Lucas Drumetz

909 total citations
38 papers, 402 citations indexed

About

Lucas Drumetz is a scholar working on Media Technology, Atmospheric Science and Oceanography. According to data from OpenAlex, Lucas Drumetz has authored 38 papers receiving a total of 402 indexed citations (citations by other indexed papers that have themselves been cited), including 15 papers in Media Technology, 14 papers in Atmospheric Science and 9 papers in Oceanography. Recurrent topics in Lucas Drumetz's work include Remote-Sensing Image Classification (15 papers), Advanced Image Fusion Techniques (9 papers) and Remote Sensing and Land Use (8 papers). Lucas Drumetz is often cited by papers focused on Remote-Sensing Image Classification (15 papers), Advanced Image Fusion Techniques (9 papers) and Remote Sensing and Land Use (8 papers). Lucas Drumetz collaborates with scholars based in France, Spain and United States. Lucas Drumetz's co-authors include Jocelyn Chanussot, Christian Jutten, Andrea L. Bertozzi, Ronan Fablet, Miguel A. Veganzones, François Rousseau, Wing‐Kin Ma, Mauro Dalla Mura, Akira Iwasaki and Consuelo Gonzalo‐Martín and has published in prestigious journals such as Geophysical Research Letters, IEEE Transactions on Geoscience and Remote Sensing and IEEE Transactions on Image Processing.

In The Last Decade

Lucas Drumetz

34 papers receiving 398 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Lucas Drumetz France	11	262	174	57	50	48	38	402
Jianxin Jia China	12	221 0.8×	84 0.5×	70 1.2×	78 1.6×	12 0.3×	35	458
Guoming Gao China	16	274 1.0×	114 0.7×	53 0.9×	182 3.6×	19 0.4×	53	616
Yinnian Liu China	10	193 0.7×	106 0.6×	91 1.6×	62 1.2×	16 0.3×	38	391
Boao Qin China	8	314 1.2×	148 0.9×	34 0.6×	161 3.2×	14 0.3×	15	499
Ganchao Liu China	12	375 1.4×	147 0.8×	64 1.1×	267 5.3×	19 0.4×	28	576
Véronique Achard France	9	245 0.9×	127 0.7×	85 1.5×	53 1.1×	6 0.1×	39	362
Saimin Zhang China	4	197 0.8×	119 0.7×	74 1.3×	108 2.2×	18 0.4×	8	374
Fengkai Lang China	9	234 0.9×	89 0.5×	21 0.4×	114 2.3×	32 0.7×	24	459
Wanying Song China	11	220 0.8×	87 0.5×	34 0.6×	73 1.5×	24 0.5×	34	403

Countries citing papers authored by Lucas Drumetz

Since Specialization

Citations

This map shows the geographic impact of Lucas Drumetz'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 Lucas Drumetz with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Lucas Drumetz more than expected).

Fields of papers citing papers by Lucas Drumetz

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Lucas Drumetz. 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 Lucas Drumetz. The network helps show where Lucas Drumetz may publish in the future.

Co-authorship network of co-authors of Lucas Drumetz

This figure shows the co-authorship network connecting the top 25 collaborators of Lucas Drumetz. A scholar is included among the top collaborators of Lucas Drumetz 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 Lucas Drumetz. Lucas Drumetz 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

Drumetz, Lucas, et al.. (2025). Anomalous Samples for Few-Shot Anomaly Detection. Procedia Computer Science. 264. 104–114.

Pauthenet, Etienne, et al.. (2024). Contrasted Trends in Chlorophyll‐a Satellite Products. Geophysical Research Letters. 51(14). 8 indexed citations

Drumetz, Lucas, et al.. (2024). Neural Koopman Prior for Data Assimilation. IEEE Transactions on Signal Processing. 72. 4191–4206.

Fablet, Ronan, et al.. (2023). A Multi-Mode Convolutional Neural Network to reconstruct satellite-derived chlorophyll-a time series in the global ocean from physical drivers. Frontiers in Marine Science. 10. 9 indexed citations

Mura, Mauro Dalla, et al.. (2023). MultiHU-TD: Multifeature Hyperspectral Unmixing Based on Tensor Decomposition. IEEE Transactions on Geoscience and Remote Sensing. 61. 1–21. 5 indexed citations

Drumetz, Lucas, et al.. (2023). Leveraging Neural Koopman Operators to Learn Continuous Representations of Dynamical Systems from Scarce Data. arXiv (Cornell University). 30. 1–5. 1 indexed citations

Gripon, Vincent, et al.. (2023). Active Learning for Efficient Few-Shot Classification. HAL (Le Centre pour la Communication Scientifique Directe). 34. 1–5. 1 indexed citations

Drumetz, Lucas, et al.. (2023). Consistency and Ambiguities of Quality No Reference Metric for Pansharpening. SPIRE - Sciences Po Institutional REpository. 5583–5586.

Drumetz, Lucas, et al.. (2023). Entropy Based Feature Regularization to Improve Transferability of Deep Learning Models. SPIRE - Sciences Po Institutional REpository. 17. 1–5. 1 indexed citations

10.

Fablet, Ronan, Bertrand Chapron, Lucas Drumetz, et al.. (2021). Jointly learning variational data assimilation models and solvers for geophysical dynamics. 3 indexed citations

11.

Courty, Nicolas, et al.. (2021). Subspace Detours Meet Gromov–Wasserstein. Algorithms. 14(12). 366–366. 1 indexed citations

12.

Tandeo, Pierre, et al.. (2021). Statistical forecast of the marine surge. Natural Hazards. 108(3). 2905–2917. 3 indexed citations

13.

Drumetz, Lucas, et al.. (2021). Learning stochastic dynamical systems with neural networks mimicking the\n Euler-Maruyama scheme. arXiv (Cornell University). 3 indexed citations

14.

Fablet, Ronan, Maxime Beauchamp, Lucas Drumetz, & François Rousseau. (2021). Joint Interpolation and Representation Learning for Irregularly Sampled Satellite-Derived Geophysical Fields. Frontiers in Applied Mathematics and Statistics. 7. 12 indexed citations

15.

Martinez, Élodie, Thomas Gorguès, Lucas Drumetz, et al.. (2020). Neural Network Approaches to Reconstruct Phytoplankton Time-Series in the Global Ocean. Remote Sensing. 12(24). 4156–4156. 10 indexed citations

16.

Qin, Jing, et al.. (2020). Blind Hyperspectral Unmixing Based on Graph Total Variation Regularization. IEEE Transactions on Geoscience and Remote Sensing. 59(4). 3338–3351. 30 indexed citations

17.

Drumetz, Lucas, Jocelyn Chanussot, Christian Jutten, Wing‐Kin Ma, & Akira Iwasaki. (2020). Spectral Variability Aware Blind Hyperspectral Image Unmixing Based on Convex Geometry. IEEE Transactions on Image Processing. 29. 4568–4582. 33 indexed citations

18.

Drumetz, Lucas, et al.. (2019). Hyperspectral Image Unmixing With Endmember Bundles and Group Sparsity Inducing Mixed Norms. IEEE Transactions on Image Processing. 28(7). 3435–3450. 69 indexed citations

19.

Drumetz, Lucas, et al.. (2019). Hyperspectral Classification Through Unmixing Abundance Maps Addressing Spectral Variability. IEEE Transactions on Geoscience and Remote Sensing. 57(7). 4775–4788. 30 indexed citations

20.

Drumetz, Lucas, Jocelyn Chanussot, & Christian Jutten. (2019). Spectral Unmixing: A Derivation of the Extended Linear Mixing Model From the Hapke Model. IEEE Geoscience and Remote Sensing Letters. 17(11). 1866–1870. 20 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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