Lionel Bombrun

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 44

Top Venues

Grenoble Institute of Technology, France (PHD)

Education History

Grenoble Institute of Technology, France

PHD

Publications

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)
Paul Melki, Lionel Bombrun, Boubacar Diallo, Jérôme Dias, Jean-Pierre Da Costa
Group-Conditional Conformal Prediction via Quantile Regression Calibration for Crop and Weed Classification. CoRR (2023)
Paul Melki, Lionel Bombrun, Boubacar Diallo, Jérôme Dias, Jean-Pierre Da Costa
Group-Conditional Conformal Prediction via Quantile Regression Calibration for Crop and Weed Classification. ICCV (Workshops) (2023)
Sara Akodad, Lionel Bombrun, Christian Germain, Yannick Berthoumieu
A Gaussian mixture model with multiple tangent planes. EUSIPCO (2023)
Paul Melki, Lionel Bombrun, Estelle Millet, Boubacar Diallo, Hakim Elchaoui Elghor, Jean-Pierre Da Costa
Exploratory Analysis on Pixelwise Image Segmentation Metrics with an Application in Proximal Sensing. Remote. Sens. 14 (4) (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)
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)
Solène Vilfroy, Thierry Urruty, Philippe Carré, Lionel Bombrun, Arnaud Bour
Content-based image retrieval: Colorfulness and Depth visual perception quantification. CBMI (2021)
Quentin Laporte-Fauret, Bertrand Lubac, Bruno Castelle, Richard Michalet, Vincent Marieu, Lionel Bombrun, Patrick Launeau, Manuel Giraud, Cassandra Normandin, David Rosebery
Classification of Atlantic Coastal Sand Dune Vegetation Using In Situ, UAV, and Airborne Hyperspectral Data. Remote. Sens. 12 (14) (2020)
Sara Akodad, Lionel Bombrun, Yannick Berthoumieu, Christian Germain
Cluster Kernel For Learning Similarities Between Symmetric Positive Definite Matrix Time Series. ICIP (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)
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)
Florian Rançon, Lionel Bombrun, Barna Keresztes, Christian Germain
Comparison of SIFT Encoded and Deep Learning Features for the Classification and Detection of Esca Disease in Bordeaux Vineyards. Remote. Sens. 11 (1) (2019)
Bárbara Proença, Frédéric Frappart, Bertrand Lubac, Vincent Marieu, Bertrand Ygorra, Lionel Bombrun, Richard Michalet, Aldo Sottolichio
Invasion. Remote. Sens. 11 (8) (2019)
Salem Said, Hatem Hajri, Lionel Bombrun, Baba C. Vemuri
Gaussian Distributions on Riemannian Symmetric Spaces: Statistical Learning With Structured Covariance Matrices. IEEE Trans. Inf. Theory 64 (2) (2018)
Ioana Ilea, Lionel Bombrun, Salem Said, Yannick Berthoumieu
Covariance Matrices Encoding Based on the Log-Euclidean and Affine Invariant Riemannian Metrics. CVPR Workshops (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)
Yannick Berthoumieu, Lionel Bombrun, Christian Germain, Salem Said
Classification approach based on the product of riemannian manifolds from Gaussian parametrization space. ICIP (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)
Roxana-Gabriela Rosu, Marc Donias, Lionel Bombrun, Salem Said, Olivier Regniers, Jean-Pierre Da Costa
Structure Tensor Riemannian Statistical Models for CBIR and Classification of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 55 (1) (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)
Minh-Tan Pham, Grégoire Mercier, Lionel Bombrun
Color Texture Image Retrieval Based on Local Extrema Features and Riemannian Distance. J. Imaging 3 (4) (2017)
Olivier Regniers, Lionel Bombrun, Virginie Lafon, Christian Germain
Supervised Classification of Very High Resolution Optical Images Using Wavelet-Based Textural Features. IEEE Trans. Geosci. Remote. Sens. 54 (6) (2016)
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)
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)
Minh-Tan Pham, Grégoire Mercier, Olivier Regniers, Lionel Bombrun, Julien Michel
Texture retrieval from very high resolution remote sensing images using local extrema-based descriptors. IGARSS (2016)
Ioana Ilea, Lionel Bombrun, Christian Germain, Romulus Terebes, Monica Borda, Yannick Berthoumieu
Texture image classification with Riemannian fisher vectors. ICIP (2016)
Ioana Ilea, Lionel Bombrun, Romulus Terebes, Monica Borda, Christian Germain
An M-Estimator for Robust Centroid Estimation on the Manifold of Covariance Matrices. IEEE Signal Process. Lett. 23 (9) (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)
Junshi Xia, Lionel Bombrun, Yannick Berthoumieu, Christian Germain
Multiple features learning via rotation strategy. ICIP (2016)
Olivier Regniers, Lionel Bombrun, Dominique Guyon, Jean-Charles Samalens, Christian Germain
Wavelet-Based Texture Features for the Classification of Age Classes in a Maritime Pine Forest. IEEE Geosci. Remote. Sens. Lett. 12 (3) (2015)
Samia Boukir, Olivier Regniers, Li Guo, Lionel Bombrun, Christian Germain
Texture-based forest cover classification using random forests and ensemble margin. IGARSS (2015)
Olivier Regniers, Lionel Bombrun, Ioana Ilea, Virginie Lafon, Christian Germain
Classification of oyster habitats by combining wavelet-based texture features and polarimetric SAR descriptors. IGARSS (2015)
Ioana Ilea, Lionel Bombrun, Christian Germain, Romulus Terebes, Monica Borda
Statistical hypothesis test for robust classification on the space of covariance matrices. ICIP (2015)
Salem Said, Lionel Bombrun, Yannick Berthoumieu
Texture classification using Rao's distance: An EM algorithm on the poincaré half plane. ICIP (2015)
Ioana Ilea, Lionel Bombrun, Christian Germain, Isabelle Champion, Romulus Terebes, Monica Borda
Statistical hypothesis test for maritime pine forest SAR images classification based on the geodesic distance. IGARSS (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)
Olivier Regniers, Lionel Bombrun, Virginie Lafon, Aurélie Dehouck, Claire Tinel, Christian Germain
Wavelet based texture modeling for panchromatic very high resolution image classification: Application to oyster racks detection. IGARSS (2014)
Salem Said, Lionel Bombrun, Yannick Berthoumieu
New Riemannian Priors on the Univariate Normal Model. Entropy 16 (7) (2014)
Olivier Regniers, Lionel Bombrun, Dominique Guyon, Jean-Charles Samalens, Claire Tinel, Gilbert Grenier, Christian Germain
Wavelet based texture modeling for the classification of very high resolution maritime pine forest images. IGARSS (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)
Aurelien J. Schutz, Lionel Bombrun, Yannick Berthoumieu
K-centroids-based supervised classification of texture images: Handling the intra-class diversity. ICASSP (2013)
Aurelien J. Schutz, Lionel Bombrun, Yannick Berthoumieu, Mohamed Najim
Centroid-based texture classification using the generalized Gamma distribution. EUSIPCO (2013)
Olivier Regniers, Jean-Pierre Da Costa, Gilbert Grenier, Christian Germain, Lionel Bombrun
Texture based image retrieval and classification of very high resolution maritime pine forest images. IGARSS (2013)
Aurelien J. Schutz, Lionel Bombrun, Yannick Berthoumieu
Centroid-based texture classification using the SIRV representation. ICIP (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)
Lionel Bombrun, Yannick Berthoumieu
Multivariate texture retrieval using the Kullback-Leibler divergence between bivariate generalized Gamma times an Uniform distribution. ICIP (2012)
Lionel Bombrun, Yannick Berthoumieu, Noureddine Lasmar, Geert Verdoolaege
Multivariate texture retrieval using the geodesic distance between elliptically distributed random variables. ICIP (2011)
Lionel Bombrun, Gabriel Vasile, Michel Gay, Felix Totir
Hierarchical Segmentation of Polarimetric SAR Images Using Heterogeneous Clutter Models. IEEE Trans. Geosci. Remote. Sens. 49 (2) (2011)
Lionel Bombrun, Noureddine Lasmar, Yannick Berthoumieu, Geert Verdoolaege
Multivariate texture retrieval using the SIRV representation and the geodesic distance. ICASSP (2011)
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
Monitoring Temperate Glacier Displacement by Multi-Temporal TerraSAR-X Images and Continuous GPS Measurements. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 4 (2) (2011)
Olivier Harant, Lionel Bombrun, Gabriel Vasile, Laurent Ferro-Famil, Michel Gay
Displacement Estimation by Maximum-Likelihood Texture Tracking. IEEE J. Sel. Top. Signal Process. 5 (3) (2011)
Felix Totir, Gabriel Vasile, Lionel Bombrun, Michel Gay
PolSAR images characterization through Blind Sources Separation techniques. IGARSS (2010)
Lionel Bombrun
Extension of the Target Scattering Vector Model to the bistatic case. IGARSS (2010)
Lionel Bombrun, Gabriel Vasile, Michel Gay, Jean Philippe Ovarlez, Frédéric Pascal
Roll invariant target detection based on PolSAR clutter models. IGARSS (2010)
Olivier Harant, Lionel Bombrun, Gabriel Vasile, Laurent Ferro-Famil, Michel Gay
Maximum Likelihood texture tracking in highly heterogeneous PolSAR clutter. IGARSS (2010)
Lionel Bombrun, Michel Gay, Emmanuel Trouvé, Gabriel Vasile, Jérôme I. Mars
DEM Error Retrieval by Analyzing Time Series of Differential Interferograms. IEEE Geosci. Remote. Sens. Lett. 6 (4) (2009)
Olivier Harant, Renaud Fallourd, Lionel Bombrun, Michel Gay, Emmanuel Trouvé, Gabriel Vasile, Jean-Marie Nicolas
Preliminary Terrasar-X Observations for Temperate Glaciers on the Chamonix Mont Blanc Test Site. IGARSS (2) (2009)
Lionel Bombrun, Jean-Marie Beaulieu, Gabriel Vasile, Jean Philippe Ovarlez, Frédéric Pascal, Michel Gay
Hierarchical Segmentation of Polarimetric SAR Images using Heterogeneous Clutter Models. IGARSS (3) (2009)
Gabriel Vasile, Jean Philippe Ovarlez, Frédéric Pascal, Celine Tison, Lionel Bombrun, Michel Gay, Emmanuel Trouvé
Normalized Coherency Matrix Estimation Under the SIRV Model. Alpine Glacier Polsar Data Analysis. IGARSS (1) (2008)
Lionel Bombrun, Jean-Marie Beaulieu
Segmentation of Polarimetric SAR Data based on the Fisher Distribution for Texture Modeling. IGARSS (5) (2008)
Lionel Bombrun, Jean-Marie Beaulieu
Fisher Distribution for Texture Modeling of Polarimetric SAR Data. IEEE Geosci. Remote. Sens. Lett. 5 (3) (2008)
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
Combining Airborne Photographs and Spaceborne SAR Data to Monitor Temperate Glaciers: Potentials and Limits. IEEE Trans. Geosci. Remote. Sens. 45 (4) (2007)
Gabriel Vasile, Emmanuel Trouvé, Lionel Valet, Jean-Marie Nicolas, Lionel Bombrun, Michel Gay, Ivan Pétillot, Philippe Bolon, Vasile Buzuloiu
Coherent-stable scatterers detection in SAR multi-interferograms: Feature fuzzy fusion in Alpine glacier geophysical context. IGARSS (2007)
Tania Landes, Michel Gay, Emmanuel Trouvé, Jean-Marie Nicolas, Lionel Bombrun, Gabriel Vasile, Irena Hajnsek
Monitoring temperate glaciers by high resolution Pol-InSAR data: First analysis of Argentière E-SAR acquisitions and in-situ measurements. IGARSS (2007)
Lionel Bombrun, Frédéric Maussang, Eric Moisan, Alain Hétet
Use of statistical hypothesis test for mines detection in SAS imagery. EUSIPCO (2006)
Jocelyn Chanussot, Patrick Bas, Lionel Bombrun
Airborne remote sensing of vineyards for the detection of dead vine trees. IGARSS (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

Lionel Bombrun