Mathieu Fauvel

2.1k citations

32 papers · 1.4k indexed · 1 hit paper · h-index 14

Media Technology top 0.2%
Atmospheric Science top 2%
Ecology top 5%
Computer Vision and Pattern Recognition top 5%
Environmental Engineering top 5%

Co-authors: Jóhannes R. Sveinsson Maïlys Lopes Nicolas Dobigeon David Sheeren Stéphane Girard Jón Atli Benediktsson Pedram Ghamisi Jean-François Dejoux
Topics: Remote-Sensing Image Classification (17 papers)Remote Sensing in Agriculture (15 papers)Remote Sensing and Land Use (12 papers)
Cited by: Media Technology Atmospheric Science Ecological Modeling
Journals: SHILAP Revista de lepidopterologíaJournal of Geophysical Research Atmospheres Remote Sensing of Environment
Partner nations: France Iceland Portugal

In The Last Decade

Mathieu Fauvel

31 papers receiving 1.4k citations

Hit Papers

align trajectories

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.

Spectral and Spatial Classification of Hyperspectral Data Using SVMs and Morphological Profiles

2008 837 citations Mathieu Fauvel, Jóhannes R. Sveinsson et al. IEEE Transactions on Geoscience and Remote Sensing profile →

Peers

Countries citing papers authored by Mathieu Fauvel

Since Specialization

Citations

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

Fields of papers citing papers by Mathieu Fauvel

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Mathieu Fauvel

This figure shows the co-authorship network connecting the top 25 collaborators of Mathieu Fauvel. A scholar is included among the top collaborators of Mathieu Fauvel 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 Mathieu Fauvel. Mathieu Fauvel 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	Nationwide operational mapping of grassland first mowing dates combining machine learning and Sentinel-2 time series 2024 ·Remote Sensing of Environment ·(unknown),(unknown),(unknown),(unknown),(unknown),Mathieu Fauvel	3
2	End-to-End Learning for Land Cover Classification Using Irregular and Unaligned SITS by Combining Attention-Based Interpolation With Sparse Variational Gaussian Processes 2023 ·IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ·(unknown),Mathieu Fauvel,Jordi Inglada,Julien Michel	6
3	Farming intensity indirectly reduces crop yield through negative effects on agrobiodiversity and key ecological functions 2021 ·Agriculture Ecosystems & Environment ·Rémi Duflot,Magali SanCristobal,Émilie Andrieu,Jean‐Philippe Choisis,Diane Esquerré,Sylvie Ladet,Annie Ouin,(unknown),David Sheeren,Clélia Sirami,Mathieu Fauvel,Aude Vialatte	25
4	Hierarchical Sparse Nonnegative Matrix Factorization for Hyperspectral Unmixing with Spectral Variability 2020 ·Remote Sensing ·(unknown),Mathieu Fauvel,Nicolas Dobigeon	5
5	OPTIMAL DATES FOR DECIDUOUS TREE SPECIES MAPPING USING FULL YEARS SENTINEL-2 TIME SERIES IN SOUTH WEST FRANCE 2020 ·SHILAP Revista de lepidopterología ·(unknown),Mathieu Fauvel,Jean-François Dejoux,Claude Monteil,David Sheeren	6
6	Foreword to the Special Issue on Recent Advances in Processing of High-Spatial-Resolution Remote Sensing Data 2019 ·IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ·(unknown),(unknown),Mathieu Fauvel,(unknown),(unknown),Fabrizio Lombardini	0
7	Hyperspectral Unmixing With Spectral Variability Using Adaptive Bundles and Double Sparsity 2019 ·IEEE Transactions on Geoscience and Remote Sensing ·(unknown),Mathieu Fauvel,Nicolas Dobigeon	41
8	Matrix cofactorization for joint representation learning and supervised classification – Application to hyperspectral image analysis 2019 ·Neurocomputing ·(unknown),Mathieu Fauvel,(unknown),José M. Bioucas‐Dias,Nicolas Dobigeon	3
9	Statistical Stability and Spatial Instability in Mapping Forest Tree Species by Comparing 9 Years of Satellite Image Time Series 2019 ·Remote Sensing ·(unknown),Jean-François Dejoux,Mathieu Fauvel,(unknown),Claude Monteil,David Sheeren	12
10	Hyperspectral Image Unmixing With LiDAR Data-Aided Spatial Regularization 2018 ·IEEE Transactions on Geoscience and Remote Sensing ·(unknown),Mathieu Fauvel,Nicolas Dobigeon	29
11	Detection of individual trees in urban alignment from airborne data and contextual information: A marked point process approach 2018 ·ISPRS Journal of Photogrammetry and Remote Sensing ·(unknown),(unknown),Emmanuel Zenou,Sophie Fabre,David Sheeren,Mathieu Fauvel,Karine Adeline,Xavier Briottet	23
12	Hierarchical Bayesian image analysis: from low-level modeling to robust\n supervised learning 2017 ·arXiv (Cornell University) ·(unknown),Mathieu Fauvel,(unknown),Nicolas Dobigeon	5
13	Spectro-Temporal Heterogeneity Measures from Dense High Spatial Resolution Satellite Image Time Series: Application to Grassland Species Diversity Estimation 2017 ·Remote Sensing ·Maïlys Lopes,Mathieu Fauvel,Annie Ouin,Stéphane Girard	44
14	Object-Based Classification of Grasslands from High Resolution Satellite Image Time Series Using Gaussian Mean Map Kernels 2017 ·Remote Sensing ·Maïlys Lopes,Mathieu Fauvel,Stéphane Girard,David Sheeren	22
15	Vectorisation automatique des forêts dans les minutes de la carte d’état-major du 19^esiècle 2015 ·Revue internationale de géomatique ·Pierre‐Alexis Herrault,David Sheeren,Mathieu Fauvel,(unknown)	4
16	Robust path opening versus path opening for the detection of hedgerows in rural landscapes 2014 ·HAL (Le Centre pour la Communication Scientifique Directe) ·Mathieu Fauvel,Carole Planque,David Sheeren,Mauro Dalla Mura,(unknown),(unknown),Hugues Talbot	1
17	Integration of Segmentation Techniques for Classification of Hyperspectral Images 2013 ·IEEE Geoscience and Remote Sensing Letters ·Pedram Ghamisi,Micael S. Couceiro,Mathieu Fauvel,Jón Atli Benediktsson	54
18	Retrieval of Mars surface physical properties from OMEGA hyperspectral images using regularized sliced inverse regression 2009 ·Journal of Geophysical Research Atmospheres ·(unknown),S. Douté,Mathieu Fauvel,Laurent Gardès,Stéphane Girard	19
19	Spectral-spatial analysis in hyperspectral remote sensing: from morphological profiles to classified segmentation 2009 ·Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE ·Jocelyn Chanussot,Jón Atli Benediktsson,Mathieu Fauvel,Yuliya Tarabalka	3
20	Spectral and Spatial Classification of Hyperspectral Data Using SVMs and Morphological Profilesbreakdown → 2008 ·IEEE Transactions on Geoscience and Remote Sensing ·Mathieu Fauvel,(unknown),(unknown),Jóhannes R. Sveinsson	837

About Mathieu Fauvel

Mathieu Fauvel is a scholar working on Media Technology, Ecological Modeling and Analytical Chemistry, having authored 32 papers that have together received 1.4k indexed citations. Recurring topics across this work include Remote-Sensing Image Classification (17 papers), Remote Sensing in Agriculture (15 papers) and Remote Sensing and Land Use (12 papers). The work is most often cited by research in Media Technology (1.0k citations), Atmospheric Science (733 citations) and Ecological Modeling (89 citations). Mathieu Fauvel has collaborated with scholars based in France, Iceland and Portugal. Frequent co-authors include Jóhannes R. Sveinsson, Maïlys Lopes, Nicolas Dobigeon, David Sheeren, Stéphane Girard, Jón Atli Benediktsson, Pedram Ghamisi, Jean-François Dejoux, Micael S. Couceiro and Manuel Grizonnet. Their work appears in journals such as SHILAP Revista de lepidopterología, Journal of Geophysical Research Atmospheres and Remote Sensing of Environment.

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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