Yannick Berthoumieu

2.2k total citations · 1 hit paper
83 papers, 1.1k citations indexed

About

Yannick Berthoumieu is a scholar working on Computer Vision and Pattern Recognition, Media Technology and Aerospace Engineering. According to data from OpenAlex, Yannick Berthoumieu has authored 83 papers receiving a total of 1.1k indexed citations (citations by other indexed papers that have themselves been cited), including 51 papers in Computer Vision and Pattern Recognition, 23 papers in Media Technology and 12 papers in Aerospace Engineering. Recurrent topics in Yannick Berthoumieu's work include Remote-Sensing Image Classification (18 papers), Image Retrieval and Classification Techniques (17 papers) and Advanced Vision and Imaging (13 papers). Yannick Berthoumieu is often cited by papers focused on Remote-Sensing Image Classification (18 papers), Image Retrieval and Classification Techniques (17 papers) and Advanced Vision and Imaging (13 papers). Yannick Berthoumieu collaborates with scholars based in France, Romania and Japan. Yannick Berthoumieu's co-authors include Salem Said, Lionel Bombrun, Paolo Zanini, Marco Congedo, Christian Jutten, Christian Germain, Rémi Mégret, Jean‐Yves Tourneret, Frédéric Pascal and Mohamed Najim and has published in prestigious journals such as IEEE Transactions on Information Theory, IEEE Transactions on Geoscience and Remote Sensing and IEEE Transactions on Image Processing.

In The Last Decade

Yannick Berthoumieu

76 papers receiving 1.1k citations

Hit Papers

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What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Transfer Learning: A Riemannian Geometry Framework With Applications to Brain–Computer Interfaces

2017 263 citations Salem Said, Yannick Berthoumieu et al. IEEE Transactions on Biomedical Engineering profile →

Peers

Countries citing papers authored by Yannick Berthoumieu

Since Specialization

Citations

This map shows the geographic impact of Yannick Berthoumieu's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Yannick Berthoumieu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Yannick Berthoumieu more than expected).

Fields of papers citing papers by Yannick Berthoumieu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Yannick Berthoumieu. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Yannick Berthoumieu. The network helps show where Yannick Berthoumieu may publish in the future.

Co-authorship network of co-authors of Yannick Berthoumieu

This figure shows the co-authorship network connecting the top 25 collaborators of Yannick Berthoumieu. A scholar is included among the top collaborators of Yannick Berthoumieu based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Yannick Berthoumieu. Yannick Berthoumieu is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	A general robust approach for joint modeling of the family of scale mixture of Normal distribution 2024 ·Signal Processing ·(unknown), Lionel Bombrun, Juvêncio S. Nobre, Charles C. Cavalcante, Yannick Berthoumieu	1
2	Generalization of the shortest path approach for superpixel segmentation of omnidirectional images 2023 ·Pattern Recognition ·Rémi Giraud, (unknown), Yannick Berthoumieu	1
3	SPDGAN: a generative adversarial network based on SPD manifold learning for automatic image colorization 2023 ·Neural Computing and Applications ·(unknown), Marc Donias, Yannick Berthoumieu, Mohamed Najim	0
4	Image super-resolution with PCA reduced generalized Gaussian mixture models in materials science 2023 ·Inverse Problems and Imaging ·(unknown), (unknown), (unknown), Jean–François Aujol, Yannick Berthoumieu, (unknown), (unknown)	1
5	Generative Adversarial Network for Pansharpening With Spectral and Spatial Discriminators 2021 ·IEEE Transactions on Geoscience and Remote Sensing ·(unknown), Jean–François Aujol, Yannick Berthoumieu, Christian Germain	41
6	An M-estimator for robust centroid estimation on the manifold of covariance matrices: Performance analysis and application to image classification 2016 ·(unknown), (unknown), Salem Said, Lionel Bombrun, Christian Germain, Yannick Berthoumieu	1
7	Spectral–Spatial Classification of Hyperspectral Images Using ICA and Edge-Preserving Filter via an Ensemble Strategy 2016 ·IEEE Transactions on Geoscience and Remote Sensing ·Junshi Xia, Lionel Bombrun, Tülay Adalı, Yannick Berthoumieu, Christian Germain	67
8	Multiple features learning via rotation strategy 2016 ·HAL (Le Centre pour la Communication Scientifique Directe) ·Junshi Xia, Lionel Bombrun, Yannick Berthoumieu, Christian Germain	3
9	Color texture classification method based on a statistical multi-model and geodesic distance 2014 ·Journal of Visual Communication and Image Representation ·(unknown), Mohammed El Hassouni, Yannick Berthoumieu, Driss Aboutajdine	13
10	Rotation-Invariant texture retrieval using a steerable Gaussian copula model 2014 ·(unknown), (unknown), Mohammed El Hassouni, Yannick Berthoumieu	1
11	Stochasticity: A Feature for the Structuring of Large and Heterogeneous Image Databases 2013 ·Entropy ·Abdourrahmane M. Atto, Yannick Berthoumieu, Rémi Mégret	5
12	Dynamic magnetic field compensation for micro UAV attitude estimation 2013 ·(unknown), Rémi Mégret, Audrey Giremus, Yannick Berthoumieu, C. Mazel	3
13	How to perform texture recognition from stochastic modeling in the wavelet domain 2011 ·Abdourrahmane M. Atto, Yannick Berthoumieu	5
14	Bidirectional Composition on Lie Groups for Gradient-Based Image Alignment 2010 ·IEEE Transactions on Image Processing ·Rémi Mégret, (unknown), Yannick Berthoumieu	7
15	Copulas based multivariate gamma modeling for texture classification 2009 ·HAL (Le Centre pour la Communication Scientifique Directe) ·(unknown), (unknown), Yannick Berthoumieu	27
16	New fault attribute based on robust directional scheme 2007 ·Geophysics ·Marc Donias, (unknown), Yannick Berthoumieu, Olivier Lavialle, Sébastien Guillon, (unknown)	21
17	ECG Beat Detection Using a Geometrical Matching Approach 2007 ·IEEE Transactions on Biomedical Engineering ·(unknown), (unknown), Yannick Berthoumieu, Pedro Gomis, Mohamed Najim	41
18	Normalization in quantitative [¹⁸F]FDG PET imaging: the ‘body surface area’ may be a volume 2006 ·Physics in Medicine and Biology ·Éric Laffon, (unknown), Yannick Berthoumieu, D. Ducassou, Roger Marthan	2
19	Minimum Eigenvalue Based 3-D AR Model Order Selection 2005 ·Brahim Aksasse, (unknown), Yannick Berthoumieu, Mohamed Najim	1
20	An efficient subspace algorithm for 2-D harmonic retrieval 2002 ·Filiep Vanpoucke, Marc Moonen, Yannick Berthoumieu	28

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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