Lionel Bombrun
Orcid: 0000-0001-9036-3988
According to our database1,
Lionel Bombrun
authored at least 75 papers
between 2005 and 2024.
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Bibliography
2024
Riemannian Generalized Gaussian Distributions on the Space of SPD Matrices for Image Classification.
IEEE Access, 2024
2023
Group-Conditional Conformal Prediction via Quantile Regression Calibration for Crop and Weed Classification.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the 31st European Signal Processing Conference, 2023
2022
Exploratory Analysis on Pixelwise Image Segmentation Metrics with an Application in Proximal Sensing.
Remote. Sens., 2022
Remote Sensing Scene Classification Based on Covariance Pooling of Multi-layer CNN Features Guided by Saliency Maps.
Proceedings of the Pattern Recognition and Artificial Intelligence, 2022
Deep Ensemble Learning Model Based on Covariance Pooling of Multi-Layer CNN Features.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
2021
Content-based image retrieval: Colorfulness and Depth visual perception quantification.
Proceedings of the 18th International Conference on Content-Based Multimedia Indexing, 2021
2020
Classification of Atlantic Coastal Sand Dune Vegetation Using In Situ, UAV, and Airborne Hyperspectral Data.
Remote. Sens., 2020
Ensemble Learning Approaches Based on Covariance Pooling of CNN Features for High Resolution Remote Sensing Scene Classification.
Remote. Sens., 2020
Cluster Kernel For Learning Similarities Between Symmetric Positive Definite Matrix Time Series.
Proceedings of the IEEE International Conference on Image Processing, 2020
2019
Comparison of SIFT Encoded and Deep Learning Features for the Classification and Detection of Esca Disease in Bordeaux Vineyards.
Remote. Sens., 2019
Potential of High-Resolution Pléiades Imagery to Monitor Salt Marsh Evolution After <i>Spartina</i> Invasion.
Remote. Sens., 2019
An ensemble learning approach for the classification of remote sensing scenes based on covariance pooling of CNN features.
Proceedings of the 27th European Signal Processing Conference, 2019
2018
Gaussian Distributions on Riemannian Symmetric Spaces: Statistical Learning With Structured Covariance Matrices.
IEEE Trans. Inf. Theory, 2018
Fisher Vector Coding for Covariance Matrix Descriptors Based on the Log-Euclidean and Affine Invariant Riemannian Metrics.
J. Imaging, 2018
Image classification based on log-Euclidean Fisher Vectors for covariance matrix descriptors.
Proceedings of the Eighth International Conference on Image Processing Theory, 2018
Covariance Matrices Encoding Based on the Log-Euclidean and Affine Invariant Riemannian Metrics.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018
2017
Riemannian Gaussian Distributions on the Space of Symmetric Positive Definite Matrices.
IEEE Trans. Inf. Theory, 2017
Structure Tensor Riemannian Statistical Models for CBIR and Classification of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2017
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Color Texture Image Retrieval Based on Local Extrema Features and Riemannian Distance.
J. Imaging, 2017
Classification approach based on the product of riemannian manifolds from Gaussian parametrization space.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Co-occurrence Matrix of Covariance Matrices: A Novel Coding Model for the Classification of Texture Images.
Proceedings of the Geometric Science of Information - Third International Conference, 2017
2016
Spectral-Spatial Classification of Hyperspectral Images Using ICA and Edge-Preserving Filter via an Ensemble Strategy.
IEEE Trans. Geosci. Remote. Sens., 2016
Supervised Classification of Very High Resolution Optical Images Using Wavelet-Based Textural Features.
IEEE Trans. Geosci. Remote. Sens., 2016
An M-Estimator for Robust Centroid Estimation on the Manifold of Covariance Matrices.
IEEE Signal Process. Lett., 2016
Riemannian Laplace Distribution on the Space of Symmetric Positive Definite Matrices.
Entropy, 2016
Texture image classification with Riemannian fisher vectors issued from a Laplacian model.
Proceedings of the IEEE 12th Image, Video, and Multidimensional Signal Processing Workshop, 2016
Texture retrieval from very high resolution remote sensing images using local extrema-based descriptors.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Classification of hyperspectral data with ensemble of subspace ICA and edge-preserving filtering.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
An M-estimator for robust centroid estimation on the manifold of covariance matrices: Performance analysis and application to image classification.
Proceedings of the 24th European Signal Processing Conference, 2016
2015
IEEE Signal Process. Lett., 2015
Wavelet-Based Texture Features for the Classification of Age Classes in a Maritime Pine Forest.
IEEE Geosci. Remote. Sens. Lett., 2015
Classification of oyster habitats by combining wavelet-based texture features and polarimetric SAR descriptors.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Statistical hypothesis test for maritime pine forest SAR images classification based on the geodesic distance.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Texture classification using Rao's distance: An EM algorithm on the poincaré half plane.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Statistical hypothesis test for robust classification on the space of covariance matrices.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the Geometric Science of Information - Second International Conference, 2015
2014
Wavelet based texture modeling for panchromatic very high resolution image classification: Application to oyster racks detection.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Wavelet based texture modeling for the classification of very high resolution maritime pine forest images.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
2013
IEEE Trans. Signal Process., 2013
Texture based image retrieval and classification of very high resolution maritime pine forest images.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
K-centroids-based supervised classification of texture images: Handling the intra-class diversity.
Proceedings of the IEEE International Conference on Acoustics, 2013
K-Centroids-Based Supervised Classification of Texture Images Using the SIRV Modeling.
Proceedings of the Geometric Science of Information - First International Conference, 2013
Proceedings of the 21st European Signal Processing Conference, 2013
2012
Multivariate texture retrieval using the Kullback-Leibler divergence between bivariate generalized Gamma times an Uniform distribution.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Performance of the maximum likelihood estimators for the parameters of multivariate generalized Gaussian distributions.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
2011
Hierarchical Segmentation of Polarimetric SAR Images Using Heterogeneous Clutter Models.
IEEE Trans. Geosci. Remote. Sens., 2011
Monitoring Temperate Glacier Displacement by Multi-Temporal TerraSAR-X Images and Continuous GPS Measurements.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2011
IEEE J. Sel. Top. Signal Process., 2011
Multivariate texture retrieval using the geodesic distance between elliptically distributed random variables.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Multivariate texture retrieval using the SIRV representation and the geodesic distance.
Proceedings of the IEEE International Conference on Acoustics, 2011
2010
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
2009
IEEE Geosci. Remote. Sens. Lett., 2009
Preliminary Terrasar-X Observations for Temperate Glaciers on the Chamonix Mont Blanc Test Site.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Hierarchical Segmentation of Polarimetric SAR Images using Heterogeneous Clutter Models.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
2008
Développement d'outils et de méthodes de télédétection spatiale optique et radar nécessaires à la haute résolution spatiale.
PhD thesis, 2008
IEEE Geosci. Remote. Sens. Lett., 2008
Normalized Coherency Matrix Estimation Under the SIRV Model. Alpine Glacier Polsar Data Analysis.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Segmentation of Polarimetric SAR Data based on the Fisher Distribution for Texture Modeling.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
2007
Combining Airborne Photographs and Spaceborne SAR Data to Monitor Temperate Glaciers: Potentials and Limits.
IEEE Trans. Geosci. Remote. Sens., 2007
Coherent-stable scatterers detection in SAR multi-interferograms: Feature fuzzy fusion in Alpine glacier geophysical context.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Monitoring temperate glaciers by high resolution Pol-InSAR data: First analysis of Argentière E-SAR acquisitions and in-situ measurements.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
2006
Proceedings of the 14th European Signal Processing Conference, 2006
2005
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005