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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
IEEE Transactions on Geoscience and Remote Sensing, 2020, 58 (7), pp.4915-4927. ⟨10.1109/TGRS.2020.2968541⟩
Journal articles hal-02902965v1

Fast forward feature selection of hyperspectral images for classification with gaussian mixture models

Mathieu Fauvel , Clément Dechesne , Anthony Zullo , Frédéric Ferraty
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2015, 8 (6), pp.2824-2831. ⟨10.1109/jstars.2015.2441771⟩
Journal articles hal-02638712v1

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
Remote Sensing, 2020, 12 (14), pp.2326. ⟨10.3390/rs12142326⟩
Journal articles hal-02949164v1

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

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
IEEE Geoscience and Remote Sensing Letters, 2015, 12 (12), pp.2423-2427. ⟨10.1109/lgrs.2015.2481321⟩
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

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

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
IEEE Transactions on Computational Imaging, 2017, 3 (2), pp.230-242. ⟨10.1109/TCI.2017.2666551⟩
Journal articles hal-01382500v4

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

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
IEEE Transactions on Geoscience and Remote Sensing, 2006, 44, pp.2828-2838. ⟨10.1109/TGRS.2006.876708⟩
Journal articles hal-00096287v1

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

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 of Zoology, 2016, 298, pp.82-93. ⟨10.1111/jzo.12286⟩
Journal articles istex hal-01224244v1

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
Statistics and Computing, 2015, 25 (6), pp.1143-1162. ⟨10.1007/s11222-014-9505-x⟩
Journal articles hal-00687304v4

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

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

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

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

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
Statistics and Computing, 2022, 32 (5), pp.79. ⟨10.1007/s11222-022-10145-8⟩
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
IEEE Transactions on Geoscience and Remote Sensing, 2023, ⟨10.1109/TGRS.2023.3234527⟩
Journal articles hal-03781332v2