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2020 – today
- 2024
[j28]Zakariae Abbad
, Ahmed Drissi El Maliani, Mohammed El Hassouni, Mohamed Tahar Kadaoui Abbassi, Lionel Bombrun, Yannick Berthoumieu:
Riemannian Generalized Gaussian Distributions on the Space of SPD Matrices for Image Classification. IEEE Access 12: 26096-26109 (2024)- [j27]Solène Vilfroy, Lionel Bombrun, Thierry Urruty, Florence de Grancey, Jean-Philippe Lebrat, Philippe Carré:
Conformal prediction for regression models with asymmetrically distributed errors: application to aircraft navigation during landing maneuver. Mach. Learn. 113(10): 7841-7866 (2024) - [j26]Vinícius Silva Osterne Ribeiro, Lionel Bombrun, Juvêncio Santos Nobre, Charles Casimiro Cavalcante, Yannick Berthoumieu:
A general robust approach for joint modeling of the family of scale mixture of Normal distribution. Signal Process. 220: 109426 (2024) - [c51]Paul Melki, Lionel Bombrun, Boubacar Diallo, Jérôme Dias, Jean-Pierre Da Costa:
The Penalized Inverse Probability Measure for Conformal Classification. CVPR Workshops 2024: 3512-3521 - [c50]Zakariae Abbad, Ahmed Drissi El Maliani, Mohammed El Hassouni, Mohamed Tahar Kadaoui Abbassi, Lionel Bombrun, Yannick Berthoumieu:
Texture Classification Using RGGD Statistical Model of CNN Feature Maps Encoding. EUSIPCO 2024: 1202-1206 - [i2]Paul Melki, Lionel Bombrun, Boubacar Diallo, Jérôme Dias, Jean-Pierre Da Costa:
The Penalized Inverse Probability Measure for Conformal Classification. CoRR abs/2406.08884 (2024) - 2023
- [c49]Sara Akodad, Lionel Bombrun, Christian Germain, Yannick Berthoumieu:
A Gaussian mixture model with multiple tangent planes. EUSIPCO 2023: 950-954 - [c48]Paul Melki, Lionel Bombrun, Boubacar Diallo, Jérôme Dias, Jean-Pierre Da Costa:
Group-Conditional Conformal Prediction via Quantile Regression Calibration for Crop and Weed Classification. ICCV (Workshops) 2023: 614-623 - [i1]Paul Melki, Lionel Bombrun, Boubacar Diallo, Jérôme Dias, Jean-Pierre Da Costa:
Group-Conditional Conformal Prediction via Quantile Regression Calibration for Crop and Weed Classification. CoRR abs/2308.15094 (2023) - 2022
- [j25]Paul Melki, Lionel Bombrun, Estelle Millet, Boubacar Diallo, Hakim Elchaoui Elghor, Jean-Pierre Da Costa:
Exploratory Analysis on Pixelwise Image Segmentation Metrics with an Application in Proximal Sensing. Remote. Sens. 14(4): 996 (2022) - [c47]Sara Akodad, Lionel Bombrun, Maria Puscasu, Junshi Xia, Christian Germain, Yannick Berthoumieu:
Deep Ensemble Learning Model Based on Covariance Pooling of Multi-Layer CNN Features. ICIP 2022: 1081-1085 - [c46]Sara Akodad, Lionel Bombrun, Christian Germain, Yannick Berthoumieu:
Remote Sensing Scene Classification Based on Covariance Pooling of Multi-layer CNN Features Guided by Saliency Maps. ICPRAI (1) 2022: 579-590 - 2021
- [c45]Solène Vilfroy, Thierry Urruty, Philippe Carré, Lionel Bombrun, Arnaud Bour:
Content-based image retrieval: Colorfulness and Depth visual perception quantification. CBMI 2021: 1-6 - 2020
- [j24]Quentin Laporte-Fauret, Bertrand Lubac, Bruno Castelle, Richard Michalet, Vincent Marieu, Lionel Bombrun, Patrick Launeau, Manuel Giraud, Cassandra Normandin, David Rosebery:
Classification of Atlantic Coastal Sand Dune Vegetation Using In Situ, UAV, and Airborne Hyperspectral Data. Remote. Sens. 12(14): 2222 (2020) - [j23]Sara Akodad, Lionel Bombrun, Junshi Xia, Yannick Berthoumieu, Christian Germain:
Ensemble Learning Approaches Based on Covariance Pooling of CNN Features for High Resolution Remote Sensing Scene Classification. Remote. Sens. 12(20): 3292 (2020) - [c44]Sara Akodad, Lionel Bombrun, Yannick Berthoumieu, Christian Germain:
Cluster Kernel For Learning Similarities Between Symmetric Positive Definite Matrix Time Series. ICIP 2020: 3304-3308
2010 – 2019
- 2019
- [j22]Florian Rançon, Lionel Bombrun, Barna Keresztes, Christian Germain:
Comparison of SIFT Encoded and Deep Learning Features for the Classification and Detection of Esca Disease in Bordeaux Vineyards. Remote. Sens. 11(1): 1 (2019) - [j21]Bárbara Proença, Frédéric Frappart, Bertrand Lubac, Vincent Marieu, Bertrand Ygorra, Lionel Bombrun, Richard Michalet, Aldo Sottolichio:
Potential of High-Resolution Pléiades Imagery to Monitor Salt Marsh Evolution After Spartina Invasion. Remote. Sens. 11(8): 968 (2019) - [c43]Sara Akodad, Solène Vilfroy, Lionel Bombrun, Charles C. Cavalcante, Christian Germain, Yannick Berthoumieu:
An ensemble learning approach for the classification of remote sensing scenes based on covariance pooling of CNN features. EUSIPCO 2019: 1-5 - 2018
- [j20]Ioana Ilea, Lionel Bombrun, Salem Said, Yannick Berthoumieu:
Fisher Vector Coding for Covariance Matrix Descriptors Based on the Log-Euclidean and Affine Invariant Riemannian Metrics. J. Imaging 4(7): 85 (2018) - [j19]Salem Said, Hatem Hajri, Lionel Bombrun, Baba C. Vemuri:
Gaussian Distributions on Riemannian Symmetric Spaces: Statistical Learning With Structured Covariance Matrices. IEEE Trans. Inf. Theory 64(2): 752-772 (2018) - [c42]Ioana Ilea, Lionel Bombrun, Salem Said, Yannick Berthoumieu:
Covariance Matrices Encoding Based on the Log-Euclidean and Affine Invariant Riemannian Metrics. CVPR Workshops 2018: 393-402 - [c41]Sara Akodad, Lionel Bombrun, Charles Yaacoub, Yannick Berthoumieu, Christian Germain:
Image classification based on log-Euclidean Fisher Vectors for covariance matrix descriptors. IPTA 2018: 1-6 - 2017
- [j18]Minh-Tan Pham, Grégoire Mercier, Lionel Bombrun:
Color Texture Image Retrieval Based on Local Extrema Features and Riemannian Distance. J. Imaging 3(4): 43 (2017) - [j17]Junshi Xia, Lionel Bombrun, Yannick Berthoumieu, Christian Germain, Peijun Du:
Spectral-Spatial Rotation Forest for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(10): 4605-4613 (2017) - [j16]Roxana-Gabriela Rosu, Marc Donias, Lionel Bombrun, Salem Said, Olivier Regniers, Jean-Pierre Da Costa:
Structure Tensor Riemannian Statistical Models for CBIR and Classification of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 55(1): 248-260 (2017) - [j15]Salem Said, Lionel Bombrun, Yannick Berthoumieu, Jonathan H. Manton:
Riemannian Gaussian Distributions on the Space of Symmetric Positive Definite Matrices. IEEE Trans. Inf. Theory 63(4): 2153-2170 (2017) - [c40]Ioana Ilea, Lionel Bombrun, Salem Said, Yannick Berthoumieu:
Co-occurrence Matrix of Covariance Matrices: A Novel Coding Model for the Classification of Texture Images. GSI 2017: 736-744 - [c39]Hatem Hajri, Salem Said, Lionel Bombrun, Yannick Berthoumieu:
A geometric learning approach on the space of complex covariance matrices. ICASSP 2017: 2337-2341 - [c38]Yannick Berthoumieu, Lionel Bombrun, Christian Germain, Salem Said:
Classification approach based on the product of riemannian manifolds from Gaussian parametrization space. ICIP 2017: 206-210 - 2016
- [j14]Hatem Hajri, Ioana Ilea, Salem Said, Lionel Bombrun, Yannick Berthoumieu:
Riemannian Laplace Distribution on the Space of Symmetric Positive Definite Matrices. Entropy 18(3): 98 (2016) - [j13]Ioana Ilea, Lionel Bombrun, Romulus Terebes, Monica Borda, Christian Germain:
An M-Estimator for Robust Centroid Estimation on the Manifold of Covariance Matrices. IEEE Signal Process. Lett. 23(9): 1255-1259 (2016) - [j12]Olivier Regniers, Lionel Bombrun, Virginie Lafon, Christian Germain:
Supervised Classification of Very High Resolution Optical Images Using Wavelet-Based Textural Features. IEEE Trans. Geosci. Remote. Sens. 54(6): 3722-3735 (2016) - [j11]Junshi Xia, Lionel Bombrun, Tülay Adali, Yannick Berthoumieu, Christian Germain:
Spectral-Spatial Classification of Hyperspectral Images Using ICA and Edge-Preserving Filter via an Ensemble Strategy. IEEE Trans. Geosci. Remote. Sens. 54(8): 4971-4982 (2016) - [c37]Ioana Ilea, Hatem Hajri, Salem Said, Lionel Bombrun, Christian Germain, Yannick Berthoumieu:
An M-estimator for robust centroid estimation on the manifold of covariance matrices: Performance analysis and application to image classification. EUSIPCO 2016: 2196-2200 - [c36]Junshi Xia, Lionel Bombrun, Tülay Adali, Yannick Berthoumieu, Christian Germain:
Classification of hyperspectral data with ensemble of subspace ICA and edge-preserving filtering. ICASSP 2016: 1422-1426 - [c35]Junshi Xia, Lionel Bombrun, Yannick Berthoumieu, Christian Germain:
Multiple features learning via rotation strategy. ICIP 2016: 2206-2210 - [c34]Ioana Ilea, Lionel Bombrun, Christian Germain, Romulus Terebes, Monica Borda, Yannick Berthoumieu:
Texture image classification with Riemannian fisher vectors. ICIP 2016: 3543-3547 - [c33]Minh-Tan Pham, Grégoire Mercier, Olivier Regniers, Lionel Bombrun, Julien Michel:
Texture retrieval from very high resolution remote sensing images using local extrema-based descriptors. IGARSS 2016: 1839-1842 - [c32]Junshi Xia, Lionel Bombrun, Yannick Berthoumieu, Christian Germain, Peijun Du:
Spectral-spatial Rotation Forest for hyperspectral image classification. IGARSS 2016: 5126-5129 - [c31]Ioana Ilea, Lionel Bombrun, Christian Germain, Yannick Berthoumieu:
Texture image classification with Riemannian fisher vectors issued from a Laplacian model. IVMSP 2016: 1-5 - 2015
- [j10]Olivier Regniers, Lionel Bombrun, Dominique Guyon, Jean-Charles Samalens, Christian Germain:
Wavelet-Based Texture Features for the Classification of Age Classes in a Maritime Pine Forest. IEEE Geosci. Remote. Sens. Lett. 12(3): 621-625 (2015) - [j9]Zois Boukouvalas, Salem Said, Lionel Bombrun, Yannick Berthoumieu, Tülay Adali:
A New Riemannian Averaged Fixed-Point Algorithm for MGGD Parameter Estimation. IEEE Signal Process. Lett. 22(12): 2314-2318 (2015) - [c30]Salem Said, Lionel Bombrun, Yannick Berthoumieu:
Texture Classification Using Rao's Distance on the Space of Covariance Matrices. GSI 2015: 371-378 - [c29]Ioana Ilea, Lionel Bombrun, Christian Germain, Romulus Terebes, Monica Borda:
Statistical hypothesis test for robust classification on the space of covariance matrices. ICIP 2015: 271-275 - [c28]Salem Said, Lionel Bombrun, Yannick Berthoumieu:
Texture classification using Rao's distance: An EM algorithm on the poincaré half plane. ICIP 2015: 3466-3470 - [c27]Samia Boukir, Olivier Regniers, Li Guo, Lionel Bombrun, Christian Germain:
Texture-based forest cover classification using random forests and ensemble margin. IGARSS 2015: 3072-3075 - [c26]Ioana Ilea, Lionel Bombrun, Christian Germain, Isabelle Champion, Romulus Terebes, Monica Borda:
Statistical hypothesis test for maritime pine forest SAR images classification based on the geodesic distance. IGARSS 2015: 3215-3218 - [c25]Olivier Regniers, Lionel Bombrun, Ioana Ilea, Virginie Lafon, Christian Germain:
Classification of oyster habitats by combining wavelet-based texture features and polarimetric SAR descriptors. IGARSS 2015: 3890-3893 - 2014
- [j8]Salem Said, Lionel Bombrun, Yannick Berthoumieu:
New Riemannian Priors on the Univariate Normal Model. Entropy 16(7): 4015-4031 (2014) - [c24]Aurelien Jean Schutz, Lionel Bombrun, Yannick Berthoumieu:
Intrinsic prior for Bayesian classification of texture images. ICASSP 2014: 4359-4363 - [c23]Olivier Regniers, Lionel Bombrun, Dominique Guyon, Jean-Charles Samalens, Claire Tinel, Gilbert Grenier, Christian Germain:
Wavelet based texture modeling for the classification of very high resolution maritime pine forest images. IGARSS 2014: 2027-2030 - [c22]Olivier Regniers, Lionel Bombrun, Virginie Lafon, Aurélie Dehouck, Claire Tinel, Christian Germain:
Wavelet based texture modeling for panchromatic very high resolution image classification: Application to oyster racks detection. IGARSS 2014: 5148-5151 - 2013
- [j7]Frédéric Pascal, Lionel Bombrun, Jean-Yves Tourneret, Yannick Berthoumieu:
Parameter Estimation For Multivariate Generalized Gaussian Distributions. IEEE Trans. Signal Process. 61(23): 5960-5971 (2013) - [c21]Aurelien J. Schutz, Lionel Bombrun, Yannick Berthoumieu, Mohamed Najim:
Centroid-based texture classification using the generalized Gamma distribution. EUSIPCO 2013: 1-5 - [c20]Aurelien J. Schutz, Lionel Bombrun, Yannick Berthoumieu:
K-Centroids-Based Supervised Classification of Texture Images Using the SIRV Modeling. GSI 2013: 140-148 - [c19]Aurelien J. Schutz, Lionel Bombrun, Yannick Berthoumieu:
K-centroids-based supervised classification of texture images: Handling the intra-class diversity. ICASSP 2013: 1498-1502 - [c18]Aurelien J. Schutz, Lionel Bombrun, Yannick Berthoumieu:
Centroid-based texture classification using the SIRV representation. ICIP 2013: 3810-3814 - [c17]Olivier Regniers, Jean-Pierre Da Costa, Gilbert Grenier, Christian Germain, Lionel Bombrun:
Texture based image retrieval and classification of very high resolution maritime pine forest images. IGARSS 2013: 4038-4041 - 2012
- [c16]Lionel Bombrun, Frédéric Pascal, Jean-Yves Tourneret, Yannick Berthoumieu:
Performance of the maximum likelihood estimators for the parameters of multivariate generalized Gaussian distributions. ICASSP 2012: 3525-3528 - [c15]Lionel Bombrun, Yannick Berthoumieu:
Multivariate texture retrieval using the Kullback-Leibler divergence between bivariate generalized Gamma times an Uniform distribution. ICIP 2012: 2413-2416 - 2011
- [j6]Olivier Harant, Lionel Bombrun, Gabriel Vasile, Laurent Ferro-Famil, Michel Gay:
Displacement Estimation by Maximum-Likelihood Texture Tracking. IEEE J. Sel. Top. Signal Process. 5(3): 398-407 (2011) - [j5]Renaud Fallourd, Olivier Harant, Emmanuel Trouvé, Jean-Marie Nicolas, Michel Gay, Andrea Walpersdorf, Jean-Louis Mugnier, Jonathan Serafini, Diana Rosu, Lionel Bombrun, Gabriel Vasile, Nathalie Cotte, Flavien Vernier, Florence Tupin, Luc Moreau, Philippe Bolon:
Monitoring Temperate Glacier Displacement by Multi-Temporal TerraSAR-X Images and Continuous GPS Measurements. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 4(2): 372-386 (2011) - [j4]Lionel Bombrun, Gabriel Vasile, Michel Gay, Felix Totir:
Hierarchical Segmentation of Polarimetric SAR Images Using Heterogeneous Clutter Models. IEEE Trans. Geosci. Remote. Sens. 49(2): 726-737 (2011) - [c14]Lionel Bombrun, Noureddine Lasmar, Yannick Berthoumieu, Geert Verdoolaege:
Multivariate texture retrieval using the SIRV representation and the geodesic distance. ICASSP 2011: 865-868 - [c13]Lionel Bombrun, Yannick Berthoumieu, Noureddine Lasmar, Geert Verdoolaege:
Multivariate texture retrieval using the geodesic distance between elliptically distributed random variables. ICIP 2011: 3637-3640 - 2010
- [c12]Lionel Bombrun, Gabriel Vasile, Michel Gay, Jean Philippe Ovarlez, Frédéric Pascal:
Roll invariant target detection based on PolSAR clutter models. IGARSS 2010: 2511-2514 - [c11]Olivier Harant, Lionel Bombrun, Gabriel Vasile, Laurent Ferro-Famil, Michel Gay:
Maximum Likelihood texture tracking in highly heterogeneous PolSAR clutter. IGARSS 2010: 4031-4034 - [c10]Felix Totir, Gabriel Vasile, Lionel Bombrun, Michel Gay:
PolSAR images characterization through Blind Sources Separation techniques. IGARSS 2010: 4039-4042 - [c9]Lionel Bombrun:
Extension of the Target Scattering Vector Model to the bistatic case. IGARSS 2010: 4047-4050
2000 – 2009
- 2009
- [j3]Lionel Bombrun, Michel Gay, Emmanuel Trouvé, Gabriel Vasile, Jérôme I. Mars:
DEM Error Retrieval by Analyzing Time Series of Differential Interferograms. IEEE Geosci. Remote. Sens. Lett. 6(4): 830-834 (2009) - [c8]Lionel Bombrun, Jean-Marie Beaulieu, Gabriel Vasile, Jean Philippe Ovarlez, Frédéric Pascal, Michel Gay:
Hierarchical Segmentation of Polarimetric SAR Images using Heterogeneous Clutter Models. IGARSS (3) 2009: 5-8 - [c7]Olivier Harant, Renaud Fallourd, Lionel Bombrun, Michel Gay, Emmanuel Trouvé, Gabriel Vasile, Jean-Marie Nicolas:
Preliminary Terrasar-X Observations for Temperate Glaciers on the Chamonix Mont Blanc Test Site. IGARSS (2) 2009: 218-221 - 2008
- [b1]Lionel Bombrun:
Développement d'outils et de méthodes de télédétection spatiale optique et radar nécessaires à la haute résolution spatiale. Grenoble Institute of Technology, France, 2008 - [j2]Lionel Bombrun, Jean-Marie Beaulieu:
Fisher Distribution for Texture Modeling of Polarimetric SAR Data. IEEE Geosci. Remote. Sens. Lett. 5(3): 512-516 (2008) - [c6]Gabriel Vasile, Jean Philippe Ovarlez, Frédéric Pascal, Celine Tison, Lionel Bombrun, Michel Gay, Emmanuel Trouvé:
Normalized Coherency Matrix Estimation Under the SIRV Model. Alpine Glacier Polsar Data Analysis. IGARSS (1) 2008: 74-77 - [c5]Lionel Bombrun, Jean-Marie Beaulieu:
Segmentation of Polarimetric SAR Data based on the Fisher Distribution for Texture Modeling. IGARSS (5) 2008: 350-353 - 2007
- [j1]Emmanuel Trouvé, Gabriel Vasile, Michel Gay, Lionel Bombrun, Pierre Grussenmeyer, Tania Landes, Jean-Marie Nicolas, Philippe Bolon, Ivan Pétillot, Andreea Julea, Lionel Valet, Jocelyn Chanussot, Mathieu Koehl:
Combining Airborne Photographs and Spaceborne SAR Data to Monitor Temperate Glaciers: Potentials and Limits. IEEE Trans. Geosci. Remote. Sens. 45(4): 905-924 (2007) - [c4]Tania Landes, Michel Gay, Emmanuel Trouvé, Jean-Marie Nicolas, Lionel Bombrun, Gabriel Vasile, Irena Hajnsek:
Monitoring temperate glaciers by high resolution Pol-InSAR data: First analysis of Argentière E-SAR acquisitions and in-situ measurements. IGARSS 2007: 184-187 - [c3]Gabriel Vasile, Emmanuel Trouvé, Lionel Valet, Jean-Marie Nicolas, Lionel Bombrun, Michel Gay, Ivan Pétillot, Philippe Bolon, Vasile Buzuloiu:
Coherent-stable scatterers detection in SAR multi-interferograms: Feature fuzzy fusion in Alpine glacier geophysical context. IGARSS 2007: 4862-4865 - 2006
- [c2]Lionel Bombrun, Frédéric Maussang, Eric Moisan, Alain Hétet:
Use of statistical hypothesis test for mines detection in SAS imagery. EUSIPCO 2006: 1-5 - 2005
- [c1]Jocelyn Chanussot, Patrick Bas, Lionel Bombrun:
Airborne remote sensing of vineyards for the detection of dead vine trees. IGARSS 2005: 3090-3093
Coauthor Index
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