Lionel Bombrun

85 papers B 10C 16Misc 6Journal 33Unranked 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
Alternative Cholesky Decomposition and family of scale mixture of Normal distribution: A joint modeling approach.
Signal Process.
Vinícius Silva Osterne Ribeiro, Lionel Bombrun, Juvêncio Santos Nobre, Charles Casimiro Cavalcante, Yannick Berthoumieu
2025 J jnl
Learning-Based SAR-Optical Registration for Navigation: Insights From a Multiyear, Multiseason Continental-Scale Dataset.
IEEE Trans. Geosci. Remote. Sens.
Simon Bertrand, Guillaume Bourmaud, Cornelia Paula Vacar, Lionel Bombrun
2025 J jnl
Uncertainty Guarantees on Automated Precision Weeding using Conformal Prediction.
CoRR
Paul Melki, Lionel Bombrun, Boubacar Diallo, Jérôme Dias, Jean-Pierre Da Costa
2024 J jnl
A general robust approach for joint modeling of the family of scale mixture of Normal distribution.
Signal Process.
Vinícius Silva Osterne Ribeiro, Lionel Bombrun, Juvêncio Santos Nobre, Charles Casimiro Cavalcante, Yannick Berthoumieu
2024 J jnl
Conformal prediction for regression models with asymmetrically distributed errors: application to aircraft navigation during landing maneuver.
Mach. Learn.
Solène Vilfroy, Lionel Bombrun, Thierry Urruty, Florence de Grancey, Jean-Philippe Lebrat, Philippe Carré
2024 J jnl
Riemannian Generalized Gaussian Distributions on the Space of SPD Matrices for Image Classification.
IEEE Access
Zakariae Abbad, Ahmed Drissi El Maliani, Mohammed El Hassouni, Mohamed Tahar Kadaoui Abbassi, Lionel Bombrun, Yannick Berthoumieu
2024 — conf
Texture Classification Using RGGD Statistical Model of CNN Feature Maps Encoding.
EUSIPCO
Zakariae Abbad, Ahmed Drissi El Maliani, Mohammed El Hassouni, Mohamed Tahar Kadaoui Abbassi, Lionel Bombrun, Yannick Berthoumieu
2024 — conf
The Penalized Inverse Probability Measure for Conformal Classification.
CVPR Workshops
Paul Melki, Lionel Bombrun, Boubacar Diallo, Jérôme Dias, Jean-Pierre Da Costa
2024 J jnl
The Penalized Inverse Probability Measure for Conformal Classification.
CoRR
Paul Melki, Lionel Bombrun, Boubacar Diallo, Jérôme Dias, Jean-Pierre Da Costa
2023 — conf
A Gaussian mixture model with multiple tangent planes.
EUSIPCO
Sara Akodad, Lionel Bombrun, Christian Germain, Yannick Berthoumieu
2023 — conf
Group-Conditional Conformal Prediction via Quantile Regression Calibration for Crop and Weed Classification.
ICCV (Workshops)
Paul Melki, Lionel Bombrun, Boubacar Diallo, Jérôme Dias, Jean-Pierre Da Costa
2023 J jnl
Group-Conditional Conformal Prediction via Quantile Regression Calibration for Crop and Weed Classification.
CoRR
Paul Melki, Lionel Bombrun, Boubacar Diallo, Jérôme Dias, Jean-Pierre Da Costa
2022 B conf
Deep Ensemble Learning Model Based on Covariance Pooling of Multi-Layer CNN Features.
ICIP
Sara Akodad, Lionel Bombrun, Maria Puscasu, Junshi Xia, Christian Germain, Yannick Berthoumieu
2022 J jnl
Exploratory Analysis on Pixelwise Image Segmentation Metrics with an Application in Proximal Sensing.
Remote. Sens.
Paul Melki, Lionel Bombrun, Estelle Millet, Boubacar Diallo, Hakim Elchaoui Elghor, Jean-Pierre Da Costa
2022 — conf
Remote Sensing Scene Classification Based on Covariance Pooling of Multi-layer CNN Features Guided by Saliency Maps.
ICPRAI (1)
Sara Akodad, Lionel Bombrun, Christian Germain, Yannick Berthoumieu
2021 C conf
Content-based image retrieval: Colorfulness and Depth visual perception quantification.
CBMI
Solène Vilfroy, Thierry Urruty, Philippe Carré, Lionel Bombrun, Arnaud Bour
2020 J jnl
Classification of Atlantic Coastal Sand Dune Vegetation Using In Situ, UAV, and Airborne Hyperspectral Data.
Remote. Sens.
Quentin Laporte-Fauret, Bertrand Lubac, Bruno Castelle, Richard Michalet, Vincent Marieu, Lionel Bombrun, Patrick Launeau, Manuel Giraud, Cassandra Normandin, David Rosebery
2020 B conf
Cluster Kernel For Learning Similarities Between Symmetric Positive Definite Matrix Time Series.
ICIP
Sara Akodad, Lionel Bombrun, Yannick Berthoumieu, Christian Germain
2020 J jnl
Ensemble Learning Approaches Based on Covariance Pooling of CNN Features for High Resolution Remote Sensing Scene Classification.
Remote. Sens.
Sara Akodad, Lionel Bombrun, Junshi Xia, Yannick Berthoumieu, Christian Germain
2019 — conf
An ensemble learning approach for the classification of remote sensing scenes based on covariance pooling of CNN features.
EUSIPCO
Sara Akodad, Solène Vilfroy, Lionel Bombrun, Charles C. Cavalcante, Christian Germain, Yannick Berthoumieu
2019 J jnl
Comparison of SIFT Encoded and Deep Learning Features for the Classification and Detection of Esca Disease in Bordeaux Vineyards.
Remote. Sens.
Florian Rançon, Lionel Bombrun, Barna Keresztes, Christian Germain
2019 J jnl
Potential of High-Resolution Pléiades Imagery to Monitor Salt Marsh Evolution After
Remote. Sens.
Bárbara Proença, Frédéric Frappart, Bertrand Lubac, Vincent Marieu, Bertrand Ygorra, Lionel Bombrun, Richard Michalet, Aldo Sottolichio
2018 — conf
Covariance Matrices Encoding Based on the Log-Euclidean and Affine Invariant Riemannian Metrics.
CVPR Workshops
Ioana Ilea, Lionel Bombrun, Salem Said, Yannick Berthoumieu
2018 J jnl
Fisher Vector Coding for Covariance Matrix Descriptors Based on the Log-Euclidean and Affine Invariant Riemannian Metrics.
J. Imaging
Ioana Ilea, Lionel Bombrun, Salem Said, Yannick Berthoumieu
2018 J jnl
Gaussian Distributions on Riemannian Symmetric Spaces: Statistical Learning With Structured Covariance Matrices.
IEEE Trans. Inf. Theory
Salem Said, Hatem Hajri, Lionel Bombrun, Baba C. Vemuri
2018 — conf
Image classification based on log-Euclidean Fisher Vectors for covariance matrix descriptors.
IPTA
Sara Akodad, Lionel Bombrun, Charles Yaacoub, Yannick Berthoumieu, Christian Germain
2017 Misc conf
A geometric learning approach on the space of complex covariance matrices.
ICASSP
Hatem Hajri, Salem Said, Lionel Bombrun, Yannick Berthoumieu
2017 B conf
Classification approach based on the product of riemannian manifolds from Gaussian parametrization space.
ICIP
Yannick Berthoumieu, Lionel Bombrun, Christian Germain, Salem Said
2017 — conf
Co-occurrence Matrix of Covariance Matrices: A Novel Coding Model for the Classification of Texture Images.
GSI
Ioana Ilea, Lionel Bombrun, Salem Said, Yannick Berthoumieu
2017 J jnl
Color Texture Image Retrieval Based on Local Extrema Features and Riemannian Distance.
J. Imaging
Minh-Tan Pham, Grégoire Mercier, Lionel Bombrun
2017 J jnl
Riemannian Gaussian Distributions on the Space of Symmetric Positive Definite Matrices.
IEEE Trans. Inf. Theory
Salem Said, Lionel Bombrun, Yannick Berthoumieu, Jonathan H. Manton
2017 J jnl
Spectral-Spatial Rotation Forest for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Junshi Xia, Lionel Bombrun, Yannick Berthoumieu, Christian Germain, Peijun Du
2017 J jnl
Structure Tensor Riemannian Statistical Models for CBIR and Classification of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Roxana-Gabriela Rosu, Marc Donias, Lionel Bombrun, Salem Said, Olivier Regniers, Jean-Pierre Da Costa
2016 J jnl
An M-Estimator for Robust Centroid Estimation on the Manifold of Covariance Matrices.
IEEE Signal Process. Lett.
Ioana Ilea, Lionel Bombrun, Romulus Terebes, Monica Borda, Christian Germain
2016 — conf
An M-estimator for robust centroid estimation on the manifold of covariance matrices: Performance analysis and application to image classification.
EUSIPCO
Ioana Ilea, Hatem Hajri, Salem Said, Lionel Bombrun, Christian Germain, Yannick Berthoumieu
2016 Misc conf
Classification of hyperspectral data with ensemble of subspace ICA and edge-preserving filtering.
ICASSP
Junshi Xia, Lionel Bombrun, Tülay Adali, Yannick Berthoumieu, Christian Germain
2016 B conf
Multiple features learning via rotation strategy.
ICIP
Junshi Xia, Lionel Bombrun, Yannick Berthoumieu, Christian Germain
2016 J jnl
Riemannian Laplace Distribution on the Space of Symmetric Positive Definite Matrices.
Entropy
Hatem Hajri, Ioana Ilea, Salem Said, Lionel Bombrun, Yannick Berthoumieu
2016 J jnl
Spectral-Spatial Classification of Hyperspectral Images Using ICA and Edge-Preserving Filter via an Ensemble Strategy.
IEEE Trans. Geosci. Remote. Sens.
Junshi Xia, Lionel Bombrun, Tülay Adali, Yannick Berthoumieu, Christian Germain
2016 C conf
Spectral-spatial Rotation Forest for hyperspectral image classification.
IGARSS
Junshi Xia, Lionel Bombrun, Yannick Berthoumieu, Christian Germain, Peijun Du
2016 J jnl
Supervised Classification of Very High Resolution Optical Images Using Wavelet-Based Textural Features.
IEEE Trans. Geosci. Remote. Sens.
Olivier Regniers, Lionel Bombrun, Virginie Lafon, Christian Germain
2016 — conf
Texture image classification with Riemannian fisher vectors issued from a Laplacian model.
IVMSP
Ioana Ilea, Lionel Bombrun, Christian Germain, Yannick Berthoumieu
2016 B conf
Texture image classification with Riemannian fisher vectors.
ICIP
Ioana Ilea, Lionel Bombrun, Christian Germain, Romulus Terebes, Monica Borda, Yannick Berthoumieu
2016 C conf
Texture retrieval from very high resolution remote sensing images using local extrema-based descriptors.
IGARSS
Minh-Tan Pham, Grégoire Mercier, Olivier Regniers, Lionel Bombrun, Julien Michel
2015 J jnl
A New Riemannian Averaged Fixed-Point Algorithm for MGGD Parameter Estimation.
IEEE Signal Process. Lett.
Zois Boukouvalas, Salem Said, Lionel Bombrun, Yannick Berthoumieu, Tülay Adali
2015 C conf
Classification of oyster habitats by combining wavelet-based texture features and polarimetric SAR descriptors.
IGARSS
Olivier Regniers, Lionel Bombrun, Ioana Ilea, Virginie Lafon, Christian Germain
2015 C conf
Statistical hypothesis test for maritime pine forest SAR images classification based on the geodesic distance.
IGARSS
Ioana Ilea, Lionel Bombrun, Christian Germain, Isabelle Champion, Romulus Terebes, Monica Borda
2015 B conf
Statistical hypothesis test for robust classification on the space of covariance matrices.
ICIP
Ioana Ilea, Lionel Bombrun, Christian Germain, Romulus Terebes, Monica Borda
2015 — conf
Texture Classification Using Rao's Distance on the Space of Covariance Matrices.
GSI
Salem Said, Lionel Bombrun, Yannick Berthoumieu
2015 B conf
Texture classification using Rao's distance: An EM algorithm on the poincaré half plane.
ICIP
Salem Said, Lionel Bombrun, Yannick Berthoumieu
2015 C conf
Texture-based forest cover classification using random forests and ensemble margin.
IGARSS
Samia Boukir, Olivier Regniers, Li Guo, Lionel Bombrun, Christian Germain
2015 J jnl
Wavelet-Based Texture Features for the Classification of Age Classes in a Maritime Pine Forest.
IEEE Geosci. Remote. Sens. Lett.
Olivier Regniers, Lionel Bombrun, Dominique Guyon, Jean-Charles Samalens, Christian Germain
2014 Misc conf
Intrinsic prior for Bayesian classification of texture images.
ICASSP
Aurelien Jean Schutz, Lionel Bombrun, Yannick Berthoumieu
2014 J jnl
New Riemannian Priors on the Univariate Normal Model.
Entropy
Salem Said, Lionel Bombrun, Yannick Berthoumieu
2014 C conf
Wavelet based texture modeling for panchromatic very high resolution image classification: Application to oyster racks detection.
IGARSS
Olivier Regniers, Lionel Bombrun, Virginie Lafon, Aurélie Dehouck, Claire Tinel, Christian Germain
2014 C conf
Wavelet based texture modeling for the classification of very high resolution maritime pine forest images.
IGARSS
Olivier Regniers, Lionel Bombrun, Dominique Guyon, Jean-Charles Samalens, Claire Tinel, Gilbert Grenier, Christian Germain
2013 B conf
Centroid-based texture classification using the SIRV representation.
ICIP
Aurelien J. Schutz, Lionel Bombrun, Yannick Berthoumieu
2013 — conf
Centroid-based texture classification using the generalized Gamma distribution.
EUSIPCO
Aurelien J. Schutz, Lionel Bombrun, Yannick Berthoumieu, Mohamed Najim
2013 — conf
K-Centroids-Based Supervised Classification of Texture Images Using the SIRV Modeling.
GSI
Aurelien J. Schutz, Lionel Bombrun, Yannick Berthoumieu
2013 Misc conf
K-centroids-based supervised classification of texture images: Handling the intra-class diversity.
ICASSP
Aurelien J. Schutz, Lionel Bombrun, Yannick Berthoumieu
2013 J jnl
Parameter Estimation For Multivariate Generalized Gaussian Distributions.
IEEE Trans. Signal Process.
Frédéric Pascal, Lionel Bombrun, Jean-Yves Tourneret, Yannick Berthoumieu
2013 C conf
Texture based image retrieval and classification of very high resolution maritime pine forest images.
IGARSS
Olivier Regniers, Jean-Pierre Da Costa, Gilbert Grenier, Christian Germain, Lionel Bombrun
2012 B conf
Multivariate texture retrieval using the Kullback-Leibler divergence between bivariate generalized Gamma times an Uniform distribution.
ICIP
Lionel Bombrun, Yannick Berthoumieu
2012 Misc conf
Performance of the maximum likelihood estimators for the parameters of multivariate generalized Gaussian distributions.
ICASSP
Lionel Bombrun, Frédéric Pascal, Jean-Yves Tourneret, Yannick Berthoumieu
2011 J jnl
Displacement Estimation by Maximum-Likelihood Texture Tracking.
IEEE J. Sel. Top. Signal Process.
Olivier Harant, Lionel Bombrun, Gabriel Vasile, Laurent Ferro-Famil, Michel Gay
2011 J jnl
Hierarchical Segmentation of Polarimetric SAR Images Using Heterogeneous Clutter Models.
IEEE Trans. Geosci. Remote. Sens.
Lionel Bombrun, Gabriel Vasile, Michel Gay, Felix Totir
2011 J jnl
Monitoring Temperate Glacier Displacement by Multi-Temporal TerraSAR-X Images and Continuous GPS Measurements.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Renaud Fallourd, Olivier Harant, Emmanuel Trouvé, Jean-Marie Nicolas, Michel Gay, Andrea Walpersdorf, Jean-Louis Mugnier, Jonathan Serafini, Diana Rosu, Lionel Bombrun, Gabriel Vasile, Nathalie Cotte, Flavien Vernier, Florence Tupin, Luc Moreau, Philippe Bolon
2011 Misc conf
Multivariate texture retrieval using the SIRV representation and the geodesic distance.
ICASSP
Lionel Bombrun, Noureddine Lasmar, Yannick Berthoumieu, Geert Verdoolaege
2011 B conf
Multivariate texture retrieval using the geodesic distance between elliptically distributed random variables.
ICIP
Lionel Bombrun, Yannick Berthoumieu, Noureddine Lasmar, Geert Verdoolaege
2010 C conf
Extension of the Target Scattering Vector Model to the bistatic case.
IGARSS
Lionel Bombrun
2010 C conf
Maximum Likelihood texture tracking in highly heterogeneous PolSAR clutter.
IGARSS
Olivier Harant, Lionel Bombrun, Gabriel Vasile, Laurent Ferro-Famil, Michel Gay
2010 C conf
PolSAR images characterization through Blind Sources Separation techniques.
IGARSS
Felix Totir, Gabriel Vasile, Lionel Bombrun, Michel Gay
2010 C conf
Roll invariant target detection based on PolSAR clutter models.
IGARSS
Lionel Bombrun, Gabriel Vasile, Michel Gay, Jean Philippe Ovarlez, Frédéric Pascal
2009 J jnl
DEM Error Retrieval by Analyzing Time Series of Differential Interferograms.
IEEE Geosci. Remote. Sens. Lett.
Lionel Bombrun, Michel Gay, Emmanuel Trouvé, Gabriel Vasile, Jérôme I. Mars
2009 — conf
Hierarchical Segmentation of Polarimetric SAR Images using Heterogeneous Clutter Models.
IGARSS (3)
Lionel Bombrun, Jean-Marie Beaulieu, Gabriel Vasile, Jean Philippe Ovarlez, Frédéric Pascal, Michel Gay
2009 — conf
Preliminary Terrasar-X Observations for Temperate Glaciers on the Chamonix Mont Blanc Test Site.
IGARSS (2)
Olivier Harant, Renaud Fallourd, Lionel Bombrun, Michel Gay, Emmanuel Trouvé, Gabriel Vasile, Jean-Marie Nicolas
2008 — —
Développement d'outils et de méthodes de télédétection spatiale optique et radar nécessaires à la haute résolution spatiale.
Lionel Bombrun
2008 J jnl
Fisher Distribution for Texture Modeling of Polarimetric SAR Data.
IEEE Geosci. Remote. Sens. Lett.
Lionel Bombrun, Jean-Marie Beaulieu
2008 — conf
Normalized Coherency Matrix Estimation Under the SIRV Model. Alpine Glacier Polsar Data Analysis.
IGARSS (1)
Gabriel Vasile, Jean Philippe Ovarlez, Frédéric Pascal, Celine Tison, Lionel Bombrun, Michel Gay, Emmanuel Trouvé
2008 — conf
Segmentation of Polarimetric SAR Data based on the Fisher Distribution for Texture Modeling.
IGARSS (5)
Lionel Bombrun, Jean-Marie Beaulieu
2007 C conf
Coherent-stable scatterers detection in SAR multi-interferograms: Feature fuzzy fusion in Alpine glacier geophysical context.
IGARSS
Gabriel Vasile, Emmanuel Trouvé, Lionel Valet, Jean-Marie Nicolas, Lionel Bombrun, Michel Gay, Ivan Pétillot, Philippe Bolon, Vasile Buzuloiu
2007 J jnl
Combining Airborne Photographs and Spaceborne SAR Data to Monitor Temperate Glaciers: Potentials and Limits.
IEEE Trans. Geosci. Remote. Sens.
Emmanuel Trouvé, Gabriel Vasile, Michel Gay, Lionel Bombrun, Pierre Grussenmeyer, Tania Landes, Jean-Marie Nicolas, Philippe Bolon, Ivan Pétillot, Andreea Julea, Lionel Valet, Jocelyn Chanussot, Mathieu Koehl
2007 C conf
Monitoring temperate glaciers by high resolution Pol-InSAR data: First analysis of Argentière E-SAR acquisitions and in-situ measurements.
IGARSS
Tania Landes, Michel Gay, Emmanuel Trouvé, Jean-Marie Nicolas, Lionel Bombrun, Gabriel Vasile, Irena Hajnsek
2006 — conf
Use of statistical hypothesis test for mines detection in SAS imagery.
EUSIPCO
Lionel Bombrun, Frédéric Maussang, Eric Moisan, Alain Hétet
2005 C conf
Airborne remote sensing of vineyards for the detection of dead vine trees.
IGARSS
Jocelyn Chanussot, Patrick Bas, Lionel Bombrun