based on the product of riemannian manifolds from Gaussian parametrization space. | Yannick Berthoumieu, Lionel Bombrun, Christian Germain, Salem Said |
| 2017 | ICIP | Unsupervised hyperspectral band selection via multi-feature information-maximization clustering. | Marco Bevilacqua, Yannick Berthoumieu |
| 2016 | ICASSP | Classification of hyperspectral data with ensemble of subspace ICA and edge-preserving filtering. | Junshi Xia, Lionel Bombrun, Tlay Adali, Yannick Berthoumieu, Christian Germain |
| 2016 | ICIP | Texture image classification with Riemannian fisher vectors. | Ioana Ilea, Lionel Bombrun, Christian Germain, Romulus Terebes, Monica Borda, Yannick Berthoumieu |
| 2016 | ICIP | Multiple features learning via rotation strategy. | Junshi Xia, Lionel Bombrun, Yannick Berthoumieu, Christian Germain |
| 2016 | IGARSS | Spectral-spatial Rotation Forest for hyperspectral image classification. | Junshi Xia, Lionel Bombrun, Yannick Berthoumieu, Christian Germain, Peijun Du |
| 2015 | ICIP | Recursive orientation estimation based on hypersurface reconstruction. | Salma Doghraji, Marc Donias, Yannick Berthoumieu |
| 2015 | ICIP | Texture classification using Rao's distance: An EM algorithm on the poincar half plane. | Salem Said, Lionel Bombrun, Yannick Berthoumieu |
| 2014 | ACCV | Global Motion Estimation from Relative Measurements in the Presence of Outliers. | Guillaume Bourmaud, Rmi Mgret, Audrey Giremus, Yannick Berthoumieu |
| 2014 | ICASSP | Intrinsic prior for Bayesian classification of texture images. | Aurelien Jean Schutz, Lionel Bombrun, Yannick Berthoumieu |
| 2014 | ICIP | Global motion estimation from relative measurements using iterated extended Kalman filter on matrix LIE groups. | Guillaume Bourmaud, Rmi Mgret, Audrey Giremus, Yannick Berthoumieu |
| 2014 | ICIP | Super-resolution from a low- and partial high-resolution image pair. | Moncef Hidane, Jean-Franois Aujol, Yannick Berthoumieu, Charles-Alban Deledalle |
| 2014 | ICIP | Rotation-Invariant texture retrieval using a steerable Gaussian copula model. | Hassan Rami, Ahmed Drissi El Maliani, Mohammed El Hassouni, Yannick Berthoumieu |
| 2014 | SYNASC | Lipschitz Bounds for Noise Robustness in Compressive Sensing: Two Algorithms. | Marc Nicodeme, Charles Dossal, Flavius Turcu, Yannick Berthoumieu |
| 2013 | ICASSP | K-centroids-based supervised classification of texture images: Handling the intra-class diversity. | Aurelien J. Schutz, Lionel Bombrun, Yannick Berthoumieu |
| 2013 | ICIP | Centroid-based texture classification using the SIRV representation. | Aurelien J. Schutz, Lionel Bombrun, Yannick Berthoumieu |
| 2012 | ICASSP | Performance of the maximum likelihood estimators for the parameters of multivariate generalized Gaussian distributions. | Lionel Bombrun, Frdric Pascal, Jean-Yves Tourneret, Yannick Berthoumieu |
| 2012 | ICIP | Multivariate texture retrieval using the Kullback-Leibler divergence between bivariate generalized Gamma times an Uniform distribution. | Lionel Bombrun, Yannick Berthoumieu |
| 2012 | ICISP | Multi-model Approach for Multicomponent Texture Classification. | Ahmed Drissi El Maliani, Mohammed El Hassouni, Yannick Berthoumieu, Driss Aboutajdine |
| 2012 | ICPR | k-MLE for mixtures of generalized Gaussians. | Olivier Schwander, Aurelien J. Schutz, Frank Nielsen, Yannick Berthoumieu |
| 2011 | CAIP | Color Texture Classification Using Rao Distance between Multivariate Copula Based Models. | Ahmed Drissi El Maliani, Mohammed El Hassouni, Noureddine Lasmar, Yannick Berthoumieu, Driss Aboutajdine |
| 2011 | ICASSP | How to perform texture recognition from stochastic modeling in the wavelet domain. | Abdourrahmane M. Atto, Yannick Berthoumieu |
| 2011 | ICASSP | Multivariate texture retrieval using the SIRV representation and the geodesic distance. | Lionel Bombrun, Noureddine Lasmar, Yannick Berthoumieu, Geert Verdoolaege |
| 2011 | ICASSP | Langevin and hessian with fisher approximation stochastic sampling for parameter estimation of structured covariance. | Cornelia Paula Vacar, Jean-Franois Giovannelli, Yannick Berthoumieu |
| 2011 | ICIP | Multivariate texture retrieval using the geodesic distance between elliptically distributed random variables. | Lionel Bombrun, Yannick Berthoumieu, Noureddine Lasmar, Geert Verdoolaege |
| 2010 | CBMI | Semi-supervised learning for location recognition from wearable video. | Vladislavs Dovgalecs, Rmi Mgret, Hazem Wannous, Yannick Berthoumieu |
| 2010 | ICASSP | Multivariate statistical modeling for texture analysis using wavelet transforms. | Noureddine Lasmar, Yannick Berthoumieu |
| 2009 | ICASSP | Asymmetric gradient-based image alignment. | Jean-Baptiste Authesserre, Rmi Mgret, Yannick Berthoumieu |
| 2009 | ICASSP | Joint linear-circular stochastic models for texture classification. | Marie-Cecile Peron, Jean-Pierre Da Costa, Youssef Stitou, Christian Germain, Yannick Berthoumieu |
| 2009 | ICASSP | Copulas based multivariate gamma modeling for texture classification. | Youssef Stitou, Noureddine Lasmar, Yannick Berthoumieu |
| 2009 | ICIP | Multiscale skewed heavy tailed model for texture analysis. | Noureddine Lasmar, Youssef Stitou, Yannick Berthoumieu |
| 2008 | ECCV | The Bi-directional Framework for Unifying Parametric Image Alignment Approaches. | Rmi Mgret, Jean-Baptiste Authesserre, Yannick Berthoumieu |
| 2008 | ICASSP | Parametric Gaussianization procedure of wavelet coefficients for texture retrieval. | Noureddine Lasmar, Youssef Stitou, Mohamed Soufiane Jouini, Yannick Berthoumieu, Mohamed Najim |
| 2008 | ICIP | A robust framework for GeoTime cube. | Vincent Toujas, Marc Donias, Dominique Jeantet, Sebastien Guillon, Yannick Berthoumieu |
| 2007 | ACIVS | Evaluating Descriptors Performances for Object Tracking on Natural Video Data. | Mounia Mikram, Rmi Mgret, Yannick Berthoumieu |
| 2002 | ICIP | Robust high resolution image spectral analysis. | Mohamed El Ansari, Brahim Aksasse, Yannick Berthoumieu, Mohamed Najim |
| 2002 | ICIP | Region level segmentation based on a derivative approach for video tracking process. | David Izquierdo, Yannick Berthoumieu |
| 2000 | ICIP | Optical Flow Estimation Using Forward-Backward Constraint Equation. | A. Randriantsoa, Yannick Berthoumieu |
| 1997 | ICASSP | A joint detection-estimation scheme for the analysis of noisy complex sinusoids. | Guy Poulalion, Sylvain Morvan, Yannick Berthoumieu, Mohamed Najim |
| 1994 | ICASSP | An efficient subspace algorithm for 2-D harmonic retrieval. | Filiep Vanpoucke, Marc Moonen, Yannick Berthoumieu |