Lionel Bombrun

发表

Centroid-based texture classification using the SIRV representation

Yannick Berthoumieu, Aurelien J. Schutz, Lionel Bombrun, 2013, 2013 IEEE International Conference on Image Processing.

Wavelet based texture modeling for the classification of very high resolution maritime pine forest images

Christian Germain, Dominique Guyon, Claire Tinel, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

Spectral-Spatial Rotation Forest for Hyperspectral Image Classification

Peijun Du, Christian Germain, Yannick Berthoumieu, 2017, IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens..

Comparison of SIFT Encoded and Deep Learning Features for the Classification and Detection of Esca Disease in Bordeaux Vineyards

Christian Germain, Lionel Bombrun, Florian Rançon, 2018, Remote. Sens..

Riemannian Laplace Distribution on the Space of Symmetric Positive Definite Matrices

Yannick Berthoumieu, Salem Said, Lionel Bombrun, 2016, Entropy.

Texture Classification Using Rao's Distance on the Space of Covariance Matrices

Yannick Berthoumieu, Salem Said, Lionel Bombrun, 2015, GSI.

New Riemannian Priors on the Univariate Normal Model

Yannick Berthoumieu, Salem Said, Lionel Bombrun, 2014, Entropy.

Classification of hyperspectral data with ensemble of subspace ICA and edge-preserving filtering

Tülay Adali, Christian Germain, Yannick Berthoumieu, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Parameter Estimation For Multivariate Generalized Gaussian Distributions

Jean-Yves Tourneret, Yannick Berthoumieu, Lionel Bombrun, 2013, IEEE Transactions on Signal Processing.

Wavelet-Based Texture Features for the Classification of Age Classes in a Maritime Pine Forest

Christian Germain, Dominique Guyon, Lionel Bombrun, 2015, IEEE Geoscience and Remote Sensing Letters.

An M-Estimator for Robust Centroid Estimation on the Manifold of Covariance Matrices

Christian Germain, Yannick Berthoumieu, Salem Said, 2016, IEEE Signal Processing Letters.

Multiple features learning via rotation strategy

Christian Germain, Yannick Berthoumieu, Lionel Bombrun, 2016, 2016 IEEE International Conference on Image Processing (ICIP).

Développement d'outils et de méthodes de télédétection spatiale optique et radar nécessaires à la haute résolution spatiale

Lionel Bombrun, Lionel Bombrun, 2008 .

Normalized Coherency Matrix Estimation Under the SIRV Model. Alpine Glacier Polsar Data Analysis

Gabriel Vasile, Emmanuel Trouvé, Celine Tison, 2008, IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium.

Displacement Estimation by Maximum-Likelihood Texture Tracking

Laurent Ferro-Famil, Gabriel Vasile, Lionel Bombrun, 2011, IEEE Journal of Selected Topics in Signal Processing.

Extension of the Target Scattering Vector Model to the bistatic case

Lionel Bombrun, 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

Cluster Kernel For Learning Similarities Between Symmetric Positive Definite Matrix Time Series

Christian Germain, Yannick Berthoumieu, Lionel Bombrun, 2020, 2020 IEEE International Conference on Image Processing (ICIP).

Texture and Color-based Image Retrieval Using the Local Extrema Features and Riemannian Distance pdf

Julien Michel, Lionel Bombrun, Minh-Tan Pham, 2016, ArXiv.

Use of statistical hypothesis test for mines detection in SAS imagery

Lionel Bombrun, Frédéric Maussang, Alain Hétet, 2006, 2006 14th European Signal Processing Conference.

Texture classification using Rao's distance: An EM algorithm on the poincaré half plane

Yannick Berthoumieu, Salem Said, Lionel Bombrun, 2015, 2015 IEEE International Conference on Image Processing (ICIP).

Heterogeneous Clutter Models for Change Detection in PolSAR Imagery

Gabriel Vasile, Lionel Bombrun, Xuan-Vu Phan, 2011 .

PolSAR images characterization through Blind Sources Separation techniques

Gabriel Vasile, Lionel Bombrun, Felix Totir, 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

Texture image classification with Riemannian fisher vectors issued from a Laplacian model

Christian Germain, Yannick Berthoumieu, Lionel Bombrun, 2016, 2016 IEEE 12th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP).

Hierarchical segmentation of Polarimetric SAR images using heterogeneous clutter models

Gabriel Vasile, Lionel Bombrun, Frédéric Pascal, 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium.

K-Centroids-Based Supervised Classification of Texture Images Using the SIRV Modeling

Yannick Berthoumieu, Aurelien J. Schutz, Lionel Bombrun, 2013, GSI.

A New Riemannian Averaged Fixed-Point Algorithm for MGGD Parameter Estimation

Tülay Adali, Yannick Berthoumieu, Salem Said, 2015, IEEE Signal Processing Letters.

Wavelet based texture modeling for panchromatic very high resolution image classification: Application to oyster racks detection

Christian Germain, Claire Tinel, Lionel Bombrun, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

Intrinsic prior for Bayesian classification of texture images

Yannick Berthoumieu, Aurelien J. Schutz, Lionel Bombrun, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Coherent-stable scatterers detection in SAR multi-interferograms: Feature fuzzy fusion in Alpine glacier geophysical context

Gabriel Vasile, Philippe Bolon, Jean-Marie Nicolas, 2007, 2007 IEEE International Geoscience and Remote Sensing Symposium.

Polarimetric radar image classication using directional diffusion and descriptive statistics

Christian Germain, Romulus Terebes, Monica Borda, 2018 .

Monitoring Temperate Glacier Displacement by Multi-Temporal TerraSAR-X Images and Continuous GPS Measurements

Gabriel Vasile, Philippe Bolon, Jean-Marie Nicolas, 2011, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

K-centroids-based supervised classification of texture images: Handling the intra-class diversity

Yannick Berthoumieu, Aurelien J. Schutz, Lionel Bombrun, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Covariance Matrices Encoding Based on the Log-Euclidean and Affine Invariant Riemannian Metrics

Yannick Berthoumieu, Salem Said, Lionel Bombrun, 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

Potential of High-Resolution Pléiades Imagery to Monitor Salt Marsh Evolution After Spartina Invasion

Frédéric Frappart, Lionel Bombrun, Bertrand Lubac, 2019, Remote. Sens..

A geometric learning approach on the space of complex covariance matrices

Yannick Berthoumieu, Salem Said, Lionel Bombrun, 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Multivariate texture retrieval using the geodesic distance between elliptically distributed random variables

Yannick Berthoumieu, Lionel Bombrun, Geert Verdoolaege, 2011, 2011 18th IEEE International Conference on Image Processing.

Texture based image retrieval and classification of very high resolution maritime pine forest images

Jean-Pierre Da Costa, Christian Germain, Lionel Bombrun, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

Combining Airborne Photographs and Spaceborne SAR Data to Monitor Temperate Glaciers: Potentials and Limits

Jocelyn Chanussot, Gabriel Vasile, Philippe Bolon, 2007, IEEE Transactions on Geoscience and Remote Sensing.

Segmentation of Polarimetric SAR Data based on the Fisher Distribution for Texture Modeling

Lionel Bombrun, Jean-Marie Beaulieu, 2008, IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium.

Preliminary Terrasar-X observations for temperate glaciers on the Chamonix Mont Blanc test site

Gabriel Vasile, Jean-Marie Nicolas, Emmanuel Trouvé, 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium.

Statistical hypothesis test for maritime pine forest SAR images classification based on the geodesic distance

Christian Germain, Romulus Terebes, Monica Borda, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Ensemble Learning Approaches Based on Covariance Pooling of CNN Features for High Resolution Remote Sensing Scene Classification

Christian Germain, Yannick Berthoumieu, Junshi Xia, 2020, Remote. Sens..

Segmentation d'images polarimétriques basée sur le modèle SIRV et la distribution de KummerU

Gabriel Vasile, Lionel Bombrun, 2009 .

Monitoring temperate glaciers by high resolution Pol-InSAR data: First analysis of Argentière E-SAR acquisitions and in-situ measurements

Irena Hajnsek, Gabriel Vasile, Jean-Marie Nicolas, 2007, 2007 IEEE International Geoscience and Remote Sensing Symposium.

Maximum Likelihood texture tracking in highly heterogeneous PolSAR clutter

Laurent Ferro-Famil, Gabriel Vasile, Lionel Bombrun, 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

Co-occurrence Matrix of Covariance Matrices: A Novel Coding Model for the Classification of Texture Images

Yannick Berthoumieu, Salem Said, Lionel Bombrun, 2017, GSI.

Structure Tensor Riemannian Statistical Models for CBIR and Classification of Remote Sensing Images

Marc Donias, Jean-Pierre Da Costa, Salem Said, 2017, IEEE Transactions on Geoscience and Remote Sensing.

Multivariate texture retrieval using the Kullback-Leibler divergence between bivariate generalized Gamma times an Uniform distribution

Yannick Berthoumieu, Lionel Bombrun, Y. Berthoumieu, 2012, 2012 19th IEEE International Conference on Image Processing.

Statistical hypothesis test for robust classification on the space of covariance matrices

Christian Germain, Romulus Terebes, Monica Borda, 2015, 2015 IEEE International Conference on Image Processing (ICIP).

Roll invariant target detection based on PolSAR clutter models

Gabriel Vasile, Lionel Bombrun, Frédéric Pascal, 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

Texture retrieval from very high resolution remote sensing images using local extrema-based descriptors

Julien Michel, Grégoire Mercier, Lionel Bombrun, 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Classification approach based on the product of riemannian manifolds from Gaussian parametrization space

Christian Germain, Yannick Berthoumieu, Salem Said, 2017, 2017 IEEE International Conference on Image Processing (ICIP).

Image classification based on log-Euclidean Fisher Vectors for covariance matrix descriptors

Charles Yaacoub, Christian Germain, Yannick Berthoumieu, 2018, 2018 Eighth International Conference on Image Processing Theory, Tools and Applications (IPTA).

Riemannian Gaussian Distributions on the Space of Symmetric Positive Definite Matrices

Jonathan H. Manton, Yannick Berthoumieu, Salem Said, 2015, IEEE Transactions on Information Theory.

Hierarchical Segmentation of Polarimetric SAR Images Using Heterogeneous Clutter Models

Gabriel Vasile, Lionel Bombrun, Felix Totir, 2011, IEEE Transactions on Geoscience and Remote Sensing.

Supervised Classification of Very High Resolution Optical Images Using Wavelet-Based Textural Features

Christian Germain, Lionel Bombrun, Olivier Regniers, 2016, IEEE Transactions on Geoscience and Remote Sensing.

Gaussian Distributions on Riemannian Symmetric Spaces: Statistical Learning With Structured Covariance Matrices

Baba C. Vemuri, Salem Said, Lionel Bombrun, 2016, IEEE Transactions on Information Theory.

Classification of Atlantic Coastal Sand Dune Vegetation Using In Situ, UAV, and Airborne Hyperspectral Data

Lionel Bombrun, Patrick Launeau, Bertrand Lubac, 2020, Remote. Sens..

Fisher Vector Coding for Covariance Matrix Descriptors Based on the Log-Euclidean and Affine Invariant Riemannian Metrics

Yannick Berthoumieu, Salem Said, Lionel Bombrun, 2018, J. Imaging.

Airborne remote sensing of vineyards for the detection of dead vine trees

Jocelyn Chanussot, Patrick Bas, Lionel Bombrun, 2005, Proceedings. 2005 IEEE International Geoscience and Remote Sensing Symposium, 2005. IGARSS '05..

Color Texture Image Retrieval Based on Local Extrema Features and Riemannian Distance

Grégoire Mercier, Lionel Bombrun, Minh-Tan Pham, 2017, J. Imaging.

Texture image classification with Riemannian fisher vectors

Christian Germain, Romulus Terebes, Monica Borda, 2016, 2016 IEEE International Conference on Image Processing (ICIP).

Performance of the maximum likelihood estimators for the parameters of multivariate generalized Gaussian distributions

Jean-Yves Tourneret, Yannick Berthoumieu, Lionel Bombrun, 2012, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

DEM Error Retrieval by Analyzing Time Series of Differential Interferograms

Gabriel Vasile, Emmanuel Trouvé, Jérôme I. Mars, 2009, IEEE Geoscience and Remote Sensing Letters.

Classification of oyster habitats by combining wavelet-based texture features and polarimetric SAR descriptors

Christian Germain, Lionel Bombrun, Ioana Ilea, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

An M-Estimator for Robust Centroid Estimation on the Manifold of Covariance Matrices

Christian Germain, Romulus Terebes, Monica Borda, 2016, IEEE Signal Processing Letters.

Fisher Distribution for Texture Modeling of Polarimetric SAR Data

Lionel Bombrun, Jean-Marie Beaulieu, 2008, IEEE Geoscience and Remote Sensing Letters.

Centroid-based texture classification using the generalized Gamma distribution

Mohamed Najim, Yannick Berthoumieu, Aurelien J. Schutz, 2013, 21st European Signal Processing Conference (EUSIPCO 2013).

Spectral–Spatial Rotation Forest for Hyperspectral Image Classification

Peijun Du, Christian Germain, Yannick Berthoumieu, 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Spectral–Spatial Classification of Hyperspectral Images Using ICA and Edge-Preserving Filter via an Ensemble Strategy

Tülay Adali, Christian Germain, Yannick Berthoumieu, 2016, IEEE Transactions on Geoscience and Remote Sensing.

Multivariate texture retrieval using the SIRV representation and the geodesic distance

Yannick Berthoumieu, Lionel Bombrun, Geert Verdoolaege, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Content-based image retrieval: Colorfulness and Depth visual perception quantification

Thierry Urruty, Philippe Carré, Lionel Bombrun, 2021, 2021 International Conference on Content-Based Multimedia Indexing (CBMI).

Warped Riemannian Metrics for Location-Scale Models

Yannick Berthoumieu, Salem Said, Lionel Bombrun, 2018, Geometric Structures of Information.

Feature detection in POLinSAR images by an interactive fuzzy fusion approach. Application to glacier monitoring

Gabriel Vasile, Philippe Bolon, Jean-Marie Nicolas, 2007 .

Fisher PDF for Maximum Likelihood Texture Tracking with High Resolution PolSAR Data

Laurent Ferro-Famil, Gabriel Vasile, Jean-Marie Nicolas, 2010 .

Roll-invariant target decomposition in bistatic polarimetric SAR imagery

Lionel Bombrun, L. Bombrun, 2011 .

Change detection in remote sensing observations

Gregoire Mercier, Emmanuel Trouvé, Stéphane Derrode, 2010 .

A Complete Coverage of Log-Cumulant Space in Terms of Distributions for Polarimetric SAR Data

Stian Normann Anfinsen, Lionel Bombrun, Olivier Harant, 2011 .

Monitoring temperate glaciers: combined use of multi-date TerraSAR-X images and continous GPS measurements

Gabriel Vasile, Philippe Bolon, Jean-Marie Nicolas, 2009 .

SEGMENTATION AND CLASSIFICATION OF POLARIMETRIC SAR DATA BASED ON THE KUMMERU DISTRIBUTION

Emmanuel Trouvé, Florence Tupin, Lionel Bombrun, 2009 .

Monitoring alpine glacier activity by a combined use of terrasar-x images and continuous gps measurements - the argentière glacier experiment

Irena Hajnsek, Philippe Bolon, Jean-Marie Nicolas, 2008 .

Bistatic Polarimetric SAR Decomposition in Terms of Roll-Invariant Parameters

Lionel Bombrun, 2011 .

SEGMENTATION OF POLARIMETRIC SARDATA BASED ON THE FISHER DISTRIBUTIONFOR TEXTURE MODELING

Lionel Bombrun, J.-M. Beaulieu, Grenoble ImageParole Signal, 2008 .