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Lionel Bombrun

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Salem Said

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Publications

2018
[j20]
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  - journals/jimaging/IleaBSB18
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  - https://dblp.org/rec/journals/jimaging/IleaBSB18
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]
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  - journals/tit/SaidHBV18
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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]
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  - conf/cvpr/IleaBSB18
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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
2017
[j16]
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  - journals/tgrs/RosuDBSRC17
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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]
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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]
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  - conf/gsi/IleaBSB17
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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]
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  - conf/icassp/HajriSBB17
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Hatem Hajri, Salem Said, Lionel Bombrun, Yannick Berthoumieu:
A geometric learning approach on the space of complex covariance matrices. ICASSP 2017: 2337-2341
[c38]
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  - conf/icip/BerthoumieuBGS17
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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]
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  - journals/entropy/HajriISBB16a
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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)
[c37]
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  - conf/eusipco/IleaHSBGB16
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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
2015
[j9]
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  - journals/spl/BoukouvalasSBBA15
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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]
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Salem Said, Lionel Bombrun, Yannick Berthoumieu:
Texture Classification Using Rao's Distance on the Space of Covariance Matrices. GSI 2015: 371-378
[c28]
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  - conf/icip/SaidBB15
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Salem Said, Lionel Bombrun, Yannick Berthoumieu:
Texture classification using Rao's distance: An EM algorithm on the poincaré half plane. ICIP 2015: 3466-3470
2014
[j8]
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  - journals/entropy/SaidBB14
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Salem Said, Lionel Bombrun, Yannick Berthoumieu:
New Riemannian Priors on the Univariate Normal Model. Entropy 16(7): 4015-4031 (2014)

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