
Lionel Bombrun
123
Documents
Publications
Publications
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The Penalized Inverse Probability Measure for Conformal ClassificationIEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), IEEE/CVF, Jun 2024, Seattle, United States
Communication dans un congrès
hal-04594598
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Group-Conditional Conformal Prediction via Quantile Regression Calibration for Crop and Weed Classification2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), IEEE/CVF, Oct 2023, Paris, France
Communication dans un congrès
hal-04188005
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A study of pixelwise segmentation metrics using clustering of variables and self-organizing mapsXXXI International Horticultural Congress, 2022, Angers (FR), France. pp.37-44, ⟨10.17660/ActaHortic.2023.1360.5⟩
Communication dans un congrès
hal-04263874
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A Gaussian mixture model with multiple tangent planesEuropean Signal Processing Conference, 2023, Helsinki, Finland. pp.950-954
Communication dans un congrès
hal-04296678
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Modèle d'ensemble d'apprentissage profond basé sur la représentation au second ordre de descripteurs multi-couches d'un CNNGroupe d'Etudes du Traitement du Signal et des Images (GRETSI 2022), Sep 2022, Nancy, France
Communication dans un congrès
hal-04263890
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Analyse exploratoire de métriques en segmentation d'images : application en proxidétectionGroupe d'Etudes du Traitement du Signal et des Images (GRETSI 2022), Sep 2022, Nancy, France
Communication dans un congrès
hal-04263897
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Deep Ensemble Learning Model Based on Covariance Pooling of Multi-Layer CNN Features2022 IEEE International Conference on Image Processing (ICIP), Oct 2022, Bordeaux, France. pp.1081-1085, ⟨10.1109/ICIP46576.2022.9897868⟩
Communication dans un congrès
hal-04263872
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Boucle d’indexation interactive basée sur les gains d’information : application a un jeu de données expertGroupe d'Etudes du Traitement du Signal et des Images (GRETSI 2022), Sep 2022, Nancy, France
Communication dans un congrès
hal-04263895
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Content-based image retrieval: Colorfulness and Depth visual perception quantification2021 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-04263877
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Cluster Kernel For Learning Similarities Between Symmetric Positive Definite Matrix Time Series2020 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-02959479
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Détection des symptômes de maladies du bois par proxi et télédétectionEUROVITI 2020 : Dépérissement du vignoble et maladies du bois., Jan 2020, Angers, France
Communication dans un congrès
hal-04263898
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An ensemble learning approach for the classification of remote sensing scenes based on covariance pooling of CNN features27th European Signal Processing Conference, Sep 2019, La Coruña, Spain
Communication dans un congrès
hal-02294876
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Encodage de matrices de covariance par les vecteurs de Fisher log-euclidien : application à la classification supervisée d'images satellitairesGroupe d'Etudes du Traitement du Signal et des Images (GRETSI), Aug 2019, Lille, France
Communication dans un congrès
hal-02294885
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Image classification based on log-Euclidean Fisher Vectors for covariance matrix descriptorsInternational Conference on Image Processing Theory, Tools and Applications (IPTA), Nov 2018, Xi'an, China. ⟨10.1109/IPTA.2018.8608154⟩
Communication dans un congrès
hal-01930156
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Covariance matrices encoding based on the log-Euclidean and affine invariant Riemannian metricsThe 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-01930136
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A geometric learning approach on the space of complex covariance matrices2017 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-01710217
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Co-occurrence Matrix of Covariance Matrices: A Novel Coding Model for the Classification of Texture Images3rd conference on Geometric Science of Information, Nov 2017, Paris, France
Communication dans un congrès
hal-01629171
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Classification approach based on the product of riemannian manifolds from Gaussian parametrization space2017 IEEE International Conference on Image Processing (ICIP), Sep 2017, Beijing, France. ⟨10.1109/ICIP.2017.8296272⟩
Communication dans un congrès
hal-01716919
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La matrice de co-occurrence des matrices de covariance : un nouveau modèle de codage pour la classification de texturesGRETSI, Sep 2017, Juan les Pins, France
Communication dans un congrès
hal-01629143
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Classification of hyperspectral data with ensemble of subspace ICA and edge-preserving filtering41st IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2016), Mar 2016, Shanghai, China
Communication dans un congrès
hal-01315337
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PolSAR image denoising using directional diffusion2016 12th IEEE International Symposium on Electronics and Telecommunications (ISETC), Oct 2016, Timisoara, France. ⟨10.1109/ISETC.2016.7781126⟩
Communication dans un congrès
hal-01710228
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An M-estimator for robust centroid estimation on the manifold of covariance matrices: performance analysis and application to image classification24th European Signal Processing Conference (EUSIPCO'16), Aug 2016, Budapest, Hungary. pp.2196 - 2200
Communication dans un congrès
hal-01379604
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Texture retrieval from very high resolution remote sensing images using local extrema-based descriptorsIGARSS 2016 - 2016 IEEE International Geoscience and Remote Sensing Symposium, Jul 2016, Beijing, France. ⟨10.1109/IGARSS.2016.7729472⟩
Communication dans un congrès
hal-01710222
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Texture image classification with Riemannian fisher vectors issued from a Laplacian model 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-01385369
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Spectral-spatial rotation forest for hyperspectral image classificationIEEE International Geosicence and Remote Sensing Symposium (IGARSS 2016), Jul 2016, Pékin, China
Communication dans un congrès
hal-01379973
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Multiple features learning via rotation strategyIEEE 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-01379724
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Texture image classification with Riemannian fisher vectorsIEEE International Conference on Image Processing, Sep 2016, Phoenix, United States. pp.3543 - 3547, ⟨10.1109/ICIP.2016.7533019⟩
Communication dans un congrès
hal-01379593
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Texture classification using Rao's distance: an EM algorithm on the Poincaré half planeIEEE International Conference on Image Processing (ICIP), Sep 2015, Québec, Canada
Communication dans un congrès
hal-01229049
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Statistical hypothesis test for maritime pine forest SAR images classification based on the geodesic distanceIGARSS 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-02740462
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Statistical hypothesis test for maritime pine forest SAR images classification based on the geodesic distanceIEEE International Geoscience and Remote Sensing Symposium 2015, 2015, Milan, Italy. pp.3215-3218
Communication dans un congrès
hal-01188075
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texture-based forest cover classification using random forests and ensemble marginIEEE International Geoscience and Remote Sensing Symposium 2015, 2015, Milan, Italy. pp.3072-3075
Communication dans un congrès
hal-01188174
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Texture Classification Using Rao’s Distance on the Space of Covariance MatricesGeometric Science of Information, 2015, Paris, France. pp.371-378, ⟨10.1007/978-3-319-25040-3_40⟩
Communication dans un congrès
hal-01228766
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Statistical hypothesis test for robust classification on the space of covariance matricesIEEE International Conference on Image Processing (ICIP), Sep 2015, Québec, Canada
Communication dans un congrès
hal-01228770
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Classification robuste sur l’espace des matrices de covariance : Application à l’imagerie polarimétrique radarXXVème colloque GRETSI, 2015, Lyon, France
Communication dans un congrès
hal-01205304
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Modèles probabilistes Riemanniens de tenseurs de structure pour le traitement d’images texturéesXXVème Colloque GRETSI (Gretsi 2015), Sep 2015, Lyon, France. pp.1-4
Communication dans un congrès
hal-01267051
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Classification of oyster habitats by combining wavelet-based texture features and polarimetric SAR descriptorsIEEE International Geoscience and Remote Sensing Symposium 2015, 2015, Milan, Italy. pp.3890-3893
Communication dans un congrès
hal-01188201
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Wavelet based texture modeling for panchromatic very high resolution image classification : application to oyster racks detectionIEEE International Geoscience and Remote Sensing conference, 2014, Québec, Canada. pp.5148-5151
Communication dans un congrès
hal-01064413
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Intrinsic prior for Bayesian classification of texture imagesIEEE International Conference on Acoustic, Speech and Signal Processing, 2014, Florence, Italy. pp.4392-4396
Communication dans un congrès
hal-01007742
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Wavelet based texture modeling for the classification of very high resolution maritime pine forest imagesIGARSS 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-02740589
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Wavelet based texture modeling for the classification of very high resolution maritime pine forest imagesIEEE Geoscience and Remote Sensing Symposium, 2014, Québec, Canada. pp.2027-2030
Communication dans un congrès
hal-01064405
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Centroid-based texture classification using the SIRV representationIEEE International Conference on Image Processing, Sep 2013, Melbourne, Australia. pp.3810-3814
Communication dans un congrès
hal-00865595
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Classification d'images texturées basée sur K-barycentres : meilleure gestion de la diversité intra-classeGroupe d'Etudes du Traitement du Signal et des Images (GRETSI), Sep 2013, Brest, France. pp.1-4
Communication dans un congrès
hal-00878736
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K-Centroids-Based Supervised Classi cation of Texture Images using the SIRV modelingGeometric Science of Information (GSI), Aug 2013, Paris, France. pp.1-8
Communication dans un congrès
hal-00878827
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Texture based image retrieval and classification of very high resolution maritime pine forest imagesIEEE International Geoscience and Remote Sensing Symposium, Jul 2013, Melbourne, Australia. pp.4038-4041
Communication dans un congrès
hal-00878727
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Centroid-based texture classification using the generalized Gamma distribution21st European Signal Processing Conference (EUSIPCO), Sep 2013, Marrakech, Morocco. pp.1-5
Communication dans un congrès
hal-00878744
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K-centroids based supervised classification of texture images: handling the intra-class diversityIEEE International Conference on Acoustics, Speech, and Signal Processing, 2013, Vancouver, Canada. pp.1498-1502
Communication dans un congrès
hal-00841939
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Performance of the maximum likelihood estimators for the parameters of multivariate generalized Gaussian distributionsIEEE 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-00744600
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Multivariate texture retrieval using the Kullback-Leibler divergence between bivariate generalized Gamma times an Uniform distributionIEEE International Conference on Image Processing, Sep 2012, Orlando, United States. pp.2413-2416
Communication dans un congrès
hal-00744580
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Suivi de texture par le Maximum de Vraisemblance dans les images RSO Polarimétriques Haute RésolutionGRETSI 2011 - XXIIIème Colloque francophone de traitement du signal et des images, Sep 2011, Bordeaux, France. pp.167
Communication dans un congrès
hal-00646098
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A complete coverage of log-cumulant space in terms of distributions for Polarimetric SAR dataPOLinSAR 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-00661716
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Bistatic Polarimetric SAR Decomposition in Terms of Roll-Invariant Parameters5th 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-00661711
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Indexation d'images texturées couleur fondée sur la distance géodésique entre des variables elliptiquement distribuées.XXIIIème colloque GRETSI, Sep 2011, Bordeaux, France. pp.1-4
Communication dans un congrès
hal-00661704
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Heterogeneous Clutter Models for Change Detection in PolSAR ImageryPOLinSAR 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-00640858
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Using Quad‐Pol and Single‐Pol RADARSAT‐2 Data for Monitoring Cold Alpine and Outlet Antarctic GlaciersPOLinSAR 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-00640859
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Multivariate texture retrieval using the geodesic distance between elliptically distributed random variables18th IEEE International Conference on Image Processing (ICIP), 2011, Bruxelles, Belgium. pp.3637 - 3640, ⟨10.1109/ICIP.2011.6116506⟩
Communication dans un congrès
hal-00661686
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Maximum Likelihood Shift Estimation using High Resolution Polarimetric SAR Clutter ModelPOLinSAR 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-00640768
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Multivariate texture retrieval using the SIRV representation and the geodesic distanceIEEE 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-00661682
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Recent Polarimetric SAR Models for Danube Delta Monitoring using PALSAR ImagesPOLinSAR 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-00561179
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PolSAR images characterization through blind sources separation techniquesIGARSS 2010 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2010, Honolulu, Hawaii, United States. pp.4
Communication dans un congrès
hal-00520572
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A combined TSVM model and GLRT detector for a roll invariant target detection.EUSAR 2010 - 8th European Conference on Synthetic Aperture Radar, Jun 2010, Aix-la-Chapelle, Germany
Communication dans un congrès
hal-00491982
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On Hierarchical Segmentation of High Resolution PolSAR DataEUSAR 2010 - 8th European Conference on Synthetic Aperture Radar, Jun 2010, Aachen, Germany. pp.174-177
Communication dans un congrès
hal-00544164
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Maximum likelihood texture tracking in highly heterogeneous PolSAR clutterIGARSS 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-00507088
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Roll Invariant Target Detection based on PolSAR Clutter ModelsIGARSS 2010 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2010, Honolulu, United States. pp.4, ⟨10.1109/IGARSS.2010.5653522⟩
Communication dans un congrès
hal-00520566
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Extension of the Target Scattering Vector Model to the Bistatic CaseIGARSS 2010 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2010, Honolulu, United States. pp.4, ⟨10.1109/IGARSS.2010.5653280⟩
Communication dans un congrès
hal-00520554
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KummerU clutter model for PolSAR data: Application to segmentation and classificationSONDRA - 2nd SONDRA Workshop, May 2010, Cargèse, France. pp.4
Communication dans un congrès
hal-00488337
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Fisher PDF for Maximum Likelihood Texture Tracking with High Resolution PolSAR DataEUSAR 2010 - 8th European Conference on Synthetic Aperture Radar, Jun 2010, Aachen, Germany. pp.n.c
Communication dans un congrès
hal-00507089
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Hierarchical Segmentation of Polarimetric SAR Images using Heterogeneous Clutter ModelsIGARSS 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-00398923
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Segmentation and Classification of Polarimetric SAR Data based on the KummerU DistributionPOLinSAR 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-00371281
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Preliminary Terra SAR-X observations for temperate glaciers on the Chamonix Mont Blanc test siteIGARSS 2009 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2009, Le Cap, South Africa. Paper 2565
Communication dans un congrès
hal-00447082
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Monitoring temperate glaciers: combined use of multi-date TerraSAR-X images and continous GPS measurementsMULTITEMP 2009 -5th International Workshop on the Analysis of Multitemporal Remote Sensing Images, Jul 2009, Groton, United States. 8 p
Communication dans un congrès
hal-00448516
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Monitoring temperate glaciers : combined use of multi-date TerraSAR-X images and continous GPS measurementsThe Fifth International Workshop on the Analysis of Multi-temporal Remote Sensing Images, Jul 2009, Groton, Connecticut, United States
Communication dans un congrès
hal-00449054
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Segmentation of Polarimetric SAR images based on the SIRV model and the Kummeru PDFGRETSI 2009 - XXIIème Colloque francophone de traitement du signal et des images, Sep 2009, Dijon, France. pp.4
Communication dans un congrès
hal-00398934
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Normalized Coherency Matrix Estimation Under the SIRV Model. Alpine Glacier Polsar Data AnalysisIGARSS 2008 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2008, Boston, United States. ⟨10.1109/IGARSS.2008.4778796⟩
Communication dans un congrès
hal-00353606
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Segmentation of polarimetric SAR data based on the fisher distribution for texture modelingIGARSS 2008 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2008, Boston, MA, United States. pp.350-353
Communication dans un congrès
hal-00369374
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Monitoring temperate glaciers by high resolution Pol-InSAR data: First analysis of Argentière E-SAR acquisitions and in-situ measurements.IGARSS 2007 - IEEE International Geoscience and Remote Sensing Symposium, 2007, Barcelone, Spain. 4p
Communication dans un congrès
halshs-00264866
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Monitoring temperate glaciers by high resolution Pol-InSAR data: first analysis of Argentière E-SAR acquisitions and in-situ measurementsIGARSS 2007 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2007, Barcelone, Spain. pp.CDROM
Communication dans un congrès
hal-00164163
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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.Société Hydrotechnique de France (SHF), Section de Glaciologie-Nivologie, Mar 2007, Saint Martin d'Hères, France
Communication dans un congrès
hal-00175936
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Three-dimensional surface velocities of Argentiere and Mer de Glace glaciers, France, derived from radar interferometry : Analysis and comparison with in-situ measurements.EGU 2007 - European Geosciences Union General Assembly, Apr 2007, Vienne, Austria. pp.Vol. 9, 10032,2007
Communication dans un congrès
hal-00175928
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Multi-date ERS tandem interferogram analysis: application to alpine glaciersMULTITEMP 2007 - 4th International Workshop on the Analysis of Multitemporal Remote Sensing Images, Jul 2007, Leuven, Belgium. pp.1-6
Communication dans un congrès
halshs-00264864
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Coherent-stable scatterers detection in SAR multi-interferograms: feature fuzzy fusion in Alpine glacier geophysical contextIGARSS 2007 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2007, Barcelone, Spain
Communication dans un congrès
hal-00144076
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Monitoring Alpine Glaciers with ALOS SAR and Optical dataLSI 2007, 2007, -, Japan. pp.1-4
Communication dans un congrès
halshs-00264871
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Feature detection in POLinSAR images by an interactive fuzzy fusion approach. Application to glacier monitoringPOLinSAR 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-00164168
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High Resolution SAR Interferometry: influence of local topography in the context of glacier monitoringJul 2006
Communication dans un congrès
hal-00133148
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Use of Statistical Hypothesis Test for Mines Detection in SAS Imagery14th European Signal Processing Conference (EUSIPCO), 2006, Florence, Italy
Communication dans un congrès
hal-00069634
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High Resolution SAR Interferometry: influence of local topography in the context of glacier monitoringInternational Geoscience And Remote Sensing Symposium, Jul 2006, Denver, United States. pp.4008-4011
Communication dans un congrès
hal-00164175
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High Resolution SAR Interferometry: influence of local topography in the context of glacier monitoringInternational Geoscience And Remote Sensing Symposium, Jul 2006, Denver, United States. pp.1-4
Communication dans un congrès
halshs-00264815
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Wavelet based texture modeling for VHR image classification: application to the differentiation of maritime pine forest age classesPleiades Days, Apr 2014, Toulouse, France. , 2014
Poster de conférence
hal-02801699
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Change detection in remote sensing observationsJ. 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-00437081
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Vine Vigour Characterization using a Multi-temporal X-band SAR Very High Resolution dataset2019
Pré-publication, Document de travail
hal-01971391
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A GEOMETRIC LEARNING APPROACH ON THE SPACE OF COMPLEX COVARIANCE MATRICES2017
Pré-publication, Document de travail
hal-01483449
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Riemannian Laplace distribution on the space of symmetric positive definite matrices2015
Pré-publication, Document de travail
hal-01248573
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Mesure de grands déplacements a partir de données Radar a Synthese d'Ouverture (RSO) multivariées[Rapport de recherche] GIPSA-LAB. 2009, 66 p
Rapport
(rapport de recherche)
hal-01485794
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Développement d'outils et de méthodes de télédétection spatiale optique et radar nécessaires à la haute résolution spatialeTraitement du signal et de l'image [eess.SP]. Institut National Polytechnique de Grenoble - INPG, 2008. Français. ⟨NNT : ⟩
Thèse
tel-00369350
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