Airborne remote sensing of vineyards for the detection of dead vine trees. - Jocelyn Chanussot; Patrick Bas; Lionel Bombrun (IGARSS, 2005)

Use of statistical hypothesis test for mines detection in SAS imagery. - Lionel Bombrun; Frédéric Maussang; Eric Moisan; Alain Hétet (EUSIPCO, 2006)

Monitoring temperate glaciers by high resolution Pol-InSAR data: First analysis of Argentière E-SAR acquisitions and in-situ measurements. - Tania Landes; Michel Gay; Emmanuel Trouvé; Jean-Marie Nicolas 002; Lionel Bombrun; Gabriel Vasile; Irena Hajnsek (IGARSS, 2007)

Coherent-stable scatterers detection in SAR multi-interferograms: Feature fuzzy fusion in Alpine glacier geophysical context. - Gabriel Vasile; Emmanuel Trouvé; Lionel Valet; Jean-Marie Nicolas 002; Lionel Bombrun; Michel Gay; Ivan Pétillot; Philippe Bolon; Vasile Buzuloiu (IGARSS, 2007)

Combining Airborne Photographs and Spaceborne SAR Data to Monitor Temperate Glaciers: Potentials and Limits. - Emmanuel Trouvé; Gabriel Vasile; Michel Gay; Lionel Bombrun; Pierre Grussenmeyer; Tania Landes; Jean-Marie Nicolas 002; Philippe Bolon; Ivan Pétillot; Andreea Julea; Lionel Valet; Jocelyn Chanussot; et al. (IEEE Trans. Geosci. Remote. Sens., 2007)

Segmentation of Polarimetric SAR Data based on the Fisher Distribution for Texture Modeling. - Lionel Bombrun; Jean-Marie Beaulieu (IGARSS (5), 2008)

Normalized Coherency Matrix Estimation Under the SIRV Model. Alpine Glacier Polsar Data Analysis. - Gabriel Vasile; Jean Philippe Ovarlez; Frédéric Pascal 001; Celine Tison; Lionel Bombrun; Michel Gay; Emmanuel Trouvé (IGARSS (1), 2008)

Fisher Distribution for Texture Modeling of Polarimetric SAR Data. - Lionel Bombrun; Jean-Marie Beaulieu (IEEE Geosci. Remote. Sens. Lett., 2008)

Développement d'outils et de méthodes de télédétection spatiale optique et radar nécessaires à la haute résolution spatiale. - Lionel Bombrun (2008)

Hierarchical Segmentation of Polarimetric SAR Images using Heterogeneous Clutter Models. - Lionel Bombrun; Jean-Marie Beaulieu; Gabriel Vasile; Jean Philippe Ovarlez; Frédéric Pascal 001; Michel Gay (IGARSS (3), 2009)

Preliminary Terrasar-X Observations for Temperate Glaciers on the Chamonix Mont Blanc Test Site. - Olivier Harant; Renaud Fallourd; Lionel Bombrun; Michel Gay; Emmanuel Trouvé; Gabriel Vasile; Jean-Marie Nicolas 002 (IGARSS (2), 2009)

DEM Error Retrieval by Analyzing Time Series of Differential Interferograms. - Lionel Bombrun; Michel Gay; Emmanuel Trouvé; Gabriel Vasile; Jérôme I. Mars (IEEE Geosci. Remote. Sens. Lett., 2009)

Extension of the Target Scattering Vector Model to the bistatic case. - Lionel Bombrun (IGARSS, 2010)

Roll invariant target detection based on PolSAR clutter models. - Lionel Bombrun; Gabriel Vasile; Michel Gay; Jean Philippe Ovarlez; Frédéric Pascal 001 (IGARSS, 2010)

Maximum Likelihood texture tracking in highly heterogeneous PolSAR clutter. - Olivier Harant; Lionel Bombrun; Gabriel Vasile; Laurent Ferro-Famil; Michel Gay (IGARSS, 2010)

PolSAR images characterization through Blind Sources Separation techniques. - Felix Totir; Gabriel Vasile; Lionel Bombrun; Michel Gay (IGARSS, 2010)

Multivariate texture retrieval using the SIRV representation and the geodesic distance. - Lionel Bombrun; Noureddine Lasmar; Yannick Berthoumieu; Geert Verdoolaege (ICASSP, 2011)

Multivariate texture retrieval using the geodesic distance between elliptically distributed random variables. - Lionel Bombrun; Yannick Berthoumieu; Noureddine Lasmar; Geert Verdoolaege (ICIP, 2011)

Displacement Estimation by Maximum-Likelihood Texture Tracking. - Olivier Harant; Lionel Bombrun; Gabriel Vasile; Laurent Ferro-Famil; Michel Gay (IEEE J. Sel. Top. Signal Process., 2011)

Monitoring Temperate Glacier Displacement by Multi-Temporal TerraSAR-X Images and Continuous GPS Measurements. - Renaud Fallourd; Olivier Harant; Emmanuel Trouvé; Jean-Marie Nicolas 002; Michel Gay; Andrea Walpersdorf; Jean-Louis Mugnier; Jonathan Serafini; Diana Rosu; Lionel Bombrun; Gabriel Vasile; Nathalie Cotte; et al. (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2011)

Hierarchical Segmentation of Polarimetric SAR Images Using Heterogeneous Clutter Models. - Lionel Bombrun; Gabriel Vasile; Michel Gay; Felix Totir (IEEE Trans. Geosci. Remote. Sens., 2011)

Performance of the maximum likelihood estimators for the parameters of multivariate generalized Gaussian distributions. - Lionel Bombrun; Frédéric Pascal 001; Jean-Yves Tourneret; Yannick Berthoumieu (ICASSP, 2012)

Multivariate texture retrieval using the Kullback-Leibler divergence between bivariate generalized Gamma times an Uniform distribution. - Lionel Bombrun; Yannick Berthoumieu (ICIP, 2012)

Centroid-based texture classification using the generalized Gamma distribution. - Aurelien J. Schutz; Lionel Bombrun; Yannick Berthoumieu; Mohamed Najim (EUSIPCO, 2013)

K-Centroids-Based Supervised Classification of Texture Images Using the SIRV Modeling. - Aurelien J. Schutz; Lionel Bombrun; Yannick Berthoumieu (GSI, 2013)

K-centroids-based supervised classification of texture images: Handling the intra-class diversity. - Aurelien J. Schutz; Lionel Bombrun; Yannick Berthoumieu (ICASSP, 2013)

Centroid-based texture classification using the SIRV representation. - Aurelien J. Schutz; Lionel Bombrun; Yannick Berthoumieu (ICIP, 2013)

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 (IGARSS, 2013)

Parameter Estimation For Multivariate Generalized Gaussian Distributions. - Frédéric Pascal 001; Lionel Bombrun; Jean-Yves Tourneret; Yannick Berthoumieu (IEEE Trans. Signal Process., 2013)

Intrinsic prior for Bayesian classification of texture images. - Aurelien Jean Schutz; Lionel Bombrun; Yannick Berthoumieu (ICASSP, 2014)

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 (IGARSS, 2014)

Wavelet based texture modeling for panchromatic very high resolution image classification: Application to oyster racks detection. - Olivier Regniers; Lionel Bombrun; Virginie Lafon; Aurélie Dehouck; Claire Tinel; Christian Germain (IGARSS, 2014)

New Riemannian Priors on the Univariate Normal Model. - Salem Said; Lionel Bombrun; Yannick Berthoumieu (Entropy, 2014)

Texture Classification Using Rao's Distance on the Space of Covariance Matrices. - Salem Said; Lionel Bombrun; Yannick Berthoumieu (GSI, 2015)

Statistical hypothesis test for robust classification on the space of covariance matrices. - Ioana Ilea; Lionel Bombrun; Christian Germain; Romulus Terebes; Monica Borda (ICIP, 2015)

Texture classification using Rao's distance: An EM algorithm on the poincaré half plane. - Salem Said; Lionel Bombrun; Yannick Berthoumieu (ICIP, 2015)

Texture-based forest cover classification using random forests and ensemble margin. - Samia Boukir; Olivier Regniers; Li Guo 005; Lionel Bombrun; Christian Germain (IGARSS, 2015)

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 (IGARSS, 2015)

Classification of oyster habitats by combining wavelet-based texture features and polarimetric SAR descriptors. - Olivier Regniers; Lionel Bombrun; Ioana Ilea; Virginie Lafon; Christian Germain (IGARSS, 2015)

Wavelet-Based Texture Features for the Classification of Age Classes in a Maritime Pine Forest. - Olivier Regniers; Lionel Bombrun; Dominique Guyon; Jean-Charles Samalens; Christian Germain (IEEE Geosci. Remote. Sens. Lett., 2015)

A New Riemannian Averaged Fixed-Point Algorithm for MGGD Parameter Estimation. - Zois Boukouvalas; Salem Said; Lionel Bombrun; Yannick Berthoumieu; Tülay Adali (IEEE Signal Process. Lett., 2015)

An M-estimator for robust centroid estimation on the manifold of covariance matrices: Performance analysis and application to image classification. - Ioana Ilea; Hatem Hajri; Salem Said; Lionel Bombrun; Christian Germain; Yannick Berthoumieu (EUSIPCO, 2016)

Classification of hyperspectral data with ensemble of subspace ICA and edge-preserving filtering. - Junshi Xia; Lionel Bombrun; Tülay Adali; Yannick Berthoumieu; Christian Germain (ICASSP, 2016)

Texture image classification with Riemannian fisher vectors. - Ioana Ilea; Lionel Bombrun; Christian Germain; Romulus Terebes; Monica Borda; Yannick Berthoumieu (ICIP, 2016)

Multiple features learning via rotation strategy. - Junshi Xia; Lionel Bombrun; Yannick Berthoumieu; Christian Germain (ICIP, 2016)

Texture retrieval from very high resolution remote sensing images using local extrema-based descriptors. - Minh-Tan Pham; Grégoire Mercier; Olivier Regniers; Lionel Bombrun; Julien Michel (IGARSS, 2016)

Texture image classification with Riemannian fisher vectors issued from a Laplacian model. - Ioana Ilea; Lionel Bombrun; Christian Germain; Yannick Berthoumieu (IVMSP, 2016)

Riemannian Laplace Distribution on the Space of Symmetric Positive Definite Matrices. - Hatem Hajri; Ioana Ilea; Salem Said; Lionel Bombrun; Yannick Berthoumieu (Entropy, 2016)

An M-Estimator for Robust Centroid Estimation on the Manifold of Covariance Matrices. - Ioana Ilea; Lionel Bombrun; Romulus Terebes; Monica Borda; Christian Germain (IEEE Signal Process. Lett., 2016)

Supervised Classification of Very High Resolution Optical Images Using Wavelet-Based Textural Features. - Olivier Regniers; Lionel Bombrun; Virginie Lafon; Christian Germain (IEEE Trans. Geosci. Remote. Sens., 2016)

Spectral-Spatial Classification of Hyperspectral Images Using ICA and Edge-Preserving Filter via an Ensemble Strategy. - Junshi Xia; Lionel Bombrun; Tülay Adali; Yannick Berthoumieu; Christian Germain (IEEE Trans. Geosci. Remote. Sens., 2016)

Co-occurrence Matrix of Covariance Matrices: A Novel Coding Model for the Classification of Texture Images. - Ioana Ilea; Lionel Bombrun; Salem Said; Yannick Berthoumieu (GSI, 2017)

A geometric learning approach on the space of complex covariance matrices. - Hatem Hajri; Salem Said; Lionel Bombrun; Yannick Berthoumieu (ICASSP, 2017)

Classification approach based on the product of riemannian manifolds from Gaussian parametrization space. - Yannick Berthoumieu; Lionel Bombrun; Christian Germain; Salem Said (ICIP, 2017)

Color Texture Image Retrieval Based on Local Extrema Features and Riemannian Distance. - Minh-Tan Pham; Grégoire Mercier; Lionel Bombrun (J. Imaging, 2017)

Spectral-Spatial Rotation Forest for Hyperspectral Image Classification. - Junshi Xia; Lionel Bombrun; Yannick Berthoumieu; Christian Germain; Peijun Du (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Structure Tensor Riemannian Statistical Models for CBIR and Classification of Remote Sensing Images. - Roxana-Gabriela Rosu; Marc Donias; Lionel Bombrun; Salem Said; Olivier Regniers; Jean-Pierre Da Costa (IEEE Trans. Geosci. Remote. Sens., 2017)

Riemannian Gaussian Distributions on the Space of Symmetric Positive Definite Matrices. - Salem Said; Lionel Bombrun; Yannick Berthoumieu; Jonathan H. Manton (IEEE Trans. Inf. Theory, 2017)

Covariance Matrices Encoding Based on the Log-Euclidean and Affine Invariant Riemannian Metrics. - Ioana Ilea; Lionel Bombrun; Salem Said; Yannick Berthoumieu (CVPR Workshops, 2018)

Image classification based on log-Euclidean Fisher Vectors for covariance matrix descriptors. - Sara Akodad; Lionel Bombrun; Charles Yaacoub; Yannick Berthoumieu; Christian Germain (IPTA, 2018)

Fisher Vector Coding for Covariance Matrix Descriptors Based on the Log-Euclidean and Affine Invariant Riemannian Metrics. - Ioana Ilea; Lionel Bombrun; Salem Said; Yannick Berthoumieu (J. Imaging, 2018)

Gaussian Distributions on Riemannian Symmetric Spaces: Statistical Learning With Structured Covariance Matrices. - Salem Said; Hatem Hajri; Lionel Bombrun; Baba C. Vemuri (IEEE Trans. Inf. Theory, 2018)

An ensemble learning approach for the classification of remote sensing scenes based on covariance pooling of CNN features. - Sara Akodad; Solène Vilfroy; Lionel Bombrun; Charles C. Cavalcante; Christian Germain; Yannick Berthoumieu (EUSIPCO, 2019)

Potential of High-Resolution Pléiades Imagery to Monitor Salt Marsh Evolution After Spartina Invasion. - Bárbara Proença; Frédéric Frappart; Bertrand Lubac; Vincent Marieu; Bertrand Ygorra; Lionel Bombrun; Richard Michalet; Aldo Sottolichio (Remote. Sens., 2019)

Comparison of SIFT Encoded and Deep Learning Features for the Classification and Detection of Esca Disease in Bordeaux Vineyards. - Florian Rançon; Lionel Bombrun; Barna Keresztes; Christian Germain (Remote. Sens., 2019)

Cluster Kernel For Learning Similarities Between Symmetric Positive Definite Matrix Time Series. - Sara Akodad; Lionel Bombrun; Yannick Berthoumieu; Christian Germain (ICIP, 2020)

Ensemble Learning Approaches Based on Covariance Pooling of CNN Features for High Resolution Remote Sensing Scene Classification. - Sara Akodad; Lionel Bombrun; Junshi Xia; Yannick Berthoumieu; Christian Germain (Remote. Sens., 2020)

Classification of Atlantic Coastal Sand Dune Vegetation Using In Situ, UAV, and Airborne Hyperspectral Data. - Quentin Laporte-Fauret; Bertrand Lubac; Bruno Castelle; Richard Michalet; Vincent Marieu; Lionel Bombrun; Patrick Launeau; Manuel Giraud; Cassandra Normandin; David Rosebery (Remote. Sens., 2020)

Content-based image retrieval: Colorfulness and Depth visual perception quantification. - Solène Vilfroy; Thierry Urruty; Philippe Carré; Lionel Bombrun; Arnaud Bour (CBMI, 2021)

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 (ICIP, 2022)

Remote Sensing Scene Classification Based on Covariance Pooling of Multi-layer CNN Features Guided by Saliency Maps. - Sara Akodad; Lionel Bombrun; Christian Germain; Yannick Berthoumieu (ICPRAI (1), 2022)

Exploratory Analysis on Pixelwise Image Segmentation Metrics with an Application in Proximal Sensing. - Paul Melki; Lionel Bombrun; Estelle Millet; Boubacar Diallo; Hakim Elchaoui Elghor; Jean-Pierre Da Costa (Remote. Sens., 2022)

A Gaussian mixture model with multiple tangent planes. - Sara Akodad; Lionel Bombrun; Christian Germain; Yannick Berthoumieu (EUSIPCO, 2023)

Group-Conditional Conformal Prediction via Quantile Regression Calibration for Crop and Weed Classification. - Paul Melki; Lionel Bombrun; Boubacar Diallo; Jérôme Dias; Jean-Pierre Da Costa (ICCV (Workshops), 2023)

The Penalized Inverse Probability Measure for Conformal Classification. - Paul Melki; Lionel Bombrun; Boubacar Diallo; Jérôme Dias; Jean-Pierre Da Costa (CVPR Workshops, 2024)

Texture Classification Using RGGD Statistical Model of CNN Feature Maps Encoding. - Zakariae Abbad; Ahmed Drissi El Maliani; Mohammed El Hassouni; Mohamed Tahar Kadaoui Abbassi; Lionel Bombrun; Yannick Berthoumieu (EUSIPCO, 2024)

Riemannian Generalized Gaussian Distributions on the Space of SPD Matrices for Image Classification. - Zakariae Abbad; Ahmed Drissi El Maliani; Mohammed El Hassouni; Mohamed Tahar Kadaoui Abbassi; Lionel Bombrun; Yannick Berthoumieu (IEEE Access, 2024)

A general robust approach for joint modeling of the family of scale mixture of Normal distribution. - Vinícius Silva Osterne Ribeiro; Lionel Bombrun; Juvêncio Santos Nobre; Charles Casimiro Cavalcante; Yannick Berthoumieu (Signal Process., 2024)

Conformal prediction for regression models with asymmetrically distributed errors: application to aircraft navigation during landing maneuver. - Solène Vilfroy; Lionel Bombrun; Thierry Urruty; Florence de Grancey; Jean-Philippe Lebrat; Philippe Carré (Mach. Learn., 2024)

Uncertainty Guarantees on Automated Precision Weeding using Conformal Prediction. - Paul Melki; Lionel Bombrun; Boubacar Diallo; Jérôme Dias; Jean-Pierre Da Costa (CoRR, 2025)

Alternative Cholesky Decomposition and family of scale mixture of Normal distribution: A joint modeling approach. - Vinícius Silva Osterne Ribeiro; Lionel Bombrun; Juvêncio Santos Nobre; Charles Casimiro Cavalcante; Yannick Berthoumieu (Signal Process., 2026)