Mathieu Fauvel

6.1k citations

24 papers · 4.8k indexed · 4 hit papers · h-index 16

Media Technology top 0.02%
Atmospheric Science top 0.5%
Computer Vision and Pattern Recognition top 0.5%
Ecology top 2%
Analytical Chemistry top 0.5%

Co-authors: Jón Atli Benediktsson Jocelyn Chanussot Yuliya Tarabalka James C. Tilton J. Chanussot Jóhannes R. Sveinsson Paolo Gamba Jason Brazile
Topics: Remote-Sensing Image Classification (21 papers)Remote Sensing and Land Use (14 papers)Remote Sensing in Agriculture (8 papers)
Cited by: Media Technology Atmospheric Science Computer Vision and Pattern Recognition
Journals: Remote Sensing of Environment Proceedings of the IEEE IEEE Transactions on Geoscience and Remote Sensing
Partner nations: France Iceland United States

In The Last Decade

Mathieu Fauvel

24 papers receiving 4.7k 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.

Recent advances in techniques for hyperspectral image processing

2009 1.3k citations Antonio Plaza, Jón Atli Benediktsson et al. Remote Sensing of Environment profile →
Advances in Spectral-Spatial Classification of Hyperspectral Images

2012 1.0k citations Mathieu Fauvel, Yuliya Tarabalka et al. profile →
Spectral and spatial classification of hyperspectral data using SVMs and morphological profiles

2007 769 citations Mathieu Fauvel, Jocelyn Chanussot et al. profile →
SVM- and MRF-Based Method for Accurate Classification of Hyperspectral Images

2010 629 citations Yuliya Tarabalka, Mathieu Fauvel et al. IEEE Geoscience and Remote Sensing Letters 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	Design of composite optical nanofibers for new all-solid-state Raman wavelength converters 2024 ·Journal of the European Optical Society Rapid Publications ·Sylvie Lebrun,(unknown),(unknown),Mathieu Fauvel,Christian Larat,(unknown),Jean‐Charles Beugnot,Laurent Divay	1
2	Study of composite optical nanofibers for 2nd and 3rd order nonlinearities 2024 ·(unknown),(unknown),(unknown),Laurent Divay,Mathieu Fauvel,Christian Larat,Jean‐Charles Beugnot,Sylvie Lebrun	1
3	Nonparametric regression on contaminated functional predictor with application to hyperspectral data 2017 ·Econometrics and Statistics ·Frédéric Ferraty,(unknown),Mathieu Fauvel	4
4	Parsimonious Gaussian Process Models for the Classification of Hyperspectral Remote Sensing Images 2015 ·IEEE Geoscience and Remote Sensing Letters ·Mathieu Fauvel,Charles Bouveyron,Stéphane Girard	3
5	Kernel discriminant analysis and clustering with parsimonious Gaussian process models 2014 ·Statistics and Computing ·Charles Bouveyron,Mathieu Fauvel,Stéphane Girard	8
6	Analysis of Multitemporal Classification Techniques for Forecasting Image Time Series 2014 ·IEEE Geoscience and Remote Sensing Letters ·Rémi Flamary,Mathieu Fauvel,Mauro Dalla Mura,Silvia Valero	17
7	Detection of Hedges in a Rural Landscape Using a Local Orientation Feature: From Linear Opening to Path Opening 2012 ·IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ·Mathieu Fauvel,(unknown),Jón Atli Benediktsson,David Sheeren,Jocelyn Chanussot	16
8	Parsimonious Mahalanobis kernel for the classification of high dimensional data 2012 ·Pattern Recognition ·Mathieu Fauvel,J. Chanussot,Jón Atli Benediktsson,Alberto Villa	22
9	A spatial–spectral kernel-based approach for the classification of remote-sensing images 2011 ·Pattern Recognition ·Mathieu Fauvel,J. Chanussot,Jón Atli Benediktsson	228
10	SVM- and MRF-Based Method for Accurate Classification of Hyperspectral Imagesbreakdown → 2010 ·IEEE Geoscience and Remote Sensing Letters ·Yuliya Tarabalka,Mathieu Fauvel,Jocelyn Chanussot,Jón Atli Benediktsson	629
11	Recent advances in techniques for hyperspectral image processingbreakdown → 2009 ·Remote Sensing of Environment ·Antonio Plaza,Jón Atli Benediktsson,Joseph W. Boardman,Jason Brazile,Lorenzo Bruzzone,Gustau Camps‐Valls,Jocelyn Chanussot,Mathieu Fauvel,Paolo Gamba,(unknown),Mattia Marconcini,James C. Tilton,Giovanna Trianni	1305
12	Kernel Principal Component Analysis for the Classification of Hyperspectral Remote Sensing Data over Urban Areas 2009 ·EURASIP Journal on Advances in Signal Processing ·Mathieu Fauvel,Jocelyn Chanussot,Jón Atli Benediktsson	211
13	Gradient Optimization for multiple kernel's parameters in support vector machines classification 2008 ·Alberto Villa,Mathieu Fauvel,Jocelyn Chanussot,Paolo Gamba,Jón Atli Benediktsson	23
14	Segmentation and Classification of Hyperspectral Data using Watershed 2008 ·HAL (Le Centre pour la Communication Scientifique Directe) ·Yuliya Tarabalka,Jocelyn Chanussot,Jón Atli Benediktsson,Jesús Angulo,Mathieu Fauvel	54
15	Spectral and spatial classification of hyperspectral data using SVMs and morphological profilesbreakdown → 2007 ·Mathieu Fauvel,Jocelyn Chanussot,Jón Atli Benediktsson,Jóhannes R. Sveinsson	769
16	A joint spatial and spectral SVM’s classification of panchromatic images 2007 ·Mathieu Fauvel,Jocelyn Chanussot,Jón Atli Benediktsson	8
17	Kernel Principal Component Analysis for Feature Reduction in Hyperspectrale Images Analysis 2006 ·Mathieu Fauvel,Jocelyn Chanussot,Jón Atli Benediktsson	52
18	Decision Fusion for the Classification of Urban Remote Sensing Images 2006 ·IEEE Transactions on Geoscience and Remote Sensing ·Mathieu Fauvel,Jocelyn Chanussot,Jón Atli Benediktsson	184
19	Evaluation of Kernels for Multiclass Classification of Hyperspectral Remote Sensing Data 2006 ·Mathieu Fauvel,Jocelyn Chanussot,Jón Atli Benediktsson	83
20	Classification of remote sensing imagery with high spatial resolution 2005 ·Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE ·Mathieu Fauvel,J.A. Palmason,Jón Atli Benediktsson,Jocelyn Chanussot,Jóhannes R. Sveinsson	4

About Mathieu Fauvel

Mathieu Fauvel is a scholar working on Media Technology, Analytical Chemistry and Atmospheric Science, having authored 24 papers that have together received 4.8k indexed citations. Recurring topics across this work include Remote-Sensing Image Classification (21 papers), Remote Sensing and Land Use (14 papers) and Remote Sensing in Agriculture (8 papers). The work is most often cited by research in Media Technology (4.2k citations), Atmospheric Science (2.9k citations) and Computer Vision and Pattern Recognition (1.2k citations). Mathieu Fauvel has collaborated with scholars based in France, Iceland and United States. Frequent co-authors include Jón Atli Benediktsson, Jocelyn Chanussot, Yuliya Tarabalka, James C. Tilton, J. Chanussot, Jóhannes R. Sveinsson, Paolo Gamba, Jason Brazile, Lorenzo Bruzzone and Antonio Plaza. Their work appears in journals such as Remote Sensing of Environment, Proceedings of the IEEE and IEEE Transactions on Geoscience and Remote Sensing.

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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