Results of POLDER in-flight calibration. - Olivier Hagolle; Philippe Goloub; Pierre-Yves Deschamps; Hélène Cosnefroy; Xavier Briottet; Thierry Bailleul; Jean-Marc Nicolas; Frédéric Parol; Bruno Lafrance; Maurice Herman (IEEE Trans. Geosci. Remote. Sens., 1999)

Sensor Fusion Integrating Contextual Information. - Sophie Fabre; Alain Appriou; Xavier Briottet (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2001)

Presentation and description of two classification methods using data fusion based on sensor management. - Sophie Fabre; Alain Appriou; Xavier Briottet (Inf. Fusion, 2001)

Directional effect on thermal infrared measurements over 2D heterogeneous land surface in remote sensing. - Laurent Coret; Xavier Briottet; Yann H. Kerr; Ghani Chehbouni (IGARSS, 2002)

Impact of contextual information integration on pixel fusion. - Sophie Fabre; Xavier Briottet; Alain Appriou (IEEE Trans. Geosci. Remote. Sens., 2002)

Simulation study of view angle effects on thermal infrared measurements over heterogeneous surfaces. - Laurent Coret; Xavier Briottet; Yann H. Kerr; Abdelghani G. Chehbouni (IEEE Trans. Geosci. Remote. Sens., 2004)

Phenomenological analysis of simulated signals observed over shaded areas in an urban scene. - Christophe Miesch; Xavier Briottet; Yann H. Kerr (IEEE Trans. Geosci. Remote. Sens., 2004)

Direct and inverse radiative transfer solutions for visible and near-infrared hyperspectral imagery. - Christophe Miesch; Laurent Poutier; Véronique Achard; Xavier Briottet; Xavier Lenot; Yannick Boucher (IEEE Trans. Geosci. Remote. Sens., 2005)

Radiative modeling and characterization of aerosol plumes in hyperspectral imagery. - Alexandre Alakian; Rodolphe Marion; Xavier Briottet (IGARSS, 2007)

Soil Moisture Impact on Lab Measured Reflectance of Bare Soils in the Optical Domain [0.4-15 µM]. - Audrey Lesaignoux; Sophie Fabre; Xavier Briottet; Albert Olioso (IGARSS (3), 2009)

Simulation of urban optical images from high spectral and spatial resolution multi-angular airborne acquisitions. - Stéphanie Doz; Xavier Briottet; Florence Porez-Nadal; Sophie Lacherade (IGARSS, 2010)

Estimation of Soil Moisture Content of bare soils from their spectral optical properties in the 0.4 - 12 µm spectral domain. - Audrey Lesaignoux; Sophie Fabre; Xavier Briottet; Albert Olioso (IGARSS, 2010)

Linear-quadratic and polynomial Non-Negative Matrix Factorization; application to spectral unmixing. - Ines Meganem; Yannick Deville; Shahram Hosseini; Philippe Déliot; Xavier Briottet; Leonardo Tomazeli Duarte (EUSIPCO, 2011)

HYPXIM: A new hyperspectral sensor combining science/defence applications. - Xavier Briottet; Rodolphe Marion; Véronique Carrère; Stephane Jacquemoud; Stéphane Chevrel; Philippe Prastault; Marc D'Oria; Philippe Gilouppe; Steven Hosford; Bertrand Lubac; Anne Bourguignon (WHISPERS, 2011)

Simultaneous CO2 and aerosol retrieval in a vegetation fire plume using aviris hyperspectral data. - Adrien Deschamps; Rodolphe Marion; Xavier Briottet; Pierre-Yves Foucher; C. Lavigne (WHISPERS, 2011)

Physical modelling and non-linear unmixing method for urban hyperspectral images. - Ines Meganem; Philippe Déliot; Xavier Briottet; Yannick Deville; Shahram Hosseini (WHISPERS, 2011)

Validation of physical unmixing model in the radiative domain. - Michal Shimoni; Xavier Briottet; Christiaan Perneel; Bernard Tanguy; Yves-Michel Frédéric; Eyal Ben-Dor (WHISPERS, 2011)

Influence of Water Content on Spectral Reflectance of Leaves in the 3-15-μm Domain. - Sophie Fabre; Audrey Lesaignoux; Albert Olioso; Xavier Briottet (IEEE Geosci. Remote. Sens. Lett., 2011)

AMARTIS v2: 3D Radiative Transfer Code in the [0.4; 2.5 µm] Spectral Domain Dedicated to Urban Areas. - Colin Thomas; Stéphanie Doz; Xavier Briottet; Sophie Lacherade (Remote. Sens., 2011)

Physic based aggregation model for the unmixing of temperature and optical properties in the infrared domain. - Manuel Cubero-Castan; Xavier Briottet; Michal Shimoni; Véronique Achard; Jocelyn Chanussot (WHISPERS, 2012)

Spectral BRDF of common urban materials. - Kai Ling Cheryl Seow; M. Doya; Xavier Briottet; Romain Ceolato; Nicolas Rivière; Sze Kim Pang (WHISPERS, 2012)

Performance analysis of unsupervised unmixing models for thermal hyepsrpectral. - Michal Shimoni; Xavier Briottet; Manuel Cubero-Castan; Christiaan Perneel; Véronique Achard; Jocelyn Chanussot (WHISPERS, 2012)

HYPXIM: A second generation high spatial resolution hyperspectral satellite for dual applications. - Véronique Carrère; Xavier Briottet; Stephane Jacquemoud; Rodolphe Marion; Anne Bourguignon; Malik Chami; Marie Dumont; Audrey Minghelli-Roman; Christiane Weber; Marie-José Lefèvre-Fonollosa; Mioara Mandea (WHISPERS, 2013)

The comparability of aggregated emissivity and temperature of heterogeneous pixel to conventional tes methods. - Manuel Cubero-Castan; Xavier Briottet; Véronique Achard; Michal Shimoni; Jocelyn Chanussot (WHISPERS, 2013)

Performance of TES method over urban areas at a high spatial resolution scale. - Rosa Oltra-Carrió; José A. Sobrino; Manuel Cubero-Castan; Xavier Briottet (WHISPERS, 2013)

SYSIPHE, airborne hyperspectral system: Focus on the SIELETERS thermal hyperspectral imaging instrument. - Laurent Rousset Rouviere; Christophe Coudrain; Sophie Thetas; Jerome Primot; Yann Ferrec; Didier Henry; Michel Tauvy; Sylvie Bernhardt; Roland Domel; Philippe Perrault; Remi Gouyon; Alain P. Kattnig; et al. (WHISPERS, 2013)

Efficient Empirical Reflectance Retrieval in Urban Environments. - Marcus Chen; Kai Ling Cheryl Seow; Xavier Briottet; Sze Kim Pang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013)

An unmixing-based method for the analysis of thermal hyperspectral images. - Manuel Cubero-Castan; Jocelyn Chanussot; Xavier Briottet; Michal Shimoni; Véronique Achard (ICASSP, 2014)

A physics-based unmixing method for thermal hyperspectral images. - Manuel Cubero-Castan; Jocelyn Chanussot; Véronique Achard; Xavier Briottet; Michal Shimoni (ICIP, 2014)

Use intermediate results of wrapper band selection methods: A first step toward the optimization of spectral configuration for land cover classifications. - Arnaud Le Bris; Nesrine Chehata; Xavier Briottet; Nicolas Paparoditis (WHISPERS, 2014)

Characterization of hyperspectral images prior to unmixing, based on eigendecompositions and sum-to-one condition. - Yannick Deville; Charlotte Revel; Xavier Briottet; Véronique Achard (WHISPERS, 2014)

Clay contents predicted from hyperspectral VNIR/SWIR imagery, under different atmospheric conditions and spatial resolutions. - Cécile Gomez; Rosa Oltra-Carrió; Sinan Bacha; Philippe Lagacherie; Xavier Briottet (WHISPERS, 2014)

A non-linear optimal estimator for plume concentration retrieval, using airborne hyperspectral measurement. - Ramzi Idoughi; Pierre-Yves Foucher; Marc-Andre Gagnon; Laurent Poutier; Véronique Achard; Xavier Briottet (WHISPERS, 2014)

Simulating Space Lidar Waveforms From Smaller-Footprint Airborne Laser Scanner Data for Vegetation Observation. - Thomas Ristorcelli; Dominique Hamoir; Xavier Briottet (IEEE Geosci. Remote. Sens. Lett., 2014)

Linear-Quadratic Mixing Model for Reflectances in Urban Environments. - Ines Meganem; Philippe Déliot; Xavier Briottet; Yannick Deville; Shahram Hosseini (IEEE Trans. Geosci. Remote. Sens., 2014)

Analysis of the Performance of the TES Algorithm Over Urban Areas. - Rosa Oltra-Carrió; Manuel Cubero-Castan; Xavier Briottet; José A. Sobrino (IEEE Trans. Geosci. Remote. Sens., 2014)

Linear-Quadratic Blind Source Separation Using NMF to Unmix Urban Hyperspectral Images. - Ines Meganem; Yannick Deville; Shahram Hosseini; Philippe Déliot; Xavier Briottet (IEEE Trans. Signal Process., 2014)

A random forest class memberships based wrapper band selection criterion: Application to hyperspectral. - Arnaud Le Bris; Nesrine Chehata; Xavier Briottet; Nicolas Paparoditis (IGARSS, 2015)

Estimation of hydrocarbon content in airborne hyperspectral images by a PLS regression model calibrated on synthetic airborne spectral database. - Vincent Lever; Pierre-Yves Foucher; Xavier Briottet; Laurent Poutier; Philippe Déliot; Françoise Viallefont; Dominique Dubucq (IGARSS, 2015)

Impact of spatial and spectral resolutions on the classification of urban areas. - Rosa Oltra-Carrió; Xavier Briottet; Marion Bonhomme (JURSE, 2015)

A comparison of several feature selection scores applied to hyperspectral data. - Arnaud Le Bris; Nesrine Chehata; Xavier Briottet; Nicolas Paparoditis (WHISPERS, 2015)

Hyperspectral pansharpening based on unmixing techniques. - Laëtitia Loncan; Jocelyn Chanussot; Sophie Fabre; Xavier Briottet (WHISPERS, 2015)

A method based on nonnegative matrix factorization dealing with intra-class variability for unsupervised hyperspectral unmixing. - Charlotte Revel; Yannick Deville; Véronique Achard; Xavier Briottet (WHISPERS, 2015)

Hyperspectral pansharpening: a review. - Laëtitia Loncan; Luís B. Almeida; José M. Bioucas-Dias; Xavier Briottet; Jocelyn Chanussot; Nicolas Dobigeon; Sophie Fabre; Wenzhi Liao; Giorgio A. Licciardi; Miguel Simões; Jean-Yves Tourneret; Miguel Angel Veganzones; et al. (CoRR, 2015)

Improvement of Soil Moisture Retrieval from Hyperspectral VNIR-SWIR Data Using Clay Content Information: From Laboratory to Field Experiments. - Rosa Oltra-Carrió; Frédéric Baup; Sophie Fabre; Rémy Fieuzal; Xavier Briottet (Remote. Sens., 2015)

Estimation of Soil Moisture Content from the Spectral Reflectance of Bare Soils in the 0.4-2.5 µm Domain. - Sophie Fabre; Xavier Briottet; Audrey Lesaignoux (Sensors, 2015)

A Physics-Based Unmixing Method to Estimate Subpixel Temperatures on Mixed Pixels. - Manuel Cubero-Castan; Jocelyn Chanussot; Véronique Achard; Xavier Briottet; Michal Shimoni (IEEE Trans. Geosci. Remote. Sens., 2015)

Joint lab, field and airborne spectral database for the quantification of soil hydrocarbon content. - Vincent Lever; Pierre-Yves Foucher; Xavier Briottet; Dominique Dubucq; Rosa Oltra-Carrió; Laurent Poutier; Véronique Achard; Philippe Déliot (WHISPERS, 2016)

A linear-quadratic unsupervised hyperspectral unmixing method dealing with intra-class variability. - Charlotte Revel; Yannick Deville; Véronique Achard; Xavier Briottet (WHISPERS, 2016)

A sun/shadow approach for the classification of hyperspectral data. - Guillaume Roussel; C. Weber; Xavier Ceamanos; Xavier Briottet (WHISPERS, 2016)

Impact of the initialisation of a blind unmixing method dealing with intra-class variability. - Charlotte Revel; Yannick Deville; Véronique Achard; Xavier Briottet (ESANN, 2017)

Classification of peatland vegetation types using in situ hyperspectral measurements. - Thierry Erudel; Sophie Fabre; Xavier Briottet; Thomas Houet (IGARSS, 2017)

Hierarchically exploring the width of spectral bands for urban material classification. - Arnaud Le Bris; Nicolas Paparoditis; Nesrine Chehata; Xavier Briottet (JURSE, 2017)

Using 3D information for atmospheric correction of airborne hyperspectral images of urban areas. - Xavier Ceamanos; Xavier Briottet; Guillaume Roussel; Hugo Gilardy; Karine Adeline (JURSE, 2017)

Inertia-Constrained Pixel-by-Pixel Nonnegative Matrix Factorisation: a Hyperspectral Unmixing Method Dealing with Intra-class Variability. - Charlotte Revel; Yannick Deville; Véronique Achard; Xavier Briottet (CoRR, 2017)

Criteria Comparison for Classifying Peatland Vegetation Types Using In Situ Hyperspectral Measurements. - Thierry Erudel; Sophie Fabre; Thomas Houet; Florence Mazier; Xavier Briottet (Remote. Sens., 2017)

North Africa and Saudi Arabia Day/Night Sandstorm Survey (NASCube). - Louis Gonzalez; Xavier Briottet (Remote. Sens., 2017)

Unmixing of Mineralogical Clay Intimate Mixtures with Laboratory Hyperspectral Images. - Etienne Ducasse; Audrey Hohmann; Karine Adeline; Rosa Oltra-Carrió; Anne Bourguignon; Philippe Déliot; Xavier Briottet; Gilles Grandjean (IGARSS, 2018)

Detection And Area Estimation For Photovoltaic Panels In Urban Hyperspectral Remote Sensing Data By An Original Nmf-Based Unmixing Method. - Moussa Sofiane Karoui; Fatima Zohra Benhalouche; Yannick Deville; Khelifa Djerriri; Xavier Briottet; Arnaud Le Bris (IGARSS, 2018)

The Indian-French Trishna Mission: Earth Observation in the Thermal Infrared with High Spatio-Temporal Resolution. - Jean-Pierre Lagouarde; Bimal K. Bhattacharya; Philippe Crébassol; Philippe Gamet; S. S. Babu; Gilles Boulet; Xavier Briottet; Krishna Mohan Buddhiraju; Selma Cherchali; Isabelle Dadou; Gérard Dedieu; M. Gouhier; et al. (IGARSS, 2018)

Hyperspectral Imagery for Environmental Urban Planning. - Cody Weber; Rahim Aguejdad; Xavier Briottet; J. Avala; Sophie Fabre; Jean Demuynck; Emmanuel Zenou; Yannick Deville; Moussa Sofiane Karoui; Fatima Zohra Benhalouche; Sébastien Gadal; Walid Ouerghemmi; et al. (IGARSS, 2018)

NMF Hyperspectral Unmixing Of The Sea Bottom: Influence Of The Adjacency Effects, Model and Method. - Mireille Guillaume; Louis Juste; Xavier Lenot; Yannick Deville; Bruno Lafrance; Malik Chami; Sylvain Jay; Audrey Minghelli; Xavier Briottet; Véronique Serfaty (WHISPERS, 2018)

Inertia-Constrained Pixel-by-Pixel Nonnegative Matrix Factorisation: A Hyperspectral Unmixing Method Dealing with Intra-Class Variability. - Charlotte Revel; Yannick Deville; Véronique Achard; Xavier Briottet; Christiane Weber (Remote. Sens., 2018)

Hyperspectral Oceanic Remote Sensing With Adjacency Effects: From Spectral-Variability-Based Modeling To Performance Of Associated Blind Unmixing Methods. - Yannick Deville; Audrey Minghelli; Xavier Briottet; Véronique Serfaty; Salah Eddine Brezini; Fatima Zohra Benhalouche; Moussa Sofiane Karoui; Mireille Guillaume; Xavier Lenot; Bruno Lafrance; Malik Chami; Sylvain Jay (IGARSS, 2019)

Relations Between Landsat Spectral Reflectances and Land Surface Emissivity Over Bare Soils. - Albert Olioso; Xavier Briottet; Sophie Fabre; Frédéric Jacob; Aurélie Michel; Simon Nativel; Vincent Rivalland; Jean-Louis Roujean (IGARSS, 2019)

Identification of the London plane in urban alignment based on hyperspectral data and contextual information. - Josselin Aval; Jean Demuynck; Emmanuel Zenou; Sophie Fabre; David Sheeren; Mathieu Fauvel; Xavier Briottet (JURSE, 2019)

Land Surface Temperature Retrieval over Urban areas from simulated TRISHNA data. - Aurélie Michel; Laure Roupioz; Carlos Granero-Belinchón; Xavier Briottet (JURSE, 2019)

A New Hyperspectral Unmixing Method Using Co-Registered Hyperspectral and Panchromatic Images. - Simon Rebeyrol; Yannick Deville; Véronique Achard; Xavier Briottet; Stéphane May (WHISPERS, 2019)

Revisiting Pseudo Invariant Calibration Sites (PICS) Over Sand Deserts for Vicarious Calibration of Optical Imagers at 20 km and 100 km Scales. - Cédric Bacour; Xavier Briottet; François-Marie Bréon; Françoise Viallefont-Robinet; Marc Bouvet (Remote. Sens., 2019)

Multi-Resolution Study of Thermal Unmixing Techniques over Madrid Urban Area: Case Study of TRISHNA Mission. - Carlos Granero-Belinchón; Aurélie Michel; Jean-Pierre Lagouarde; José Antonio Sobrino; Xavier Briottet (Remote. Sens., 2019)

Night Thermal Unmixing for the Study of Microscale Surface Urban Heat Islands with TRISHNA-Like Data. - Carlos Granero-Belinchón; Aurélie Michel; Jean-Pierre Lagouarde; José Antonio Sobrino; Xavier Briottet (Remote. Sens., 2019)

Partial Linear NMF-Based Unmixing Methods for Detection and Area Estimation of Photovoltaic Panels in Urban Hyperspectral Remote Sensing Data. - Moussa Sofiane Karoui; Fatima Zohra Benhalouche; Yannick Deville; Khelifa Djerriri; Xavier Briottet; Thomas Houet; Arnaud Le Bris; Christiane Weber (Remote. Sens., 2019)

Improvement of a Cirrus Correction Empirical Method with Sentinel-2 Data. - Sandra Salgado; Laurent Poutier; Sandrine Mathieu; Xavier Briottet (IGARSS, 2020)

Montmorillonite Estimation in Clay-Quartz-Calcite Samples from Laboratory SWIR Imaging Spectroscopy: A Comparative Study of Spectral Preprocessings and Unmixing Methods. - Etienne Ducasse; Karine Adeline; Xavier Briottet; Audrey Hohmann; Anne Bourguignon; Gilles Grandjean (Remote. Sens., 2020)

Phenological Dynamics Characterization of Alignment Trees with Sentinel-2 Imagery: A Vegetation Indices Time Series Reconstruction Methodology Adapted to Urban Areas. - Carlos Granero-Belinchón; Karine Adeline; Aude Lemonsu; Xavier Briottet (Remote. Sens., 2020)

Spectral Unmixing for Thermal Infrared Multi-Spectral Airborne Imagery over Urban Environments: Day and Night Synergy. - Carlos Granero-Belinchón; Aurélie Michel; Véronique Achard; Xavier Briottet (Remote. Sens., 2020)

Mapping Benthic Habitats by Extending Non-Negative Matrix Factorization to Address the Water Column and Seabed Adjacency Effects. - Mireille Guillaume; Audrey Minghelli; Yannick Deville; Malik Chami; Louis Juste; Xavier Lenot; Bruno Lafrance; Sylvain Jay; Xavier Briottet; Véronique Serfaty (Remote. Sens., 2020)

Monitoring LAI, Chlorophylls, and Carotenoids Content of a Woodland Savanna Using Hyperspectral Imagery and 3D Radiative Transfer Modeling. - Thomas Miraglio; Karine Adeline; Margarita Huesca; Susan L. Ustin; Xavier Briottet (Remote. Sens., 2020)

Correction: Miraglio, T., et al. Monitoring LAI, Chlorophylls, and Carotenoids Content of a Woodland Savanna Using Hyperspectral Imagery and 3D Radiative Transfer Modeling. Remote Sensing 2020, 12, 28. - Thomas Miraglio; Karine Adeline; Margarita Huesca; Susan L. Ustin; Xavier Briottet (Remote. Sens., 2020)

Joint Use of PROSAIL and DART for Fast LUT Building: Application to Gap Fraction and Leaf Biochemistry Estimations over Sparse Oak Stands. - Thomas Miraglio; Karine Adeline; Margarita Huesca; Susan L. Ustin; Xavier Briottet (Remote. Sens., 2020)

Using a Panchromatic Image to Improve Hyperspectral Unmixing. - Simon Rebeyrol; Yannick Deville; Véronique Achard; Xavier Briottet; Stéphane May (Remote. Sens., 2020)

Fusion of Panchromatic and Hyperspectral Images in the Reflective Domain by a Combinatorial Approach and Application to Urban Landscape. - Yohann Constans; Sophie Fabre; Hervé Carfantan; Michael Seymour; Vincent Crombez; Xavier Briottet; Yannick Deville (IGARSS, 2021)

Graph-Based Approach to Improve Individual Tree Crown Delineation in Temperate Forest using Structural And Spectral Information. - Matthieu Deluzet; Thierry Erudel; Xavier Briottet; Thomas Houet; David Sheeren; Sophie Fabre (IGARSS, 2021)

Hyperspectral Classification Based on Spectral Indices Learned Through Soft Attention Units. - Romain Thoreau; Véronique Achard; Xavier Briottet (IGARSS, 2021)

Impact of the number of dates and their sampling on a NDVI time series reconstruction methodology to monitor urban trees with Venμs satellite. - Carlos Granero-Belinchón; Karine Adeline; Xavier Briottet (Int. J. Appl. Earth Obs. Geoinformation, 2021)

Impact of Tree Crown Transmittance on Surface Reflectance Retrieval in the Shade for High Spatial Resolution Imaging Spectroscopy: A Simulation Analysis Based on Tree Modeling Scenarios. - Karine Adeline; Xavier Briottet; Sidonie Lefebvre; Nicolas Rivière; Jean-Philippe Gastellu-Etchegorry; Fabrice Vinatier (Remote. Sens., 2021)

A New Material-Oriented TES for Land Surface Temperature and SUHI Retrieval in Urban Areas: Case Study over Madrid in the Framework of the Future TRISHNA Mission. - Aurélie Michel; Carlos Granero-Belinchón; Charlène Cassante; Paul Boitard; Xavier Briottet; Karine Adeline; Laurent Poutier; José A. Sobrino (Remote. Sens., 2021)

Impact of Modeling Abstractions When Estimating Leaf Mass per Area and Equivalent Water Thickness over Sparse Forests Using a Hybrid Method. - Thomas Miraglio; Margarita Huesca; Jean-Philippe Gastellu-Etchegorry; Crystal Schaaf; Karine Adeline; Susan L. Ustin; Xavier Briottet (Remote. Sens., 2021)

Probabilistic Breaking Tie: An Active Learning Strategy To Leverage Class Hierarchy For Impervious Surfaces Classification. - Romain Thoreau; Véronique Achard; Laurent Risser; Béatrice Berthelot; Xavier Briottet (WHISPERS, 2022)

p3VAE: a physics-integrated generative model. Application to the semantic segmentation of optical remote sensing images. - Romain Thoreau; Laurent Risser; Véronique Achard; Béatrice Berthelot; Xavier Briottet (CoRR, 2022)

Hyperspectral Pansharpening in the Reflective Domain with a Second Panchromatic Channel in the SWIR II Spectral Domain. - Yohann Constans; Sophie Fabre; Michael Seymour; Vincent Crombez; Yannick Deville; Xavier Briottet (Remote. Sens., 2022)

Individual Tree Crown Delineation Method Based on Multi-Criteria Graph Using Geometric and Spectral Information: Application to Several Temperate Forest Sites. - Matthieu Deluzet; Thierry Erudel; Xavier Briottet; David Sheeren; Sophie Fabre (Remote. Sens., 2022)

A Simulation-Based Error Budget of the TES Method for the Design of the Spectral Configuration of the Micro-Bolometer-Based MISTIGRI Thermal Infrared Sensor. - Frédéric Jacob; Thomas H. G. Vidal; Audrey Lesaignoux; Albert Olioso; Marie Weiss; Françoise Nerry; Stéphane Jacquemoud; Philippe Gamet; Karine Caillault; Luc Labarre; Andrew N. French; Thomas J. Schmugge; et al. (IEEE Trans. Geosci. Remote. Sens., 2022)

Inversion of Radiative Transfer Model Through One-Dimensional Convolutional Neural Network To Retrieve Foliar Traits of Temperate Forest Canopies With Imaging Spectrocopy. - Thierry Gaubert; Karine Adeline; Margarita Huesca; Susan L. Ustin; Xavier Briottet (IGARSS, 2023)

Evaluation of Urban Weather Generator for air temperature and urban heat islands simulation over Toulouse (France). - Hiba Hamdi; Laure Roupioz; Thomas Corpetti; Xavier Briottet; Antoine Lefebvre (JURSE, 2023)

Monitoring LST at canyon scale for urban micro-climate applications: in-situ, simulation and airborne data comparisons. - Laure Roupioz; Auline Rodler; Sihem Guernouti; Ahmad Al Bitar; Laurent Poutier; Xavier Briottet; Françoise Nerry; Marjorie Musy (JURSE, 2023)

Toulouse Hyperspectral Data Set: a benchmark data set to assess semi-supervised spectral representation learning and pixel-wise classification techniques. - Romain Thoreau; Laurent Risser; Véronique Achard; Béatrice Berthelot; Xavier Briottet (CoRR, 2023)

An NMF-based method for jointly handling mixture nonlinearity and intraclass variability in hyperspectral blind source separation. - Yannick Deville; Guillaume Faury; Véronique Achard; Xavier Briottet (Digit. Signal Process., 2023)

Mapping Pluvial Flood-Induced Damages with Multi-Sensor Optical Remote Sensing: A Transferable Approach. - Arnaud Cerbelaud; Gwendoline Blanchet; Laure Roupioz; Pascal Breil; Xavier Briottet (Remote. Sens., 2023)

Modeling and Unsupervised Unmixing Based on Spectral Variability for Hyperspectral Oceanic Remote Sensing Data with Adjacency Effects. - Yannick Deville; Salah Eddine Brezini; Fatima Zohra Benhalouche; Moussa Sofiane Karoui; Mireille Guillaume; Xavier Lenot; Bruno Lafrance; Malik Chami; Sylvain Jay; Audrey Minghelli; Xavier Briottet; Véronique Serfaty (Remote. Sens., 2023)

A Physical Method for Optical Characterization of Pollution in Industrial Wastewater Ponds Using Imaging Spectroscopy. - Louis Zaugg; Rodolphe Marion; Malik Chami; Xavier Briottet; Laure Roupioz (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Estimation of Oak Leaf Functional Traits for California Woodland Savannas and Mixed Forests: Comparison between Statistical, Physical, and Hybrid Methods Using Spectroscopy. - Thierry Gaubert; Karine Adeline; Margarita Huesca; Susan L. Ustin; Xavier Briottet (Remote. Sens., 2024)

Mapping of Clay Montmorillonite Abundance in Agricultural Fields Using Unmixing Methods at Centimeter Scale Hyperspectral Images. - Etienne Ducasse; Karine Adeline; Audrey Hohmann; Véronique Achard; Anne Bourguignon; Gilles Grandjean; Xavier Briottet (Remote. Sens., 2024)

Land Surface Temperature Super-Resolution With a Scale-Invariance-Free Neural Approach: Application to MODIS. - Romuald Ait-Bachir; Carlos Granero-Belinchón; Aurélie Michel; Julien Michel; Xavier Briottet; Lucas Drumetz (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Physics-informed variational autoencoders for improved robustness to environmental factors of variation. - Romain Thoreau; Laurent Risser; Véronique Achard; Béatrice Berthelot; Xavier Briottet (Mach. Learn., 2025)