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1

Comparison of SIFT Encoded and Deep Learning Features for the Classification and Detection of Esca Disease in Bordeaux Vineyards

Rançon, Florian, Bombrun, Lionel, Keresztes, Barna, Germain, Christian

Journal:

Year:

2018

Language:

english

File:

PDF, 12.58 MB

english, 2018

2

Riemannian Gaussian Distributions on the Space of Symmetric Positive Definite Matrices

Said, Salem, Bombrun, Lionel, Berthoumieu, Yannick, Manton, Jonathan H.

Journal:

IEEE Transactions on Information Theory

Year:

2017

Language:

english

File:

PDF, 421 KB

english, 2017

3

Parameter Estimation For Multivariate Generalized Gaussian Distributions

Pascal, Frederic, Bombrun, Lionel, Tourneret, Jean-Yves, Berthoumieu, Yannick

Journal:

IEEE Transactions on Signal Processing

Year:

2013

Language:

english

File:

PDF, 2.92 MB

english, 2013

4

New Riemannian Priors on the Univariate Normal Model

Said, Salem, Bombrun, Lionel, Berthoumieu, Yannick

Journal:

Year:

2014

Language:

english

File:

PDF, 2.36 MB

english, 2014

5

Classification of Atlantic Coastal Sand Dune Vegetation Using In Situ, UAV, and Airborne Hyperspectral Data

Laporte-Fauret, Quentin, Lubac, Bertrand, Castelle, Bruno, Michalet, Richard, Marieu, Vincent, Bombrun, Lionel, Launeau, Patrick, Giraud, Manuel, Normandin, Cassandra, Rosebery, David

Journal:

Year:

2020

File:

PDF, 5.39 MB

2020

6

[IEEE 2016 IEEE 12th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP) - Bordeaux, France (2016.7.11-2016.7.12)] 2016 IEEE 12th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP) - Texture image classification with Riemannian fisher vectors issued from a Laplacian model

Ilea, Ioana, Bombrun, Lionel, Germain, Christian, Berthoumieu, Yannick

Year:

2016

Language:

english

File:

PDF, 282 KB

english, 2016

7

[IEEE ICASSP 2013 - 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Vancouver, BC, Canada (2013.05.26-2013.05.31)] 2013 IEEE International Conference on Acoustics, Speech and Signal Processing - K-centroids-based supervised classification of texture images: Handling the intra-class diversity

Schutz, Aurelien, Bombrun, Lionel, Berthoumieu, Yannick

Year:

2013

Language:

english

File:

PDF, 189 KB

english, 2013

8

Color Texture Image Retrieval Based on Local Extrema Features and Riemannian Distance

Pham, Minh-Tan, Mercier, Grégoire, Bombrun, Lionel

Journal:

Journal of Imaging

Year:

2017

Language:

english

File:

PDF, 8.86 MB

english, 2017

9

[IEEE 2020 IEEE International Conference on Image Processing (ICIP) - Abu Dhabi, United Arab Emirates (2020.10.25-2020.10.28)] 2020 IEEE International Conference on Image Processing (ICIP) - Cluster Kernel For Learning Similarities Between Symmetric Positive Definite Matrix Time Series

Akodad, Sara, Bombrun, Lionel, Berthoumieu, Yannick, Germain, Christian

Year:

2020

File:

PDF, 165 KB

2020

10

Wavelet-Based Texture Features for the Classification of Age Classes in a Maritime Pine Forest

Regniers, Olivier, Bombrun, Lionel, Guyon, Dominique, Samalens, Jean-Charles, Germain, Christian

Journal:

IEEE Geoscience and Remote Sensing Letters

Year:

2015

Language:

english

File:

PDF, 594 KB

english, 2015

11

A New Riemannian Averaged Fixed-Point Algorithm for MGGD Parameter Estimation

Boukouvalas, Zois, Said, Salem, Bombrun, Lionel, Berthoumieu, Yannick, Adali, Tulay

Journal:

IEEE Signal Processing Letters

Year:

2015

Language:

english

File:

PDF, 787 KB

english, 2015

12

[IEEE 2016 24th European Signal Processing Conference (EUSIPCO) - Budapest, Hungary (2016.8.29-2016.9.2)] 2016 24th European Signal Processing Conference (EUSIPCO) - An M-estimator for robust centroid estimation on the manifold of covariance matrices: Performance analysis and application to image classification

Ilea, Ioana, Hajri, Hatem, Said, Salem, Bombrun, Lionel, Germain, Christian, Berthoumieu, Yannick

Year:

2016

Language:

english

File:

PDF, 155 KB

english, 2016

13

[IEEE ICASSP 2017 - 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - New Orleans, LA, USA (2017.3.5-2017.3.9)] 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - A geometric learning approach on the space of complex covariance matrices

Hajri, Hatem, Said, Salem, Bombrun, Lionel, Berthoumieu, Yannick

Year:

2017

Language:

english

File:

PDF, 233 KB

english, 2017

14

Riemannian Laplace Distribution on the Space of Symmetric Positive Definite Matrices

Hajri, Hatem, Ilea, Ioana, Said, Salem, Bombrun, Lionel, Berthoumieu, Yannick

Journal:

Year:

2016

Language:

english

File:

PDF, 952 KB

english, 2016

15

Fisher Vector Coding for Covariance Matrix Descriptors Based on the Log-Euclidean and Affine Invariant Riemannian Metrics

Ilea, Ioana, Bombrun, Lionel, Said, Salem, Berthoumieu, Yannick

Journal:

Journal of Imaging

Year:

2018

Language:

english

File:

PDF, 3.88 MB

english, 2018

16

[IEEE 2011 18th IEEE International Conference on Image Processing (ICIP 2011) - Brussels, Belgium (2011.09.11-2011.09.14)] 2011 18th IEEE International Conference on Image Processing - Multivariate texture retrieval using the geodesic distance between elliptically distributed random variables

Bombrun, Lionel, Berthoumieu, Yannick, Lasmar, Nour-Eddine, Verdoolaege, Geert

Year:

2011

Language:

english

File:

PDF, 358 KB

english, 2011

17

[IEEE 2015 IEEE International Conference on Image Processing (ICIP) - Quebec City, QC, Canada (2015.9.27-2015.9.30)] 2015 IEEE International Conference on Image Processing (ICIP) - Statistical hypothesis test for robust classification on the space of covariance matrices

Ilea, Ioana, Bombrun, Lionel, Germain, Christian, Terebes, Romulus, Borda, Monica

Year:

2015

Language:

english

File:

PDF, 615 KB

english, 2015

18

[IEEE ICASSP 2014 - 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Florence, Italy (2014.5.4-2014.5.9)] 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Intrinsic prior for Bayesian classification of texture images

Schutz, Aurelien, Bombrun, Lionel, Berthoumieu, Yannick

Year:

2014

Language:

english

File:

PDF, 156 KB

english, 2014

19

[IEEE IGARSS 2015 - 2015 IEEE International Geoscience and Remote Sensing Symposium - Milan, Italy (2015.7.26-2015.7.31)] 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) - Statistical hypothesis test for maritime pine forest SAR images classification based on the geodesic distance

Ilea, Ioana, Bombrun, Lionel, Germain, Christian, Champion, Isabelle, Terebes, Romulus, Borda, Monica

Year:

2015

Language:

english

File:

PDF, 1.20 MB

english, 2015

20

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

Said, Salem, Hajri, Hatem, Bombrun, Lionel, Vemuri, Baba C.

Journal:

IEEE Transactions on Information Theory

Year:

2018

Language:

english

File:

PDF, 942 KB

english, 2018

21

[IEEE IGARSS 2010 - 2010 IEEE International Geoscience and Remote Sensing Symposium - Honolulu, HI, USA (2010.07.25-2010.07.30)] 2010 IEEE International Geoscience and Remote Sensing Symposium - Extension of the Target Scattering Vector Model to the bistatic case

Bombrun, Lionel

Year:

2010

Language:

english

File:

PDF, 164 KB

english, 2010

22

An M-Estimator for Robust Centroid Estimation on the Manifold of Covariance Matrices

Ilea, Ioana, Bombrun, Lionel, Terebes, Romulus, Borda, Monica, Germain, Christian

Journal:

IEEE Signal Processing Letters

Year:

2016

Language:

english

File:

PDF, 308 KB

english, 2016

23

[IEEE IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium - Boston, MA, USA (2008.07.7-2008.07.11)] IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium - Segmentation of Polarimetric SAR Data based on the Fisher Distribution for Texture Modeling

Bombrun, Lionel, Beaulieu, Jean-Marie

Year:

2008

Language:

english

File:

PDF, 2.93 MB

english, 2008

24

[IEEE 2015 IEEE International Conference on Image Processing (ICIP) - Quebec City, QC, Canada (2015.9.27-2015.9.30)] 2015 IEEE International Conference on Image Processing (ICIP) - Texture classification using Rao's distance: An EM algorithm on the poincaré half plane

Said, Salem, Bombrun, Lionel, Berthoumieu, Yannick

Year:

2015

Language:

english

File:

PDF, 678 KB

english, 2015

25

[IEEE 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) - Salt Lake City, UT (2018.6.18-2018.6.22)] 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) - Covariance Matrices Encoding Based on the Log-Euclidean and Affine Invariant Riemannian Metrics

Ilea, Ioana, Bombrun, Lionel Bombrun, Said, Salem, Berthoumieu, Yannick

Year:

2018

Language:

english

File:

PDF, 59 KB

english, 2018

26

[IEEE 2013 20th IEEE International Conference on Image Processing (ICIP) - Melbourne, Australia (2013.09.15-2013.09.18)] 2013 IEEE International Conference on Image Processing - Centroid-based texture classification using the SIRV representation

Schutz, Aurelien, Bombrun, Lionel, Berthoumieu, Yannick

Year:

2013

Language:

english

File:

PDF, 287 KB

english, 2013

27

Spectral–Spatial Classification of Hyperspectral Images Using ICA and Edge-Preserving Filter via an Ensemble Strategy

Xia, Junshi, Bombrun, Lionel, Adali, Tulay, Berthoumieu, Yannick, Germain, Christian

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Year:

2016

Language:

english

File:

PDF, 2.89 MB

english, 2016

28

Structure Tensor Riemannian Statistical Models for CBIR and Classification of Remote Sensing Images

Rosu, Roxana, Donias, Marc, Bombrun, Lionel, Said, Salem, Regniers, Olivier, Da Costa, Jean-Pierre

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Year:

2016

Language:

english

File:

PDF, 3.36 MB

english, 2016

29

Spectral–Spatial Rotation Forest for Hyperspectral Image Classification

Xia, Junshi, Bombrun, Lionel, Berthoumieu, Yannick, Germain, Christian, Du, Peijun

Journal:

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Year:

2017

Language:

english

File:

PDF, 778 KB

english, 2017

30

Ensemble Learning Approaches Based on Covariance Pooling of CNN Features for High Resolution Remote Sensing Scene Classification

Akodad, Sara, Bombrun, Lionel, Xia, Junshi, Berthoumieu, Yannick, Germain, Christian

Journal:

Year:

2020

File:

PDF, 2.39 MB

2020

31

[IEEE IGARSS 2010 - 2010 IEEE International Geoscience and Remote Sensing Symposium - Honolulu, HI, USA (2010.07.25-2010.07.30)] 2010 IEEE International Geoscience and Remote Sensing Symposium - Roll invariant target detection based on PolSAR clutter models

Bombrun, Lionel, Vasile, Gabriel, Gay, Michel, Ovarlez, Jean-Philippe, Pascal, Frederic

Year:

2010

Language:

english

File:

PDF, 274 KB

english, 2010

32

Roll-invariant target decomposition in bistatic polarimetric SAR imagery

Bombrun, Lionel

Journal:

Canadian Journal of Remote Sensing

Year:

2011

Language:

english

File:

PDF, 4.20 MB

english, 2011

33

Supervised Classification of Very High Resolution Optical Images Using Wavelet-Based Textural Features

Regniers, Olivier, Bombrun, Lionel, Lafon, Virginie, Germain, Christian

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Year:

2016

Language:

english

File:

PDF, 5.73 MB

english, 2016

34

[IEEE 2016 12th IEEE International Symposium on Electronics and Telecommunications (ISETC) - Timisoara, Romania (2016.10.27-2016.10.28)] 2016 12th IEEE International Symposium on Electronics and Telecommunications (ISETC) - PolSAR image denoising using directional diffusion

Terebes, Romulus, Borda, Monica, Malutan, Raul, Germain, Christian, Bombrun, Lionel, Ilea, Ioana

Year:

2016

Language:

english

File:

PDF, 403 KB

english, 2016

35

[IEEE 2019 27th European Signal Processing Conference (EUSIPCO) - A Coruna, Spain (2019.9.2-2019.9.6)] 2019 27th European Signal Processing Conference (EUSIPCO) - An ensemble learning approach for the classification of remote sensing scenes based on covariance pooling of CNN features

Akodad, Sara, Vilfroy, Solene, Bombrun, Lionel, Cavalcante, Charles C., Germain, Christian, Berthoumieu, Yannick

Year:

2019

File:

PDF, 1.53 MB

2019

36

[IEEE 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Shanghai (2016.3.20-2016.3.25)] 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Classification of hyperspectral data with ensemble of subspace ICA and edge-preserving filtering

Xia, Junshi, Bombrun, Lionel, Adali, Tulay, Berthoumieu, Yannick, Germain, Christian

Year:

2016

Language:

english

File:

PDF, 300 KB

english, 2016

37

[IEEE ICASSP 2011 - 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Prague, Czech Republic (2011.05.22-2011.05.27)] 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Multivariate texture retrieval using the SIRV representation and the geodesic distance

Bombrun, Lionel, Lasmar, Nour-Eddine, Berthoumieu, Yannick, Verdoolaege, Geert

Year:

2011

Language:

english

File:

PDF, 170 KB

english, 2011

38

[IEEE ICASSP 2012 - 2012 IEEE International Conference on Acoustics, Speech and Signal Processing - Kyoto, Japan (2012.03.25-2012.03.30)] 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Performance of the maximum likelihood estimators for the parameters of multivariate generalized Gaussian distributions

Bombrun, Lionel, Pascal, Frederic, Tourneret, Jean-Yves, Berthoumieu, Yannick

Year:

2012

Language:

english

File:

PDF, 237 KB

english, 2012

39

[IEEE IGARSS 2016 - 2016 IEEE International Geoscience and Remote Sensing Symposium - Beijing, China (2016.7.10-2016.7.15)] 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) - Texture retrieval from very high resolution remote sensing images using local extrema-based descriptors

Pham, Minh-Tan, Mercier, Gregoire, Regniers, Olivier, Bombrun, Lionel, Michel, Julien

Year:

2016

Language:

english

File:

PDF, 6.11 MB

english, 2016

40

[IEEE IGARSS 2010 - 2010 IEEE International Geoscience and Remote Sensing Symposium - Honolulu, HI, USA (2010.07.25-2010.07.30)] 2010 IEEE International Geoscience and Remote Sensing Symposium - PolSAR images characterization through Blind Sources Separation techniques

Totir, Felix, Vasile, Gabriel, Bombrun, Lionel, Gay, Michel

Year:

2010

Language:

english

File:

PDF, 814 KB

english, 2010

41

[IEEE IGARSS 2016 - 2016 IEEE International Geoscience and Remote Sensing Symposium - Beijing, China (2016.7.10-2016.7.15)] 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) - Spectral-spatial Rotation Forest for hyperspectral image classification

Xia, Junshi, Bombrun, Lionel, Berthoumieu, Yannick, Germain, Christian, Du, Peijun

Year:

2016

Language:

english

File:

PDF, 1.09 MB

english, 2016

42

[IEEE 2017 IEEE International Conference on Image Processing (ICIP) - Beijing, China (2017.9.17-2017.9.20)] 2017 IEEE International Conference on Image Processing (ICIP) - Classification approach based on the product of riemannian manifolds from Gaussian parametrization space

Berthoumieu, Yannick, Bombrun, Lionel, Germain, Christian, Said, Salem

Year:

2017

Language:

english

File:

PDF, 204 KB

english, 2017

43

[IEEE IGARSS 2010 - 2010 IEEE International Geoscience and Remote Sensing Symposium - Honolulu, HI, USA (2010.07.25-2010.07.30)] 2010 IEEE International Geoscience and Remote Sensing Symposium - Maximum Likelihood texture tracking in highly heterogeneous PolSAR clutter

Harant, Olivier, Bombrun, Lionel, Vasile, Gabriel, Ferro-Famil, Laurent, Gay, Michel

Year:

2010

Language:

english

File:

PDF, 645 KB

english, 2010

44

Potential of High-Resolution Pléiades Imagery to Monitor Salt Marsh Evolution After Spartina Invasion

Proença, Bárbara, Frappart, Frédéric, Lubac, Bertrand, Marieu, Vincent, Ygorra, Bertrand, Bombrun, Lionel, Michalet, Richard, Sottolichio, Aldo

Journal:

Year:

2019

Language:

english

File:

PDF, 11.88 MB

english, 2019

45

[IEEE 2012 19th IEEE International Conference on Image Processing (ICIP 2012) - Orlando, FL, USA (2012.09.30-2012.10.3)] 2012 19th IEEE International Conference on Image Processing - Multivariate texture retrieval using the Kullback-Leibler divergence between bivariate generalized Gamma times an Uniform distribution

Bombrun, Lionel, Berthoumieu, Yannick

Year:

2012

Language:

english

File:

PDF, 141 KB

english, 2012

46

[IEEE 2016 IEEE International Conference on Image Processing (ICIP) - Phoenix, AZ, USA (2016.9.25-2016.9.28)] 2016 IEEE International Conference on Image Processing (ICIP) - Texture image classification with Riemannian fisher vectors

Ilea, Ioana, Bombrun, Lionel, Germain, Christian, Terebes, Romulus, Borda, Monica, Berthoumieu, Yannick

Year:

2016

Language:

english

File:

PDF, 134 KB

english, 2016

47

[IEEE 2016 IEEE International Conference on Image Processing (ICIP) - Phoenix, AZ, USA (2016.9.25-2016.9.28)] 2016 IEEE International Conference on Image Processing (ICIP) - Multiple features learning via rotation strategy

Xia, Junshi, Bombrun, Lionel, Berthoumieu, Yannick, Germain, Christian

Year:

2016

Language:

english

File:

PDF, 356 KB

english, 2016

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