| 2024 | CVPR | The Penalized Inverse Probability Measure for Conformal Classification. | Paul Melki, Lionel Bombrun, Boubacar Diallo, Jrme Dias, Jean-Pierre Da Costa |
| 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 |
| 2021 | CBMI | Content-based image retrieval: Colorfulness and Depth visual perception quantification. | Solne Vilfroy, Thierry Urruty, Philippe Carr, Lionel Bombrun, Arnaud Bour |
| 2020 | ICIP | Cluster Kernel For Learning Similarities Between Symmetric Positive Definite Matrix Time Series. | Sara Akodad, Lionel Bombrun, Yannick Berthoumieu, Christian Germain |
| 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 |
| 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 | Texture retrieval from very high resolution remote sensing images using local extrema-based descriptors. | Minh-Tan Pham, Grgoire Mercier, Olivier Regniers, Lionel Bombrun, Julien Michel |
| 2016 | IGARSS | Spectral-spatial Rotation Forest for hyperspectral image classification. | Junshi Xia, Lionel Bombrun, Yannick Berthoumieu, Christian Germain, Peijun Du |
| 2015 | ICIP | Statistical hypothesis test for robust classification on the space of covariance matrices. | Ioana Ilea, Lionel Bombrun, Christian Germain, Romulus Terebes, Monica Borda |
| 2015 | ICIP | Texture classification using Rao's distance: An EM algorithm on the poincar half plane. | Salem Said, Lionel Bombrun, Yannick Berthoumieu |
| 2015 | IGARSS | Classification of oyster habitats by combining wavelet-based texture features and polarimetric SAR descriptors. | Olivier Regniers, Lionel Bombrun, Ioana Ilea, Virginie Lafon, Christian Germain |
| 2015 | IGARSS | Texture-based forest cover classification using random forests and ensemble margin. | Samia Boukir, Olivier Regniers, Li Guo, Lionel Bombrun, Christian Germain |
| 2015 | IGARSS | Statistical hypothesis test for maritime pine forest SAR images classification based on the geodesic distance. | Ioana Ilea, Lionel Bombrun, Christian Germain, Isabelle Champion, Romulus Terebes, Monica Borda |
| 2014 | ICASSP | Intrinsic prior for Bayesian classification of texture images. | Aurelien Jean Schutz, Lionel Bombrun, Yannick Berthoumieu |
| 2014 | IGARSS | Wavelet based texture modeling for the classification of very high resolution maritime pine forest images. | Olivier Regniers, Lionel Bombrun, Dominique Guyon, Jean-Charles Samalens, Claire Tinel, Gilbert Grenier, Christian Germain |
| 2014 | IGARSS | Wavelet based texture modeling for panchromatic very high resolution image classification: Application to oyster racks detection. | Olivier Regniers, Lionel Bombrun, Virginie Lafon, Aurlie Dehouck, Claire Tinel, Christian Germain |
| 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 |
| 2013 | IGARSS | Texture based image retrieval and classification of very high resolution maritime pine forest images. | Olivier Regniers, Jean-Pierre Da Costa, Gilbert Grenier, Christian Germain, Lionel Bombrun |
| 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 |
| 2011 | ICASSP | Multivariate texture retrieval using the SIRV representation and the geodesic distance. | Lionel Bombrun, Noureddine Lasmar, Yannick Berthoumieu, Geert Verdoolaege |
| 2011 | ICIP | Multivariate texture retrieval using the geodesic distance between elliptically distributed random variables. | Lionel Bombrun, Yannick Berthoumieu, Noureddine Lasmar, Geert Verdoolaege |
| 2010 | IGARSS | PolSAR images characterization through Blind Sources Separation techniques. | Felix Totir, Gabriel Vasile, Lionel Bombrun, Michel Gay |
| 2010 | IGARSS | Extension of the Target Scattering Vector Model to the bistatic case. | Lionel Bombrun |
| 2010 | IGARSS | Roll invariant target detection based on PolSAR clutter models. | Lionel Bombrun, Gabriel Vasile, Michel Gay, Jean Philippe Ovarlez, Frdric Pascal |
| 2010 | IGARSS | Maximum Likelihood texture tracking in highly heterogeneous PolSAR clutter. | Olivier Harant, Lionel Bombrun, Gabriel Vasile, Laurent Ferro-Famil, Michel Gay |
| 2009 | IGARSS | Hierarchical Segmentation of Polarimetric SAR Images using Heterogeneous Clutter Models. | Lionel Bombrun, Jean-Marie Beaulieu, Gabriel Vasile, Jean Philippe Ovarlez, Frdric Pascal, Michel Gay |
| 2009 | IGARSS | Preliminary Terrasar-X Observations for Temperate Glaciers on the Chamonix Mont Blanc Test Site. | Olivier Harant, Renaud Fallourd, Lionel Bombrun, Michel Gay, Emmanuel Trouv, Gabriel Vasile, Jean-Marie Nicolas |
| 2008 | IGARSS | Normalized Coherency Matrix Estimation Under the SIRV Model. Alpine Glacier Polsar Data Analysis. | Gabriel Vasile, Jean Philippe Ovarlez, Frdric Pascal, Celine Tison, Lionel Bombrun, Michel Gay, Emmanuel Trouv |
| 2008 | IGARSS | Segmentation of Polarimetric SAR Data based on the Fisher Distribution for Texture Modeling. | Lionel Bombrun, Jean-Marie Beaulieu |
| 2007 | IGARSS | Coherent-stable scatterers detection in SAR multi-interferograms: Feature fuzzy fusion in Alpine glacier geophysical context. | Gabriel Vasile, Emmanuel Trouv, Lionel Valet, Jean-Marie Nicolas, Lionel Bombrun, Michel Gay, Ivan Ptillot, Philippe Bolon, Vasile Buzuloiu |
| 2007 | IGARSS | Monitoring temperate glaciers by high resolution Pol-InSAR data: First analysis of Argentire E-SAR acquisitions and in-situ measurements. | Tania Landes, Michel Gay, Emmanuel Trouv, Jean-Marie Nicolas, Lionel Bombrun, Gabriel Vasile, Irena Hajnsek |
| 2005 | IGARSS | Airborne remote sensing of vineyards for the detection of dead vine trees. | Jocelyn Chanussot, Patrick Bas, Lionel Bombrun |