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

Transfer Learning: A Riemannian Geometry Framework With A... 2017 2026 2020 2023 2017 50 100 150 200 250
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.

  1. 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

Yannick Berthoumieu
Grigorios Tsagkatakis Greece
Haitao Guo United States
Dan Hu China
Jaime Zabalza United Kingdom
Valero Laparra Spain
Jie Huang China
Shuaiqi Liu China
Joseph F. Murray United States
François G. Meyer United States
Grigorios Tsagkatakis Greece
Yannick Berthoumieu
Citations per year, relative to Yannick Berthoumieu Yannick Berthoumieu (= 1×) peers Grigorios Tsagkatakis

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

20 of 20 papers shown
1.
Bombrun, Lionel, et al.. (2024). A general robust approach for joint modeling of the family of scale mixture of Normal distribution. Signal Processing. 220. 109426–109426. 1 indexed citations
2.
Giraud, Rémi, et al.. (2023). Generalization of the shortest path approach for superpixel segmentation of omnidirectional images. Pattern Recognition. 142. 109673–109673. 1 indexed citations
3.
Donias, Marc, et al.. (2023). SPDGAN: a generative adversarial network based on SPD manifold learning for automatic image colorization. Neural Computing and Applications. 35(32). 23581–23597.
4.
Aujol, Jean–François, et al.. (2023). Image super-resolution with PCA reduced generalized Gaussian mixture models in materials science. Inverse Problems and Imaging. 17(6). 1165–1192. 1 indexed citations
5.
Aujol, Jean–François, et al.. (2021). Generative Adversarial Network for Pansharpening With Spectral and Spatial Discriminators. IEEE Transactions on Geoscience and Remote Sensing. 60. 1–11. 41 indexed citations
6.
7.
Xia, Junshi, Lionel Bombrun, Tülay Adalı, Yannick Berthoumieu, & Christian Germain. (2016). Spectral–Spatial Classification of Hyperspectral Images Using ICA and Edge-Preserving Filter via an Ensemble Strategy. IEEE Transactions on Geoscience and Remote Sensing. 54(8). 4971–4982. 67 indexed citations
8.
Xia, Junshi, Lionel Bombrun, Yannick Berthoumieu, & Christian Germain. (2016). Multiple features learning via rotation strategy. HAL (Le Centre pour la Communication Scientifique Directe). 3 indexed citations
9.
Hassouni, Mohammed El, et al.. (2014). Color texture classification method based on a statistical multi-model and geodesic distance. Journal of Visual Communication and Image Representation. 25(7). 1717–1725. 13 indexed citations
10.
Hassouni, Mohammed El, et al.. (2014). Rotation-Invariant texture retrieval using a steerable Gaussian copula model. 9. 2983–2987. 1 indexed citations
11.
Atto, Abdourrahmane M., Yannick Berthoumieu, & Rémi Mégret. (2013). Stochasticity: A Feature for the Structuring of Large and Heterogeneous Image Databases. Entropy. 15(11). 4782–4801. 5 indexed citations
12.
Mégret, Rémi, et al.. (2013). Dynamic magnetic field compensation for micro UAV attitude estimation. 725–733. 3 indexed citations
13.
Atto, Abdourrahmane M. & Yannick Berthoumieu. (2011). How to perform texture recognition from stochastic modeling in the wavelet domain. 4320–4323. 5 indexed citations
14.
Mégret, Rémi, et al.. (2010). Bidirectional Composition on Lie Groups for Gradient-Based Image Alignment. IEEE Transactions on Image Processing. 19(9). 2369–2381. 7 indexed citations
15.
Berthoumieu, Yannick, et al.. (2009). Copulas based multivariate gamma modeling for texture classification. HAL (Le Centre pour la Communication Scientifique Directe). 139. 1045–1048. 27 indexed citations
16.
Donias, Marc, et al.. (2007). New fault attribute based on robust directional scheme. Geophysics. 72(4). P39–P46. 21 indexed citations
17.
Berthoumieu, Yannick, et al.. (2007). ECG Beat Detection Using a Geometrical Matching Approach. IEEE Transactions on Biomedical Engineering. 54(4). 641–650. 41 indexed citations
18.
Laffon, Éric, et al.. (2006). Normalization in quantitative [18F]FDG PET imaging: the ‘body surface area’ may be a volume. Physics in Medicine and Biology. 51(3). N47–N50. 2 indexed citations
19.
Aksasse, Brahim, et al.. (2005). Minimum Eigenvalue Based 3-D AR Model Order Selection. 431–436. 1 indexed citations
20.
Vanpoucke, Filiep, Marc Moonen, & Yannick Berthoumieu. (2002). An efficient subspace algorithm for 2-D harmonic retrieval. iv. IV/461–IV/464. 28 indexed citations

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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