L. Bombrun

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

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.

Spectral-Spatial Rotation Forest for Hyperspectral Image Classification

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

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.

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 Gaussian Distributions on the Space of Symmetric Positive Definite Matrices

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

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).

A study of pixelwise segmentation metrics using clustering of variables and self-organizing maps

L. Bombrun, J. Da Costa, P. Melki, 2023, Acta Horticulturae.

Exploratory Analysis on Pixelwise Image Segmentation Metrics with an Application in Proximal Sensing

Jean-Pierre Da Costa, Hakim Elchaoui Elghor, L. Bombrun, 2022, Remote. Sens..

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

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

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.

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.

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.

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

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

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

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

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.

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

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

New Riemannian Priors on the Univariate Normal Model

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

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.

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

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

Roll-invariant target decomposition in bistatic polarimetric SAR imagery

Lionel Bombrun, L. Bombrun, 2011 .

Deep Ensemble Learning Model Based on Covariance Pooling of Multi-Layer CNN Features

Y. Berthoumieu, J. Xia, C. Germain, 2022, International Conference on Information Photonics.

Texture image classification with Riemannian fisher vectors

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

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..

An ensemble learning approach for the classification of remote sensing scenes based on covariance pooling of CNN features

Christian Germain, Yannick Berthoumieu, Sara Akodad, 2019, 2019 27th European Signal Processing Conference (EUSIPCO).

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

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

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).

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).

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).

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

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

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

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

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..

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.

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.

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.

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.

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.