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Lionel Bombrun

120
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Publications

Image document

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 Sensing, 2020, 12 (20), pp.3292. ⟨10.3390/rs12203292⟩
Article dans une revue hal-02967495v1
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Potential of High-Resolution Pléiades Imagery to Monitor Salt Marsh Evolution After Spartina Invasion

Bárbara Proença , Frédéric Frappart , Bertrand Lubac , Vincent Marieu , Bertrand Ygorra
Remote Sensing, 2019, 11 (8), pp.968. ⟨10.3390/rs11080968⟩
Article dans une revue hal-02294897v1

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 Sensing, 2019, 11 (1), pp.1. ⟨10.3390/rs11010001⟩
Article dans une revue hal-02294893v1
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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
Journal of Imaging, 2018, 4 (7), ⟨10.3390/jimaging4070085⟩
Article dans une revue hal-01930149v1

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

Salem Said , Hatem Hajri , Lionel Bombrun , Baba Vemuri
IEEE Transactions on Information Theory, 2018, 64 (2), pp.752 - 772. ⟨10.1109/TIT.2017.2713829⟩
Article dans une revue hal-01710198v1

Polarimetric radar image classi cation using directional diffusion and descriptive statistics

Romulus Terebes , Raul Malutan , Monica Borda , Christian Germain , Lionel Bombrun
Rev. Roum. Sci. Techn. – Électrotechn. et Énerg, 2018, 63 (1), pp.83-88
Article dans une revue hal-01930194v1
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Color Texture Image Retrieval Based on Local Extrema Features and Riemannian Distance

Minh-Tan Pham , Grégoire Mercier , Lionel Bombrun
Journal of Imaging, 2017, 3 (4), pp.43. ⟨10.3390/jimaging3040043⟩
Article dans une revue hal-01629218v1

Structure tensor Riemannian statistical models for CBIR and classification of remote sensing images

Roxana Rosu , Marc Donias , Lionel Bombrun , Salem Said , Olivier Regniers
IEEE Transactions on Geoscience and Remote Sensing, 2017, 55 (1), pp.248-260. ⟨10.1109/TGRS.2016.2604680⟩
Article dans une revue hal-01471744v1
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Spatial pattern analysis of flavescence dorée repartition in vineyards from the Bordeaux region

Florian Rançon , Lionel Bombrun , Barna Keresztes , Christian Germain
Journal of Agricultural Informatics, 2017, 8 (2), pp.1-11
Article dans une revue hal-01647929v1

Riemannian Gaussian Distributions on the Space of Symmetric Positive Definite Matrices

Salem Said , Lionel Bombrun , Yannick Berthoumieu , Jonathan Manton
IEEE Transactions on Information Theory, 2017, 63 (4), pp.2153 - 2170. ⟨10.1109/TIT.2017.2653803⟩
Article dans une revue hal-01710191v1
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Spectral-Spatial Rotation Forest for Hyperspectral Image Classification

Junshi Xia , Lionel Bombrun , Yannick Berthoumieu , Christian Germain , Peijun Du
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017, 10 (10), pp.4605-4613. ⟨10.1109/JSTARS.2017.2720259⟩
Article dans une revue hal-01647598v1
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Supervised Classification of Very High Resolution Optical Images Using Wavelet-Based Textural Features

Olivier Regniers , Lionel Bombrun , Virginie Lafon , Christian Germain
IEEE Transactions on Geoscience and Remote Sensing, 2016, 54 (6), pp.3722-3735. ⟨10.1109/TGRS.2016.2526078⟩
Article dans une revue hal-01316398v1
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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 Processing Letters, 2016, IEEE Signal Processing Letters, 23 (9), pp.1255 - 1259. ⟨10.1109/LSP.2016.2594149⟩
Article dans une revue hal-01385302v1
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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 Transactions on Geoscience and Remote Sensing, 2016, 54 (8), pp.4971 - 4982. ⟨10.1109/TGRS.2016.2553842⟩
Article dans une revue hal-01379723v1
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Riemannian Laplace Distribution on the Space of Symmetric Positive Definite Matrices

Hatem Hajri , Ioana Ilea , Salem Said , Lionel Bombrun , Yannick Berthoumieu
Entropy, 2016, 18 (3), pp.98. ⟨10.3390/e18030098⟩
Article dans une revue hal-01379726v1
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A New Riemannian Averaged Fixed-Point Algorithm for MGGD Parameter Estimation

Zois Boukouvalas , Salem Said , Lionel Bombrun , Yannick Berthoumieu , Tülay Adali
IEEE Signal Processing Letters, 2015, 22 (12), pp.2314-2318. ⟨10.1109/LSP.2015.2478803⟩
Article dans une revue hal-01230086v1

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 Geoscience and Remote Sensing Letters, 2015, 12 (3), pp.621 - 625. ⟨10.1109/LGRS.2014.2353656⟩
Article dans une revue hal-01716751v1
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New Riemannian Priors on the Univariate Normal Model

Salem Said , Lionel Bombrun , Yannick Berthoumieu
Entropy, 2014, 16, pp.4015 - 4031. ⟨10.3390/e16074015⟩
Article dans une revue hal-01084330v1
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Modélisation de texture basée sur les ondelettes pour la détection de parcelles viticoles à partir d'images Pleiades panchromatiques

Olivier Regniers , Lionel Bombrun , Christian Germain
Revue Française de Photogrammétrie et de Télédétection, 2014, 208, pp.117-122
Article dans une revue hal-01084325v1
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Parameter Estimation For Multivariate Generalized Gaussian Distributions

Frédéric Pascal , Lionel Bombrun , Jean-Yves Tourneret , Yannick Berthoumieu
IEEE Transactions on Signal Processing, 2013, 61 (23), pp.5960-5971. ⟨10.1109/TSP.2013.2282909⟩
Article dans une revue hal-00879851v1
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Hierarchical Segmentation of Polarimetric SAR Images Using Heterogeneous Clutter Models

Lionel Bombrun , Gabriel Vasile , Michel Gay , Felix Totir
IEEE Transactions on Geoscience and Remote Sensing, 2011, 49 (2), pp.726-737. ⟨10.1109/TGRS.2010.2060730⟩
Article dans une revue hal-00561129v1
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Displacement Estimation by Maximum Likelihood Texture Tracking

Olivier Harant , Lionel Bombrun , Gabriel Vasile , Laurent Ferro-Famil , Michel Gay
IEEE Journal of Selected Topics in Signal Processing, 2011, 5 (3), pp.567-576. ⟨10.1109/JSTSP.2010.2100365⟩
Article dans une revue hal-00638868v1

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

Renaud Fallourd , Olivier Harant , Emmanuel Trouvé , Jean-Marie Nicolas , Michel Gay
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2011, 4 (2), pp.372-386. ⟨10.1109/JSTARS.2010.2096200⟩
Article dans une revue halsde-00554873v1

Roll-invariant target decomposition in bistatic polarimetric SAR imagery

Lionel Bombrun
Canadian Journal of Remote Sensing, 2011, 37 (2), pp.204-212. ⟨10.5589/m11-031⟩
Article dans une revue hal-00661692v1
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DEM error retrieval by analyzing time series of differential interferograms

Lionel Bombrun , Michel Gay , Emmanuel Trouvé , Gabriel Vasile , Jerome I. Mars
IEEE Geoscience and Remote Sensing Letters, 2009, 6 (4), pp.830-834. ⟨10.1109/LGRS.2009.2026434⟩
Article dans une revue hal-00441633v1

Interférométrie radar satellitaire et mesures GPS à la surface du glacier d'Argentière : comparaisons et validations

Mathieu Koehl , Lionel Bombrun , Michel Gay , Emmanuel Trouvé , Philippe Bolon
Traitement du Signal, 2009, 26 (2), pp.109-126
Article dans une revue hal-00448521v1
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Fisher distribution for texture modeling of polarimetric sar data

Lionel Bombrun , Jean-Marie Beaulieu
IEEE Geoscience and Remote Sensing Letters, 2008, 5 (3), pp.512-516. ⟨10.1109/LGRS.2008.923262⟩
Article dans une revue hal-00350055v1
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Combining airborne photographs and spaceborne SAR data to monitor temperate glaciers. Potentials and limits

Emmanuel Trouvé , Gabriel Vasile , Michel Gay , Lionel Bombrun , Pierre Grussenmeyer
IEEE Transactions on Geoscience and Remote Sensing, 2007, 45 (4), pp.905-924. ⟨10.1109/TGRS.2006.890554⟩
Article dans une revue halshs-00264399v1
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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
2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), IEEE/CVF, Oct 2023, Paris, France
Communication dans un congrès hal-04188005v1
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A Gaussian mixture model with multiple tangent planes

Sara Akodad , Lionel Bombrun , Christian Germain , Yannick Berthoumieu
European Signal Processing Conference, 2023, Helsinki, Finland. pp.950-954
Communication dans un congrès hal-04296678v1
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Analyse exploratoire de métriques en segmentation d'images : application en proxidétection

Paul Melki , Lionel Bombrun , Estelle Millet , Boubacar Diallo , Hakim Elchaoui Elghor
Groupe d'Etudes du Traitement du Signal et des Images (GRETSI 2022), Sep 2022, Nancy, France
Communication dans un congrès hal-04263897v1

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

P. Melki , Lionel Bombrun , E. Millet , B. Diallo , H. El Chaoui El Ghor
XXXI International Horticultural Congress, 2022, Angers (FR), France. pp.37-44, ⟨10.17660/ActaHortic.2023.1360.5⟩
Communication dans un congrès hal-04263874v1
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Deep Ensemble Learning Model Based on Covariance Pooling of Multi-Layer CNN Features

Sara Akodad , Lionel Bombrun , Maria Puscasu , Junshi Xia , Christian Germain
2022 IEEE International Conference on Image Processing (ICIP), Oct 2022, Bordeaux, France. pp.1081-1085, ⟨10.1109/ICIP46576.2022.9897868⟩
Communication dans un congrès hal-04263872v1
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Boucle d’indexation interactive basée sur les gains d’information : application a un jeu de données expert

Solène Vilfroy , Thierry Urruty , Philippe Carré , Lionel Bombrun
Groupe d'Etudes du Traitement du Signal et des Images (GRETSI 2022), Sep 2022, Nancy, France
Communication dans un congrès hal-04263895v1
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Modèle d'ensemble d'apprentissage profond basé sur la représentation au second ordre de descripteurs multi-couches d'un CNN

Sara Akodad , Lionel Bombrun , Yannick Berthoumieu , Christian Germain
Groupe d'Etudes du Traitement du Signal et des Images (GRETSI 2022), Sep 2022, Nancy, France
Communication dans un congrès hal-04263890v1
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Content-based image retrieval: Colorfulness and Depth visual perception quantification

Solene Vilfroy , Thierry Urruty , Philippe Carre , Lionel Bombrun , Arnaud Bour
2021 International Conference on Content-Based Multimedia Indexing (CBMI), Jun 2021, Lille, France. pp.1-6, ⟨10.1109/CBMI50038.2021.9461892⟩
Communication dans un congrès hal-04263877v1
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Cluster Kernel For Learning Similarities Between Symmetric Positive Definite Matrix Time Series

Sara Akodad , Lionel Bombrun , Yannick Berthoumieu , Christian Germain
2020 IEEE International Conference on Image Processing (ICIP), Oct 2020, Abu Dhabi, United Arab Emirates. pp.3304-3308, ⟨10.1109/ICIP40778.2020.9191149⟩
Communication dans un congrès hal-02959479v1
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Détection des symptômes de maladies du bois par proxi et télédétection

Florian Rançon , Lionel Bombrun , Christian Germain , Elodie Pagot
EUROVITI 2020 : Dépérissement du vignoble et maladies du bois., Jan 2020, Angers, France
Communication dans un congrès hal-04263898v1
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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
27th European Signal Processing Conference, Sep 2019, La Coruña, Spain
Communication dans un congrès hal-02294876v1
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Encodage de matrices de covariance par les vecteurs de Fisher log-euclidien : application à la classification supervisée d'images satellitaires

Sara Akodad , Lionel Bombrun , Yannick Berthoumieu , Christian Germain
Groupe d'Etudes du Traitement du Signal et des Images (GRETSI), Aug 2019, Lille, France
Communication dans un congrès hal-02294885v1
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Covariance matrices encoding based on the log-Euclidean and affine invariant Riemannian metrics

Ioana Ilea , Lionel Bombrun , Salem Said , Yannick Berthoumieu
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2018, Salt Lake City, United States. ⟨10.1109/CVPRW.2018.00080⟩
Communication dans un congrès hal-01930136v1
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Image classification based on log-Euclidean Fisher Vectors for covariance matrix descriptors

Sara Akodad , Lionel Bombrun , Charles Yaacoub , Yannick Berthoumieu , Christian Germain
International Conference on Image Processing Theory, Tools and Applications (IPTA), Nov 2018, Xi'an, China. ⟨10.1109/IPTA.2018.8608154⟩
Communication dans un congrès hal-01930156v1
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Classification approach based on the product of riemannian manifolds from Gaussian parametrization space

Yannick Berthoumieu , Lionel Bombrun , Christian Germain , Salem Said
2017 IEEE International Conference on Image Processing (ICIP), Sep 2017, Beijing, France. ⟨10.1109/ICIP.2017.8296272⟩
Communication dans un congrès hal-01716919v1

A geometric learning approach on the space of complex covariance matrices

Hatem Hajri , Salem Said , Lionel Bombrun , Yannick Berthoumieu
2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar 2017, New Orleans, France. ⟨10.1109/ICASSP.2017.7952574⟩
Communication dans un congrès hal-01710217v1
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La matrice de co-occurrence des matrices de covariance : un nouveau modèle de codage pour la classification de textures

Ioana Ilea , Lionel Bombrun , Salem Said , Yannick Berthoumieu
GRETSI, Sep 2017, Juan les Pins, France
Communication dans un congrès hal-01629143v1
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Co-occurrence Matrix of Covariance Matrices: A Novel Coding Model for the Classification of Texture Images

Ioana Ilea , Lionel Bombrun , Salem Said , Yannick Berthoumieu
3rd conference on Geometric Science of Information, Nov 2017, Paris, France
Communication dans un congrès hal-01629171v1

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 - 2016 IEEE International Geoscience and Remote Sensing Symposium, Jul 2016, Beijing, France. ⟨10.1109/IGARSS.2016.7729472⟩
Communication dans un congrès hal-01710222v1
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Texture image classification with Riemannian fisher vectors issued from a Laplacian model

Ioana Ilea , Lionel Bombrun , Christian Germain , Yannick Berthoumieu
IEEE Image, Video, and Multidimensional Signal Processing Workshop, Jul 2016, Bordeaux, France. pp.1 - 5, ⟨10.1109/IVMSPW.2016.7528231⟩
Communication dans un congrès hal-01385369v1
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Spectral-spatial rotation forest for hyperspectral image classification

Junshi Xia , Lionel Bombrun , Yannick Berthoumieu , Christian Germain , Peijun Du
IEEE International Geosicence and Remote Sensing Symposium (IGARSS 2016), Jul 2016, Pékin, China
Communication dans un congrès hal-01379973v1
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Classification of hyperspectral data with ensemble of subspace ICA and edge-preserving filtering

Junshi Xia , Lionel Bombrun , Tülay Adali , Yannick Berthoumieu , Christian Germain
41st IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2016), Mar 2016, Shanghai, China
Communication dans un congrès hal-01315337v1

PolSAR image denoising using directional diffusion

Romulus Terebes , Monica Borda , Raul Malutan , Christian Germain , Lionel Bombrun
2016 12th IEEE International Symposium on Electronics and Telecommunications (ISETC), Oct 2016, Timisoara, France. ⟨10.1109/ISETC.2016.7781126⟩
Communication dans un congrès hal-01710228v1
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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
24th European Signal Processing Conference (EUSIPCO'16), Aug 2016, Budapest, Hungary. pp.2196 - 2200
Communication dans un congrès hal-01379604v1
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Texture image classification with Riemannian fisher vectors

Ioana Ilea , Lionel Bombrun , Christian Germain , Romulus Terebes , Monica Borda
IEEE International Conference on Image Processing, Sep 2016, Phoenix, United States. pp.3543 - 3547, ⟨10.1109/ICIP.2016.7533019⟩
Communication dans un congrès hal-01379593v1
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Multiple features learning via rotation strategy

Junshi Xia , Lionel Bombrun , Yannick Berthoumieu , Christian Germain
IEEE International Conference on Image Processing (ICIP 2016), Sep 2016, Phoenix, AZ, United States. pp.2206 - 2210, ⟨10.1109/ICIP.2016.7532750⟩
Communication dans un congrès hal-01379724v1

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
IGARSS 2015, Remote sensing: understanding the Earth for a safer world, IEEE Geoscience and Remote Sensing Society (GRSS). USA., Jul 2015, Milan, Italy. ⟨10.1109/IGARSS.2015.7326502⟩
Communication dans un congrès hal-02740462v1
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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
IEEE International Geoscience and Remote Sensing Symposium 2015, 2015, Milan, Italy. pp.3215-3218
Communication dans un congrès hal-01188075v1
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texture-based forest cover classification using random forests and ensemble margin

Samia Boukir , Olivier Regniers , Li Guo , Lionel Bombrun , Chrisitan Germain
IEEE International Geoscience and Remote Sensing Symposium 2015, 2015, Milan, Italy. pp.3072-3075
Communication dans un congrès hal-01188174v1
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Texture classification using Rao's distance: an EM algorithm on the Poincaré half plane

Salem Said , Lionel Bombrun , Yannick Berthoumieu
IEEE International Conference on Image Processing (ICIP), Sep 2015, Québec, Canada
Communication dans un congrès hal-01229049v1
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Texture Classification Using Rao’s Distance on the Space of Covariance Matrices

Salem Said , Lionel Bombrun , Yannick Berthoumieu
Geometric Science of Information, 2015, Paris, France. pp.371-378, ⟨10.1007/978-3-319-25040-3_40⟩
Communication dans un congrès hal-01228766v1
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Statistical hypothesis test for robust classification on the space of covariance matrices

Ioana Ilea , Lionel Bombrun , Christian Germain , Romulus Terebes , Monica Borda
IEEE International Conference on Image Processing (ICIP), Sep 2015, Québec, Canada
Communication dans un congrès hal-01228770v1
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Classification robuste sur l’espace des matrices de covariance : Application à l’imagerie polarimétrique radar

Ioana Ilea , Lionel Bombrun , Chrisitan Germain , Romulus Terebes , Monica Borda
XXVème colloque GRETSI, 2015, Lyon, France
Communication dans un congrès hal-01205304v1

Modèles probabilistes Riemanniens de tenseurs de structure pour le traitement d’images texturées

Roxana Rosu , Lionel Bombrun , Salem Said , Olivier Regniers , Marc Donias
XXVème Colloque GRETSI (Gretsi 2015), Sep 2015, Lyon, France. pp.1-4
Communication dans un congrès hal-01267051v1
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Classification of oyster habitats by combining wavelet-based texture features and polarimetric SAR descriptors

Olivier Regniers , Lionel Bombrun , Ioana Ilea , Virginie Lafon , Christian Germain
IEEE International Geoscience and Remote Sensing Symposium 2015, 2015, Milan, Italy. pp.3890-3893
Communication dans un congrès hal-01188201v1
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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
IEEE International Geoscience and Remote Sensing conference, 2014, Québec, Canada. pp.5148-5151
Communication dans un congrès hal-01064413v1

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
IGARSS 2014, International Geoscience and Remote Sensing Symposium, IEEE Geoscience and Remote Sensing Society (GRSS). USA., Jul 2014, Québec, Canada. ⟨10.1109/IGARSS.2014.6946861⟩
Communication dans un congrès hal-02740589v1
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Intrinsic prior for Bayesian classification of texture images

Aurélien Schutz , Lionel Bombrun , Yannick Berthoumieu
IEEE International Conference on Acoustic, Speech and Signal Processing, 2014, Florence, Italy. pp.4392-4396
Communication dans un congrès hal-01007742v1
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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
IEEE Geoscience and Remote Sensing Symposium, 2014, Québec, Canada. pp.2027-2030
Communication dans un congrès hal-01064405v1
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Centroid-based texture classification using the SIRV representation

Aurélien Schutz , Lionel Bombrun , Yannick Berthoumieu
IEEE International Conference on Image Processing, Sep 2013, Melbourne, Australia. pp.3810-3814
Communication dans un congrès hal-00865595v1
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Classification d'images texturées basée sur K-barycentres : meilleure gestion de la diversité intra-classe

Aurélien Schutz , Lionel Bombrun , Yannick Berthoumieu
Groupe d'Etudes du Traitement du Signal et des Images (GRETSI), Sep 2013, Brest, France. pp.1-4
Communication dans un congrès hal-00878736v1
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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
IEEE International Geoscience and Remote Sensing Symposium, Jul 2013, Melbourne, Australia. pp.4038-4041
Communication dans un congrès hal-00878727v1
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Centroid-based texture classification using the generalized Gamma distribution

Aurélien Schutz , Lionel Bombrun , Yannick Berthoumieu , Mohamed Najim
21st European Signal Processing Conference (EUSIPCO), Sep 2013, Marrakech, Morocco. pp.1-5
Communication dans un congrès hal-00878744v1
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K-Centroids-Based Supervised Classi cation of Texture Images using the SIRV modeling

Aurélien Schutz , Lionel Bombrun , Yannick Berthoumieu
Geometric Science of Information (GSI), Aug 2013, Paris, France. pp.1-8
Communication dans un congrès hal-00878827v1
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K-centroids based supervised classification of texture images: handling the intra-class diversity

Aurélien Schutz , Lionel Bombrun , Yannick Berthoumieu
IEEE International Conference on Acoustics, Speech, and Signal Processing, 2013, Vancouver, Canada. pp.1498-1502
Communication dans un congrès hal-00841939v1
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Performance of the maximum likelihood estimators for the parameters of multivariate generalized Gaussian distributions

Lionel Bombrun , Frédéric Pascal , Jean-Yves Tourneret , Yannick Berthoumieu
IEEE International Conference on Acoustics, Speech, and Signal Processing, Mar 2012, Kyoto, Japan. pp.3525 - 3528, ⟨10.1109/ICASSP.2012.6288677⟩
Communication dans un congrès hal-00744600v1
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Multivariate texture retrieval using the Kullback-Leibler divergence between bivariate generalized Gamma times an Uniform distribution

Lionel Bombrun , Yannick Berthoumieu
IEEE International Conference on Image Processing, Sep 2012, Orlando, United States. pp.2413-2416
Communication dans un congrès hal-00744580v1
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Heterogeneous Clutter Models for Change Detection in PolSAR Imagery

Xuan-Vu Phan , Lionel Bombrun , Gabriel Vasile , Michel Gay
POLinSAR 2011 - 5th International Workshop on Science and Applications of SAR Polarimetry and Polarimetric Interferometry, Jan 2011, Frascati, Italy. 7 p
Communication dans un congrès hal-00640858v1
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Indexation d'images texturées couleur fondée sur la distance géodésique entre des variables elliptiquement distribuées.

Lionel Bombrun , Yannick Berthoumieu , Nour-Eddine Lasmar , Geert Verdoolaege
XXIIIème colloque GRETSI, Sep 2011, Bordeaux, France. pp.1-4
Communication dans un congrès hal-00661704v1
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Bistatic Polarimetric SAR Decomposition in Terms of Roll-Invariant Parameters

Lionel Bombrun
5th International Workshop on Science and Applications of SAR Polarimetry and Polarimetric Interferometry (POLinSAR 2011), 2011, Frascati, Italy. pp.1-5
Communication dans un congrès hal-00661711v1
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Multivariate texture retrieval using the geodesic distance between elliptically distributed random variables

Lionel Bombrun , Yannick Berthoumieu , Nour-Eddine Lasmar , Geert Verdoolaege
18th IEEE International Conference on Image Processing (ICIP), 2011, Bruxelles, Belgium. pp.3637 - 3640, ⟨10.1109/ICIP.2011.6116506⟩
Communication dans un congrès hal-00661686v1
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Using Quad‐Pol and Single‐Pol RADARSAT‐2 Data for Monitoring Cold Alpine and Outlet Antarctic Glaciers

Olivier Harant , Emmanuel Le Meur , Gabriel Vasile , Lionel Bombrun , Laurent Ferro-Famil
POLinSAR 2011 - 5th International Workshop on Science and Applications of SAR Polarimetry and Polarimetric Interferometry, Jan 2011, Frascati, Italy. 6 p
Communication dans un congrès hal-00640859v1
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Multivariate texture retrieval using the SIRV representation and the geodesic distance

Lionel Bombrun , Nour-Eddine Lasmar , Yannick Berthoumieu , Geert Verdoolaege
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2011, Prague, Czech Republic. pp.865 - 868, ⟨10.1109/ICASSP.2011.5946541⟩
Communication dans un congrès hal-00661682v1
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Maximum Likelihood Shift Estimation using High Resolution Polarimetric SAR Clutter Model

Olivier Harant , Lionel Bombrun , Gabriel Vasile , Laurent Ferro-Famil , Michel Gay
POLinSAR 2011 - 5th International Workshop on Science and Applications of SAR Polarimetry and Polarimetric Interferometry, Jan 2011, Frascati, Italy. 6 p
Communication dans un congrès hal-00640768v1
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A complete coverage of log-cumulant space in terms of distributions for Polarimetric SAR data

Lionel Bombrun , Stian Normann Anfinsen , Olivier Harant
POLinSAR 2011 - 5th International Workshop on Science and Applications of SAR Polarimetry and Polarimetric Interferometry, Jan 2011, Frascati, Italy. pp.1-8
Communication dans un congrès hal-00661716v1
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Suivi de texture par le Maximum de Vraisemblance dans les images RSO Polarimétriques Haute Résolution

Olivier Harant , Lionel Bombrun , Michel Gay , Laurent Ferro-Famil
GRETSI 2011 - XXIIIème Colloque francophone de traitement du signal et des images, Sep 2011, Bordeaux, France. pp.167
Communication dans un congrès hal-00646098v1
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Recent Polarimetric SAR Models for Danube Delta Monitoring using PALSAR Images

Felix Totir , Gabriel Vasile , Lionel Bombrun , Stefan Constantinescu , Angela Ionita
POLinSAR 2011 - 5th International Workshop on Science and Applications of SAR Polarimetry and Polarimetric Interferometry, Jan 2011, Frascati, Italy. 8 p
Communication dans un congrès hal-00561179v1

On Hierarchical Segmentation of High Resolution PolSAR Data

Felix Totir , Lionel Bombrun , Gabriel Vasile , Michel Gay , Stefan Toma
EUSAR 2010 - 8th European Conference on Synthetic Aperture Radar, Jun 2010, Aachen, Germany. pp.174-177
Communication dans un congrès hal-00544164v1
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A combined TSVM model and GLRT detector for a roll invariant target detection.

Lionel Bombrun , Gabriel Vasile , Michel Gay , Jean-Philippe Ovarlez , Frédéric Pascal
EUSAR 2010 - 8th European Conference on Synthetic Aperture Radar, Jun 2010, Aachen, Germany
Communication dans un congrès hal-00491982v1
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Extension of the Target Scattering Vector Model to the Bistatic Case

Lionel Bombrun
IGARSS 2010 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2010, Honolulu, Hawaii, United States. pp.4, ⟨10.1109/IGARSS.2010.5653280⟩
Communication dans un congrès hal-00520554v1
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Roll Invariant Target Detection based on PolSAR Clutter Models

Lionel Bombrun , Gabriel Vasile , Michel Gay , Jean-Philippe Ovarlez , Frédéric Pascal
IGARSS 2010 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2010, Honolulu, Hawaii, United States. pp.4, ⟨10.1109/IGARSS.2010.5653522⟩
Communication dans un congrès hal-00520566v1

Maximum likelihood texture tracking in highly heterogeneous PolSAR clutter

Olivier Harant , Lionel Bombrun , Gabriel Vasile , Laurent Ferro-Famil , Michel Gay
IGARSS 2010 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2010, Honolulu, Hawaii, United States. pp.4031-4034, ⟨10.1109/IGARSS.2010⟩
Communication dans un congrès hal-00507088v1

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

Olivier Harant , Lionel Bombrun , Gabriel Vasile , Michel Gay , Laurent Ferro-Famil
EUSAR 2010 - 8th European Conference on Synthetic Aperture Radar, Jun 2010, Aachen, Germany. pp.n.c
Communication dans un congrès hal-00507089v1
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PolSAR images characterization through blind sources separation techniques

Felix Totir , Gabriel Vasile , Lionel Bombrun , Michel Gay
IGARSS 2010 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2010, Honolulu, Hawaii, United States. pp.4
Communication dans un congrès hal-00520572v1
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KummerU clutter model for PolSAR data: Application to segmentation and classification

Lionel Bombrun , Gabriel Vasile , Michel Gay , Frédéric Pascal , Jean-Philippe Ovarlez
SONDRA - 2nd SONDRA Workshop, May 2010, Cargèse, France. pp.4
Communication dans un congrès hal-00488337v1

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

Olivier Harant , Renaud Fallourd , Lionel Bombrun , Michel Gay , Emmanuel Trouvé
IGARSS 2009 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2009, Le Cap, South Africa. Paper 2565
Communication dans un congrès hal-00447082v1
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Monitoring temperate glaciers : combined use of multi-date TerraSAR-X images and continous GPS measurements

Renaud Fallourd , Olivier Harant , Emmanuel Trouvé , Jean-Marie Nicolas , Florence Tupin
The Fifth International Workshop on the Analysis of Multi-temporal Remote Sensing Images, Jul 2009, Groton, Connecticut, United States
Communication dans un congrès hal-00449054v1
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Monitoring temperate glaciers: combined use of multi-date TerraSAR-X images and continous GPS measurements

Renaud Fallourd , Olivier Harant , Emmanuel Trouvé , Jean-Marie Nicolas , Florence Tupin
MULTITEMP 2009 -5th International Workshop on the Analysis of Multitemporal Remote Sensing Images, Jul 2009, Groton, United States. 8 p
Communication dans un congrès hal-00448516v1
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Segmentation and Classification of Polarimetric SAR Data based on the KummerU Distribution

Olivier Harant , Lionel Bombrun , Michel Gay , Renaud Fallourd , Emmanuel Trouvé
POLinSAR 2009 - 4th International Workshop on Science and Applications of SAR Polarimetry and Polarimetric Interferometry, Jan 2009, Frascati, Italy. pp.6
Communication dans un congrès hal-00371281v1
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Hierarchical Segmentation of Polarimetric SAR Images using Heterogeneous Clutter Models

Lionel Bombrun , Jean-Marie Beaulieu , Gabriel Vasile , Jean-Philippe Ovarlez , Frédéric Pascal
IGARSS 2009 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2009, Le Cap, South Africa. pp.5-8, ⟨10.1109/IGARSS.2009.5418271⟩
Communication dans un congrès hal-00398923v1
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Segmentation of Polarimetric SAR images based on the SIRV model and the Kummeru PDF

Lionel Bombrun , Gabriel Vasile , Michel Gay
GRETSI 2009 - XXIIème Colloque francophone de traitement du signal et des images, Sep 2009, Dijon, France. pp.4
Communication dans un congrès hal-00398934v1
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Segmentation of polarimetric SAR data based on the fisher distribution for texture modeling

Lionel Bombrun , Jean-Marie Beaulieu
IGARSS 2008 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2008, Boston, MA, United States. pp.350-353
Communication dans un congrès hal-00369374v1
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Normalized Coherency Matrix Estimation Under the SIRV Model. Alpine Glacier Polsar Data Analysis

Gabriel Vasile , Jean-Philippe Ovarlez , Frédéric Pascal , Céline Tison , Lionel Bombrun
IGARSS 2008 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2008, Boston, MA, United States. ⟨10.1109/IGARSS.2008.4778796⟩
Communication dans un congrès hal-00353606v1

Suivi des glaciers tempérés à partir de données Pol-InSAR haute résolution spatiale : premières analyses d'acquisitions E-SAR couplées à des mesures in-situ sur le glacier d'Argentière.

Michel Gay , Tania Landes , Emmanuel Trouvé , Jean-Marie Nicolas , Irena Hajnsek
Société Hydrotechnique de France (SHF), Section de Glaciologie-Nivologie, Mar 2007, Saint Martin d'Hères, France
Communication dans un congrès hal-00175936v1

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 , Lionel Bombrun
IGARSS 2007 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2007, Barcelone, Spain. pp.CDROM
Communication dans un congrès hal-00164163v1
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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 , Lionel Bombrun
IGARSS 2007 - IEEE International Geoscience and Remote Sensing Symposium, 2007, Barcelone, Spain. 4p
Communication dans un congrès halshs-00264866v1
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Multi-date ERS tandem interferogram analysis: application to alpine glaciers

Lionel Bombrun , Ivan Petillot , Gabriel Vasile , Michel Gay , Emmanuel Trouvé
MULTITEMP 2007 - 4th International Workshop on the Analysis of Multitemporal Remote Sensing Images, Jul 2007, Leuven, Belgium. pp.1-6
Communication dans un congrès halshs-00264864v1
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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 , Lionel Bombrun
IGARSS 2007 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2007, Barcelone, Spain
Communication dans un congrès hal-00144076v1
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Monitoring Alpine Glaciers with ALOS SAR and Optical data

Philippe Bolon , Emmanuel Trouvé , Ivan Petillot , Gabriel Vasile , Michel Gay
LSI 2007, 2007, -, Japan. pp.1-4
Communication dans un congrès halshs-00264871v1

Three-dimensional surface velocities of Argentiere and Mer de Glace glaciers, France, derived from radar interferometry : Analysis and comparison with in-situ measurements.

Lionel Bombrun , Michel Gay , Tania Landes , Pierre Grussenmeyer , Jean-Marie Nicolas
EGU 2007 - European Geosciences Union General Assembly, Apr 2007, Vienne, Austria. pp.Vol. 9, 10032,2007
Communication dans un congrès hal-00175928v1

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

Gabriel Vasile , Emmanuel Trouvé , Lionel Valet , Jean-Marie Nicolas , Michel Gay
POLinSAR 2007 - 3rd International Workshop on Science and Applications of SAR Polarimetry and Polarimetric Interferometry, Jan 2007, Frascati, Italy. pp.CDROM
Communication dans un congrès hal-00164168v1

Use of Statistical Hypothesis Test for Mines Detection in SAS Imagery

Lionel Bombrun , Frederic Maussang , Eric Moisan , Alain Hétet
14th European Signal Processing Conference (EUSIPCO), 2006, Florence, Italy
Communication dans un congrès hal-00069634v1

High Resolution SAR Interferometry: influence of local topography in the context of glacier monitoring

Gabriel Vasile , Ivan Petillot , Andreea Julea , Emmanuel Trouvé , Philippe Bolon
Jul 2006
Communication dans un congrès hal-00133148v1

High Resolution SAR Interferometry: influence of local topography in the context of glacier monitoring

Gabriel Vasile , Ivan Petillot , Andreea Julea , Emmanuel Trouvé , Philippe Bolon
International Geoscience And Remote Sensing Symposium, Jul 2006, Denver, United States. pp.4008-4011
Communication dans un congrès hal-00164175v1
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High Resolution SAR Interferometry: influence of local topography in the context of glacier monitoring

Gabriel Vasile , Ivan Petillot , Andreea Julea , Emmanuel Trouvé , Philippe Bolon
International Geoscience And Remote Sensing Symposium, Jul 2006, Denver, United States. pp.1-4
Communication dans un congrès halshs-00264815v1
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Change detection in remote sensing observations

Grégoire Mercier , Stéphane Derrode , Emmanuel Trouvé , Lionel Bombrun
J. Chanussot, Ch. Collet and K. Chehdi. Multivariate Image Processing: Methods and Applications, ISTE Ltd and John Wiley & Sons Inc, pp. 95-142, 2010, Digital Signal and Image Processing Series
Chapitre d'ouvrage hal-00437081v1
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Développement d'outils et de méthodes de télédétection spatiale optique et radar nécessaires à la haute résolution spatiale

Lionel Bombrun
Traitement du signal et de l'image [eess.SP]. Institut National Polytechnique de Grenoble - INPG, 2008. Français. ⟨NNT : ⟩
Thèse tel-00369350v1