Predicting ecosystem services in agricultural woodlands from airborne hyperspectral images
Rémi Duflot
,
Aude Vialatte
,
David Sheeren
,
Mathieu Fauvel
IUFRO 8.01.02 Landscape Ecology Conference 2017 , Sep 2017, Halle, Germany. 140 p
Conference papers
hal-02733689v1
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Matrix cofactorization for joint spatial-spectral unmixing of hyperspectral images
Adrien Lagrange
,
Mathieu Fauvel
,
Stéphane May
,
Nicolas Dobigeon
Journal articles
hal-02902965v1
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Fast forward feature selection of hyperspectral images for classification with gaussian mixture models
Mathieu Fauvel
,
Clément Dechesne
,
Anthony Zullo
,
Frédéric Ferraty
Journal articles
hal-02638712v1
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Reconstructing forest changes in a fragmented landscape of southwest France from multiple data sources: ecological implications
Pierre Alexis Herrault
,
David Sheeren
,
Mathieu Fauvel
,
Martin Paegelow
7. International ForestSAT Conference , Nov 2016, Santiago, Chile
Conference papers
hal-02798116v1
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Hierarchical Sparse Nonnegative Matrix Factorization for Hyperspectral Unmixing with Spectral Variability
Tatsumi Uezato
,
Mathieu Fauvel
,
Nicolas Dobigeon
Journal articles
hal-02949164v1
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Vectorisation automatique des forêts dans les minutes de la carte d’état major du 19ème siècle
Pierre Alexis Herrault
,
David Sheeren
,
Mathieu Fauvel
,
Martin Paegelow
SAGEO 2013 Spatial Analysis and GEOmatics , Sep 2013, Brest, France. 546 p
Conference papers
hal-02748537v1
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Classification of Remote Sensing Images from Urban Areas Using a Fuzzy Possibilistic Model
Jocelyn Chanussot
,
Jon Atli Benediktsson
,
Mathieu Fauvel
IEEE Geoscience and Remote Sensing Letters , 2006, Vol. 3 n. 1 - pp 40-44, DOI: 10.1109/36.763290 2006
Journal articles
hal-00372300v1
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Parsimonious Gaussian process models for the classification of hyperspectral remote sensing images
Mathieu Fauvel
,
Charles Bouveyron
,
Stéphane Girard
Journal articles
hal-01203269v1
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Parsimonious Gaussian Process Models for the Classification of Multivariate Remote Sensing Images
Mathieu Fauvel
,
Charles Bouveyron
,
Stéphane Girard
ICASSP 2014 - IEEE International Conference on Acoustics, Speech, and Signal Processing , May 2014, Florence, Italy. pp.2913-2916,
⟨10.1109/ICASSP.2014.6854133⟩
Conference papers
hal-01062378v1
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Processus gaussiens parcimonieux pour la classification générative de données hétérogènes
Charles Bouveyron
,
Mathieu Fauvel
,
Stéphane Girard
44èmes Journées de Statistique de la Société Française de Statistique , May 2012, Bruxelles, Belgique. pp. 1-3
Conference papers
hal-01700690v1
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Detection of hedges based on attribute filters
Gabriele Cavallaro
,
Benoit Arbelot
,
Mathieu Fauvel
,
Mauro Dalla Mura
,
Jon Atli Benediktsson
,
et al.
IS&T/SPIE Electronic Imaging: Science and Technology , Jan 2012, San Francisco, CA, United States. pp.853712-1 853712-9
Conference papers
hal-00798592v1
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Object-based Classification of Grassland Management Practices From High Resolution Satellite Image Time Series With Gaussian Mean Map Kernels
Stéphane Girard
,
Maïlys Lopes
,
Mathieu M. Fauvel
,
David Sheeren
27th Annual Conference of the International Environmetrics Society , Jul 2017, Bergame, Italy
Conference papers
hal-01571079v1
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Large-scale feature selection with Gaussian mixture models for the classification of high dimensional remote sensing images
Adrien Lagrange
,
Mathieu Fauvel
,
Manuel Grizonnet
Journal articles
hal-01382500v4
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Editorial pour le numéro spécial CFPT'2018
Clément Mallet
,
Nesrine Chehata
,
Mauro Dalla Mura
,
Jean-Emmanuel Deschaud
,
Mathieu Fauvel
,
et al.
Revue Française de Photogrammétrie et de Télédétection , 2018, Numéro double spécial Colloque CFPT 2018, 2017-2018
Journal articles
hal-02384430v1
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Evaluation de la biodiversité des prairies semi-naturelles par télédétection hyperspectrale
Mailys Lopes
,
Mathieu Fauvel
,
Annie Ouin
,
Stéphane Girard
SFPT‐GH 2017 - 5ème colloque scientifique du groupe thématique hyperspectral de la Société Française de Photogrammétrie et Télédétection , May 2017, Brest, France
Conference papers
hal-01542063v1
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Monitoring of Ecosystems by Spatial Remote Sensing at INRAe
Mathieu Fauvel
,
Anne C Richer-De-Forges
2023
Other publications
hal-04136449v1
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Decision Fusion for the Classification of Urban Remote Sensing Images
Mathieu Fauvel
,
Jocelyn Chanussot
,
Jon Atli Benediktsson
Journal articles
hal-00096287v1
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Analysis of Hyperspectral Images – Advanced Technologies
Antonio Plaza
,
Mathieu Fauvel
,
Jon Atli Benediktsson
,
Jocelyn Chanussot
,
John Boardman
,
et al.
2006, pp.1-5
Conference papers
hal-00096353v1
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A multiple endmember mixing model to handle spectral variability
Tatsumi Uezato
,
Mathieu Fauvel
,
Nicolas Dobigeon
9th IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS 2018) , Sep 2018, Amsterdam, Netherlands. pp.1
Conference papers
hal-02290011v1
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Adaptive pixel neighborhood definition for the classification of hyperspectral images with support vector machines and composite~kernel
Mathieu Fauvel
,
Jocelyn Chanussot
,
Jon Atli Benediktsson
ICIP 2008 - 15th IEEE International Conference on Image Processing , Oct 2008, San Diego, Californie, United States. pp.1-4
Conference papers
hal-00283770v1
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Foraging behaviour and energy budgets of sea snakes: insights from implanted data-loggers.
Timothée R. Cook
,
Xavier Bonnet
,
Mathieu Fauvel
,
Richard Shine
,
François Brischoux
Journal articles
istex
hal-01224244v1
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Detection of hedges based on attribute filters
Gabriele Cavallaro
,
Benoit Arbelot
,
Mathieu Fauvel
,
Mauro Dalla Mura
,
Jon Atli Benediktsson
,
et al.
SPIE Electronic Imaging: Science and Technology , Jan 2012, San Francisco, United States.
, 18, 1 p., 2012, Proc. SPIE 8537, Image and Signal Processing for Remote Sensing.
⟨10.1117/12.999360⟩
Poster communications
hal-02746134v1
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Kernel discriminant analysis and clustering with parsimonious Gaussian process models
Charles Bouveyron
,
Mathieu Fauvel
,
Stéphane Girard
Journal articles
hal-00687304v4
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Kernel Principal Component Analysis for the construction of the extended morphological profile
Mathieu Fauvel
,
Jocelyn Chanussot
,
Jon Atli Benediktsson
IGARSS 2009 - IEEE International Geoscience and Remote Sensing Symposium , Jul 2009, Le Cap, South Africa. pp.II:843-846,
⟨10.1109/IGARSS.2009.5418227⟩
Conference papers
hal-00449456v1
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Gradient optimization for multiple kernel's parameters in support vector machines classification
Alberto Villa
,
Mathieu Fauvel
,
Jocelyn Chanussot
,
Paolo Gamba
,
Jon Atli Benediktsson
IGARSS 2008 - IEEE International Geoscience and Remote Sensing Symposium , Jul 2008, Boston, MA, United States. pp.2008
Conference papers
hal-00372316v1
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Multiple classifiers in remote sensing: from basics to recent developments
Jon Atli Benediktsson
,
Jocelyn Chanussot
,
Mathieu Fauvel
MCS 2007 - 7th International Workshop Multiple Classifier Systems , May 2007, Prague, Czech Republic. pp.2007
Conference papers
hal-00372337v1
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Kernel Principal Component Analysis for feature reduction in hyperspectral image analysis
Mathieu Fauvel
,
Jocelyn Chanussot
,
Jon Atli Benediktsson
IEEE NORSIG'06 - 7th Nordic Signal Processing Symposium , 2006, Iceland. pp.2006
Conference papers
hal-00372340v1
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Decision fusion for hyperspectral classification
Mathieu Fauvel
,
Jocelyn Chanussot
,
Jon Atli Benediktsson
Hyperspectral data exploitation: theory and application , John Wiley & Sons, pp.2007, 2007
Book sections
hal-00372341v1
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Mixture of multivariate Gaussian processes for classification of irregularly sampled satellite image time-series
Alexandre Constantin
,
Mathieu Fauvel
,
Stéphane Girard
Journal articles
hal-03280484v2
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Land Cover Classification with Gaussian Processes using spatio-spectro-temporal features
Valentine Bellet
,
Mathieu Fauvel
,
Jordi Inglada
Journal articles
hal-03781332v2
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