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Lionel Bombrun
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Publications
- 2023
- [c49]Sara Akodad, Lionel Bombrun, Christian Germain, Yannick Berthoumieu:
A Gaussian mixture model with multiple tangent planes. EUSIPCO 2023: 950-954 - 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 - 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 - 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) - [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
- [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
- [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) - [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
- [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 - [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) - [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 - [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
- [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
- [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
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