clement Mallet

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LaSTIG

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clement-mallet
0000-0002-2675-165X
IdRef : 17746545X

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Publications

	Automatic vectorization of historical maps: A benchmark Yizi Chen , Joseph Chazalon , Edwin Carlinet , Minh Ôn Vũ Ngoc , Clément Mallet PLoS ONE, 2024, 19 (2), pp.e0298217. ⟨10.1371/journal.pone.0298217⟩ Article dans une revue hal-04473243v1
	Constrained DTW preserving shapelets for explainable time-Series clustering Hussein El Amouri , Thomas Lampert , Pierre Gançarski , Clément Mallet Pattern Recognition, 2023, 143, pp.109804. ⟨10.1016/j.patcog.2023.109804⟩ Article dans une revue hal-04171112v1
	Multi-nomenclature, multi-resolution joint translation: an application to land-cover mapping Luc Baudoux , Jordi Inglada , Clément Mallet International Journal of Geographical Information Science, 2023, 37 (2), pp.403-437. ⟨10.1080/13658816.2022.2120996⟩ Article dans une revue hal-03808724v1
	Predicting Vegetation Stratum Occupancy from Airborne LiDAR Data with Deep Learning Ekaterina Kalinicheva , Loic Landrieu , Clément Mallet , Nesrine Chehata International Journal of Applied Earth Observation and Geoinformation, 2022, 112, pp.102863. ⟨10.1016/j.jag.2022.102863⟩ Article dans une revue hal-03727656v1
	Hyperspectral imagery and urban areas: results of the HYEP project Christiane Weber , Xavier Briottet , Thomas Houet , Sébastien Gadal , Rahim Aguejdad Revue Française de Photogrammétrie et de Télédétection, 2022, 224 (1), pp.75-92. ⟨10.52638/rfpt.2022.589⟩ Article dans une revue hal-04018093v1
	Investigating operational country-level crop monitoring with Sentinel~1 and~2 imagery Nicolas David , Sébastien Giordano , Clément Mallet Remote Sensing Letters, 2021, 12 (10), pp.970-982 Article dans une revue hal-03312443v1
	Fast estimation for robust supervised classification with mixture model Erwan Giry Fouquet , Mathieu Fauvel , Clément Mallet Pattern Recognition Letters, 2021, 152, pp.320-326. ⟨10.1016/j.patrec.2021.10.020⟩ Article dans une revue hal-03326441v2
	Recurrent-based regression of Sentinel time series for continuous vegetation monitoring Anatol Garioud , Silvia Valero , Sébastien Giordano , Clément Mallet Remote Sensing of Environment, 2021, 263, pp.112419. ⟨10.1016/j.rse.2021.112419⟩ Article dans une revue hal-03274870v1
	Toward a Yearly Country-Scale CORINE Land-Cover Map without Using Images: A Map Translation Approach Luc Baudoux , Jordi Inglada , Clément Mallet Remote Sensing, 2021, 13 (6), pp.1060. ⟨10.3390/rs13061060⟩ Article dans une revue hal-03166675v1
	Foreword to the Special Issue on Paving the Way for the Future of Urban Remote Sensing Sébastien Lefèvre , Thomas Corpetti , Monika Kuffer , Hannes Taubenbock , Clément Mallet IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020, 13, pp.6533-6536. ⟨10.1109/JSTARS.2020.3046096⟩ Article dans une revue hal-03110132v1
	A learning approach to evaluate the quality of 3D city models Oussama Ennafii , Arnaud Le Bris , Florent Lafarge , Clément Mallet Photogrammetric engineering and remote sensing, 2019, 85 (12), pp.865 - 878. ⟨10.14358/PERS.85.12.865⟩ Article dans une revue hal-02193116v2
	Foreword to the theme issue on geospatial computer vision Jan Dirk Wegner , Devis Tuia , Michael Yang , Clément Mallet ISPRS Journal of Photogrammetry and Remote Sensing, 2018, 140, pp.1-2. ⟨10.1016/j.isprsjprs.2017.12.011⟩ Article dans une revue hal-02375987v1
	Vers une remise en géométrie automatique des prises de vue aériennes historiques photogrammétriques Arnaud Le Bris , Sébastien Giordano , Clément Mallet Revue Française de Photogrammétrie et de Télédétection, 2018, 217-218, pp.11-23 Article dans une revue hal-02370181v1
	Editorial pour le numéro spécial CFPT'2018 Clément Mallet , Nesrine Chehata , Mauro Dalla Mura , Jean-Emmanuel Deschaud , Mathieu Fauvel Revue Française de Photogrammétrie et de Télédétection, 2018, Numéro double spécial Colloque CFPT 2018, 2017-2018 Article dans une revue hal-02384430v1
	Foreword to the Special Issue on Urban Remote Sensing for Smarter Cities P. Marpu , D. Tuia , Clément Mallet IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2018, 11 (8), pp.2575-2577. ⟨10.1109/JSTARS.2018.2863138⟩ Article dans une revue hal-02375982v1
	Classification à très large échelle d'images satellite à très haute résolution spatiale par réseaux de neurones convolutifs Tristan Postadjian , Arnaud Le Bris , Hichem Sahbi , Clément Mallet Revue Française de Photogrammétrie et de Télédétection, 2018, colloque CFPT 2018, 217-218 (n° spécial), pp.73-86. ⟨10.52638/rfpt.2018.418⟩ Article dans une revue hal-02325820v1
	Semantic segmentation of forest stands of pure species combining airborne lidar data and very high resolution multispectral imagery Clément Dechesne , Clément Mallet , Arnaud Le Bris , Valérie Gouet-Brunet ISPRS Journal of Photogrammetry and Remote Sensing, 2017, 126, pp.129-145. ⟨10.1016/j.isprsjprs.2017.02.011⟩ Article dans une revue hal-02338242v1
	A Classification-Segmentation Framework for the Detection of Individual Trees in Dense MMS Point Cloud Data Acquired in Urban Areas Martin Weinmann , Michael Weinmann , Clément Mallet , Mathieu Brédif Remote Sensing, 2017, 9 (3), pp.277. ⟨10.3390/rs9030277⟩ Article dans une revue hal-01557698v1
	A structured regularization framework for spatially smoothing semantic labelings of 3D point clouds Loic Landrieu , Hugo Raguet Raguet , Bruno Vallet , Clément Mallet , Martin Weinmann ISPRS Journal of Photogrammetry and Remote Sensing, 2017, 132, pp.102-118. ⟨10.1016/j.isprsjprs.2017.08.010⟩ Article dans une revue hal-01505245v2
	Large-scale road detection in forested mountainous areas using airborne topographic lidar data António Ferraz , Clément Mallet , Nesrine Chehata ISPRS Journal of Photogrammetry and Remote Sensing, 2016, 112 (3), pp.23-36. ⟨10.1016/j.isprsjprs.2015.12.002⟩ Article dans une revue hal-02375998v1
	International Benchmarking of the Individual Tree Detection Methods for Modeling 3-D Canopy Structure for Silviculture and Forest Ecology Using Airborne Laser Scanning Yunsheng Wang , Juha Hyyppä , Xinlian Liang , Harri Kaartinen , Xiaowei Yu IEEE Transactions on Geoscience and Remote Sensing, 2016, 54 (9), pp.5011-5027. ⟨10.1109/TGRS.2016.2543225⟩ Article dans une revue hal-02376018v1
	Mapping and Characterization of Hydrological Dynamics in a Coastal Marsh Using High Temporal Resolution Sentinel-1A Images Cecile Cazals , Sebastien Rapinel , Pierre-Louis Frison , Anne Bonis , Grégoire Mercier Remote Sensing, 2016, 8 (7), pp.570. ⟨10.3390/rs8070570⟩ Article dans une revue hal-01374453v1
	Lidar detection of individual tree size in tropical forests António Ferraz , Sassan Saatchi , Clément Mallet , Victoria Meyer Remote Sensing of Environment, 2016, 183, pp.318-333. ⟨10.1016/j.rse.2016.05.028⟩ Article dans une revue hal-02376008v1
	Airborne Lidar Estimation of Aboveground Forest Biomass in the Absence of Field Inventory António Ferraz , Sassan Saatchi , Clément Mallet , Stéphane Jacquemoud , Gil Gonçalves Remote Sensing, 2016, 8 (8), pp.653. ⟨10.3390/rs8080653⟩ Article dans une revue hal-02376108v1
	Foreword to the Special Issue on “GeoVision: Computer Vision for Geospatial Applications” Devis Tuia , Jan Dirk Wegner , Clément Mallet , Michael Ying Yang IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2016, 9 (7), pp.2840-2843. ⟨10.1109/JSTARS.2016.2586158⟩ Article dans une revue hal-02376109v1
	Distinctive 2D and 3D features for automated large-scale scene analysis in urban areas M. Weinmann , S. Urban , S. Hinz , B. Jutzi , Clément Mallet Computers and Graphics, 2015, 49, pp.47-57. ⟨10.1016/j.cag.2015.01.006⟩ Article dans une revue hal-02376112v1
	Canopy Density Model: A New ALS-Derived Product to Generate Multilayer Crown Cover Maps António Ferraz , Clément Mallet , Stéphane Jacquemoud , Gil Rito Goncalves , Margarida Tomé IEEE Transactions on Geoscience and Remote Sensing, 2015, 53 (12), pp.6776-6790. ⟨10.1109/TGRS.2015.2448056⟩ Article dans une revue hal-02376115v1
	DÉTECTION À HAUTE RÉSOLUTION SPATIALE DE LA DESSERTE FORESTIÈRE EN MILIEU MONTAGNEUX Antonio Ferraz , Clément Mallet , Nesrine Chehata Revue Française de Photogrammétrie et de Télédétection, 2015, 1 (211-212), pp.103-117. ⟨10.52638/rfpt.2015.549⟩ Article dans une revue hal-04337824v1
	Semantic point cloud interpretation based on optimal neighborhoods, relevant features and efficient classifiers Martin Weinmann , Boris Jutzi , Stefan Hinz , Clément Mallet ISPRS Journal of Photogrammetry and Remote Sensing, 2015, 105, pp.286-304. ⟨10.1016/j.isprsjprs.2015.01.016⟩ Article dans une revue hal-02376113v1
	Theme Issue “Multitemporal remote sensing data analysis” Clément Mallet , Nesrine Chehata , Grégoire Mercier ISPRS Journal of Photogrammetry and Remote Sensing, 2015, 107, pp.1-2. ⟨10.1016/j.isprsjprs.2015.07.005⟩ Article dans une revue hal-02376117v1
	Publier une contribution scientifique dans la Revue Française de Photogrammétrie et de Télédétection Clément Mallet Revue Française de Photogrammétrie et de Télédétection, 2015, 210, pp.1-4. ⟨10.52638/rfpt.2015.279⟩ Article dans une revue hal-04337814v1
	Detecting blind building façades from highly overlapping wide angle aerial imagery Jean-Pascal Burochin , Bruno Vallet , Mathieu Brédif , Clément Mallet , Thomas Brosset ISPRS Journal of Photogrammetry and Remote Sensing, 2014, 96, pp.193 - 209. ⟨10.1016/j.isprsjprs.2014.07.011⟩ Article dans une revue hal-01559518v1
	Towards 3D lidar point cloud registration improvement using optimal neighborhood knowledge Adrien Gressin , Clément Mallet , Jérôme Demantké , Nicolas David ISPRS Journal of Photogrammetry and Remote Sensing, 2013, 79, pp.240--251. ⟨10.1016/j.isprsjprs.2013.02.019⟩ Article dans une revue hal-00920922v1
	Large-scale classification of water areas using airborne topographic lidar data Julien Smeeckaert , Clément Mallet , David Nicolas , Nesrine Chehata , António Ferraz Remote Sensing of Environment, 2013, 138, pp.134-148. ⟨10.1016/j.rse.2013.07.004⟩ Article dans une revue hal-02376119v1
	Creating large-scale city models from 3D-point clouds: a robust approach with hybrid representation Florent Lafarge , Clément Mallet International Journal of Computer Vision, 2012, 99 (1), pp.69-85 Article dans une revue hal-00759265v1
	Relevance assessment of full-waveform lidar data for urban area classification Clément Mallet , Frédéric Bretar , Michel Roux , Uwe Soergel , Christian Heipke ISPRS Journal of Photogrammetry and Remote Sensing, 2011, 66 (6), pp.S71-S84. ⟨10.1016/j.isprsjprs.2011.09.008⟩ Article dans une revue hal-02381397v1
	Relevance of airborne lidar and multispectral image data for urban scene classification using Random Forests Li Guo , Nesrine Chehata , Clément Mallet , Samia Boukir ISPRS Journal of Photogrammetry and Remote Sensing, 2011, 66 (1), pp.56-66. ⟨10.1016/j.isprsjprs.2010.08.007⟩ Article dans une revue hal-02381405v1
	A Marked Point Process for Modeling Lidar Waveforms Clément Mallet , Florent Lafarge , Michel J. Roux , Uwe Soergel , Frédéric Bretar IEEE Transactions on Image Processing, 2010, 19 (12), pp.3204-3221. ⟨10.1109/TIP.2010.2052825⟩ Article dans une revue inria-00503149v1
	Full-waveform topographic lidar: State-of-the-art Clément Mallet , Frédéric Bretar ISPRS Journal of Photogrammetry and Remote Sensing, 2009, 64 (1), pp.1-16. ⟨10.1016/j.isprsjprs.2008.09.007⟩ Article dans une revue hal-02381418v1
	Analysis of Full-Waveform Lidar Data for Classification of Urban areas Clément Mallet , Frédéric Bretar , Uwe Soergel Photogrammetrie - Fernerkundung - Geoinformation, 2008 Article dans une revue hal-02384623v1
	Le lidar topographique à retour d'onde complète : état de l'art Clément Mallet , Frédéric Bretar Traitement du Signal, 2007 Article dans une revue hal-02381463v1

	SoDUCo : croisement de sources géo-historiques pour l'étude de l'évolution de Paris de 1789 à 1950 Nathalie Abadie , Stéphane Baciocchi , Charly Bernard , Edwin Carlinet , Paul Chapron Conférence interdisciplinaire : Extraction, traitement et visualisation de données complexes en géographie (XVIIIe siècle - XIXe siècle), Ecole Normale Supérieure de Lyon; Institut Rhônalpin des systèmes Complexes, Feb 2023, Lyon, France Communication dans un congrès hal-04494266v1
	GeoMultiTaskNet: remote sensing unsupervised domain adaptation using geographical coordinates Valerio Marsocci , Nicolas Gonthier , Anatol Garioud , Simone Scardapane , Clément Mallet IEEE/CVF Conference on Computer VIsion and Pattern Recognition Workshops, Jun 2023, Vancouver, Canada Communication dans un congrès hal-04114130v1
	Deep-Learning Based Multiple Land-Cover Map Translation Luc Baudoux , Jordi Inglada , Clément Mallet IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, Jul 2022, Kuala Lumpur, Malaysia. pp.1260-1263, ⟨10.1109/IGARSS46834.2022.9883056⟩ Communication dans un congrès hal-03983066v1
	CDPS: Constrained DTW-Preserving Shapelets Hussein El Amouri , Thomas Lampert , Pierre Gançarski , Clément Mallet European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2022, Jun 2022, Strasbourg, France. ⟨10.1007/978-3-031-26387-3_2⟩ Communication dans un congrès hal-03736948v1
	Multi-Layer Modeling of Dense Vegetation from Aerial LiDAR Scans Ekaterina Kalinicheva , Loic Landrieu , Clément Mallet , Nesrine Chehata IEEE/CVF Conference on Computer VIsion and Pattern Recognition Workshops, Jun 2022, New Orleans, United States Communication dans un congrès hal-03718729v1
	Classification of Vegetation classes by using Time Series of Sentinel-2 images for large scale mapping in Cameroon Hermann Tagne , Arnaud Le Bris , David Monkam , Clément Mallet XXIVth ISPRS Congress, Jun 2022, Nice, France. pp.673 - 680, ⟨10.5194/isprs-annals-v-3-2022-673-2022⟩ Communication dans un congrès hal-03714004v1
	Preface: the 2022 edition of the XXIVth ISPRS Congress Loic Landrieu , E Rupnik , S. Oude Elberink , Clément Mallet , Nicolas Paparoditis XXIVth ISPRS Congress, Jun 2022, Nice, France. pp.1 - 5, ⟨10.5194/isprs-annals-v-3-2022-1-2022⟩ Communication dans un congrès hal-03713997v1
	Assessing the Interest of a Multi-Modal Gap-Filling Strategy for Monitoring Changes in Grassland Parcels Anatol Garioud , Silvia Valero , Clément Mallet IGARSS 2021 - 2021 IEEE International Geoscience and Remote Sensing Symposium, Jul 2021, Brussels, Belgium. pp.3105-3108, ⟨10.1109/IGARSS47720.2021.9554995⟩ Communication dans un congrès hal-03983082v1
	Vectorization of historical maps using deep edge filtering and closed shape extraction Yizi Chen , Edwin Carlinet , Joseph Chazalon , Clément Mallet , Bertrand Dumenieu 16th International Conference on Document Analysis and Recognition (ICDAR'21), Sep 2021, Lausanne, Switzerland. pp.510-525, ⟨10.1007/978-3-030-86337-1_34⟩ Communication dans un congrès hal-03256073v1
	ICDAR 2021 Competition on Historical Map Segmentation Joseph Chazalon , Edwin Carlinet , Yizi Chen , Julien Perret , Bertrand Duménieu 16th International Conference on Document Analysis and Recognition (ICDAR'21), Sep 2021, Lausanne, Switzerland. pp.693-707, ⟨10.1007/978-3-030-86337-1_46⟩ Communication dans un congrès hal-03256193v1
	An efficient representation of 3D buildings: application to the evaluation of city models Oussama Ennafii , Oussama Ennafii , Arnaud Le Bris , Florent Lafarge , Clément Mallet ISPRS 2021 - XXIVth Congress of the International Society for Photogrammetry and Remote Sensing, Jul 2021, Nice / Virtual, France. pp.329 - 336, ⟨10.5194/isprs-archives-xliii-b2-2021-329-2021⟩ Communication dans un congrès hal-03276198v1
	Vegetation Stratum Occupancy Prediction from Airborne LiDAR 3D Point Clouds Ekaterina Kalinicheva , Clément Mallet , Loic Landrieu , Nesrine Chehata SilviLaser, Sep 2021, Vienne (AUT), Austria. pp.41-43 Communication dans un congrès hal-03983141v1
	Introducing the Boundary-Aware loss for deep image segmentation Minh Ôn Vû Ngoc , Yizi Chen , Nicolas Boutry , Joseph Chazalon , Edwin Carlinet British Machine Vision Conference (BMVC) 2021, Nov 2021, Virtual, United Kingdom Communication dans un congrès hal-03417244v1
	Contextual Land-Cover Map Translation with Semantic Segmentation Luc Baudoux , Jordi Inglada , Clément Mallet IGARSS 2021 - 2021 IEEE International Geoscience and Remote Sensing Symposium, Jul 2021, Brussels, Belgium. pp.2488-2491, ⟨10.1109/IGARSS47720.2021.9553693⟩ Communication dans un congrès hal-03983096v1
	Preface: the 2021 edition of the XXIVth ISPRS congress Clément Mallet , Florent Lafarge , Martyna Poreba , Teng Wu , Gaétan Bahl XXIVth ISPRS Congress, 2021 edition, Jul 2021, Nice (virtuel), France. pp.1 - 5, ⟨10.5194/isprs-annals-v-1-2021-1-2021⟩ Communication dans un congrès hal-03276194v1
	Current challenges in operational very high resolution land-cover mapping Clément Mallet , Arnaud Le Bris International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Aug 2020, Nice, France. pp.703-710, ⟨10.5194/isprs-archives-XLIII-B2-2020-703-2020⟩ Communication dans un congrès hal-02948186v1
	CNN semantic segmentation to retrieve past land cover out of historical orthoimages and DSM: first experiments Arnaud Le Bris , Sébastien Giordano , Clément Mallet ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, Aug 2020, Nice, France. pp 1013 - 1019, ⟨10.5194/isprs-annals-V-2-2020-1013-2020⟩ Communication dans un congrès hal-02948169v1
	SemCity Toulouse: A benchmark for building instance segmentation in satellite images Ribana Roscher , Michele Volpi , Clément Mallet , Lukas Drees , Jan Dirk Wegner ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, 2020, Aug 2020, Nice, France. pp.109-116, ⟨10.5194/isprs-annals-V-5-2020-109-2020⟩ Communication dans un congrès hal-02948177v1
	Classification of time series of Sentinel-2 images for large scale mapping in Cameroon Hermann Tagne , A. Le Bris , D. Monkam , Clément Mallet International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Aug 2020, Nice, France. pp.633-640, ⟨10.5194/isprs-archives-XLIII-B3-2020-633-2020⟩ Communication dans un congrès hal-02927468v1
	Preface: the 2020 edition of the XXIVth ISPRS congress Clément Mallet , Florent Lafarge , Martyna Poreba , Ewelina Rupnik , Gaétan Bahl ISPRS 2020 - XXIVth edition of the International Society for Photogrammetry and Remote Sensing, Aug 2020, Nice / Virtual, France. pp.1-6, ⟨10.5194/isprs-annals-V-1-2020-1-2020⟩ Communication dans un congrès hal-02948164v1
	On the joint exploitation of optical and SAR imagery for grassland monitoring. Anatol Garioud , Silvia Valero , Sébastien Giordano , Clément Mallet The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XLIII-B3-2020, ISPRS, Aug 2020, en ligne, France. pp.591-598, ⟨10.5194/isprs-archives-XLIII-B3-2020-591-2020⟩ Communication dans un congrès hal-02571832v1
	Joint analysis of SAR and optical satellite images time series for grassland mowing event detection. Anatol Garioud , Silvia Valero , Sébastien Giordano , Clément Mallet ILUS International Land Use Symposium 2019, Land use changes: Trends and projections, Dec 2019, Paris, France Communication dans un congrès hal-03189308v1
	The necessary yet complex evaluation of 3D city models: a semantic approach Oussama Ennafii , Clément Mallet , Arnaud Le Bris , Florent Lafarge JURSE 2019 - Joint Urban Remote Sensing Event, May 2019, Vannes, France. ⟨10.1109/JURSE.2019.8809002⟩ Communication dans un congrès hal-02165562v2
	Challenges in Grassland Mowing Event Detection with Multimodal Sentinel Images Anatol Garioud , Sébastien Giordano , Silvia Valero , Clément Mallet 2019 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images (MultiTemp), Aug 2019, Shanghai, France. pp.1-4, ⟨10.1109/Multi-Temp.2019.8866914⟩ Communication dans un congrès hal-02387167v1
	HYEP HYperspectral imagery for Environmental urban Planning : principaux résultats Christiane Weber , Thomas Houet , Sébastien Gadal , Rahim Aguejdad , Grzegorz Skupinski 7ème colloque scientifique du groupe SFPT-GH, ONERA - SFTP, Jul 2019, Toulouse, France Communication dans un congrès hal-02281003v1
	The reviewing process for ISPRS events Clément Mallet , Ian J. Dowman , George Vosselman , Uwe Stilla , Lena Halounova ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences,, Nov 2018, Dehradun, India. pp.53-58, ⟨10.5194/isprs-annals-IV-5-53-2018⟩ Communication dans un congrès hal-02384432v1
	Superpixel Partitioning of Very High Resolution Satellite Images for Large-Scale Classification Perspectives with Deep Convolutional Neural Networks Tristan Postadjian , Arnaud Le Bris , Clément Mallet , Hichem Sahbi IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Jul 2018, Valencia, Spain. pp.1328-1331, ⟨10.1109/IGARSS.2018.8519222⟩ Communication dans un congrès hal-02325850v1
	Hyperspectral Imagery for Environmental Urban Planning Christiane Weber , Rahim Aguejdad , Xavier Briottet , Josselin Aval , Sophie Fabre IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2018, IEEE, Jul 2018, Valencia, Spain. pp.1628-1631 Communication dans un congrès hal-01852844v1
	Forest stand extraction: which optimal remote sensing data source(s)? Clément Dechesne , Clément Mallet , Arnaud Le Bris , Valérie Gouet-Brunet IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Jul 2018, Valencia, Spain Communication dans un congrès hal-02368554v1
	Domain Adaptation for Large Scale Classification of Very High Resolution Satellite Images with Deep Convolutional Neural Networks Tristan Postadjian , Arnaud Le Bris , Hichem Sahbi , Clément Mallet IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Jul 2018, Valencia, Spain. pp.3623-3626, ⟨10.1109/IGARSS.2018.8518799⟩ Communication dans un congrès hal-02325855v1
	Semantic segmentation of forest stands of pure species as a global optimization problem Clément Dechesne , Clément Mallet , Arnaud Le Bris , Valérie Gouet-Brunet ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, 2017, Hannover, France. pp.141-148, ⟨10.5194/isprs-annals-IV-1-W1-141-2017⟩ Communication dans un congrès hal-02367562v1
	Investigating the potential of deep neural networks for large-scale classification of very high resolution satellite images Tristan Postadjian , A. Le Bris , Hichem Sahbi , Clément Mallet ISPRS Hannover Workshop 2017, Jun 2017, Hanovre, Germany. pp.183-190, ⟨10.5194/isprs-annals-IV-1-W1-183-2017⟩ Communication dans un congrès hal-02384451v1
	A two-step decision fusion strategy: application to hyperspectral and multispectral images for urban classification W. Ouerghemmi , A. Le Bris , Nesrine Chehata , Clément Mallet International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, May 2017, Hanover, Germany. pp.167-174, ⟨10.5194/isprs-archives-XLII-1-W1-167-2017⟩ Communication dans un congrès hal-02384455v1
	How to combine LIDAR and very high resolution multispectral images for forest stand segmentation? Clément Dechesne , Clément Mallet , Arnaud Le Bris , Valérie Gouet-Brunet IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Jul 2017, Fort Worth, United States Communication dans un congrès hal-02368527v1
	Prédistorsion analogique pour amplificateur de puissance en bande Ku (13,75 - 14,5 GHz) Clément Mallet , Claude Duvanaud , Laurent Carre , Smail Bachir Journées Nationales Microondes, May 2017, Saint Malo, France Communication dans un congrès hal-02536987v1
	Analog predistortion for high power amplifier over the Ku-band (13,75–14,5 GHz) Clément Mallet , Claude Duvanaud , Laurent Carre , Smail Bachir 2017 47th European Microwave Conference (EuMC), Oct 2017, Nuremberg, France. pp.848-851, ⟨10.23919/EuMC.2017.8230977⟩ Communication dans un congrès hal-02430405v1
	Geometric features and their relevance for 3D point cloud classification Martin Weinmann , Boris Jutzi , Clément Mallet , Michael Weinmann ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, May 2017, Hanovre, Germany. pp.157-164, ⟨10.5194/isprs-annals-IV-1-W1-157-2017⟩ Communication dans un congrès hal-02384446v1
	Fully automatic analysis of archival aerial images current status and challenges Sébastien Giordano , Arnaud Le Bris , Clément Mallet 2017 Joint Urban Remote Sensing Event (JURSE), Mar 2017, Dubai, United Arab Emirates. pp.1-4, ⟨10.1109/JURSE.2017.7924620⟩ Communication dans un congrès hal-02386684v1
	Segmentation sémantique de données de télédétection multimodale: application aux peuplements forestiers Clément Dechesne , Clément Mallet , Arnaud Le Bris , Valérie Gouet-Brunet ORASIS 2017, GREYC, Jun 2017, Colleville-sur-Mer, France Communication dans un congrès hal-01866680v1
	Detection, segmentation and localization of individual trees from mms point cloud data M. Weinmann , Clément Mallet , M. Bredif GEOBIA 2016 : Solutions and Synergies, Sep 2016, Enschede, Netherlands. ⟨10.3990/2.388⟩ Communication dans un congrès hal-02384459v1
	Forest stand segmentation using airborne Lidar data and very high resolution multispectral imagery Clément Dechesne , Clément Mallet , Arnaud Le Bris , Valérie Gouet-Brunet , Alexandre Hervieu International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, Jul 2016, Prague, Czech Republic. pp.207-214, ⟨10.5194/isprs-archives-XLI-B3-207-2016⟩ Communication dans un congrès hal-02366424v1
	Segmentation and localization of individual trees from MMS point cloud data acquired in urban areas Martin Weinmann , Clément Mallet , Mathieu Brédif Tagungsband der 36. Wissenschaftlich-Technischen Jahrestagung der DGPF, Jun 2016, Bern, Germany. pp.351 - 360 Communication dans un congrès hal-02551478v1
	Fusion of hyperspectral and VHR multispectral image classifications in urban α–areas Alexandre Hervieu , Arnaud Le Bris , Clément Mallet ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, Jul 2016, Prague, Czech Republic. pp.457-464, ⟨10.5194/isprs-annals-III-3-457-2016⟩ Communication dans un congrès hal-02384458v1
	Apport de l’imagerie hyperspectrale pour la planification urbaine Christiane Weber , Sébastien Gadal , Xavier Briottet , Clément Mallet SAGEO 2016 - Spatial Analysis and Geomatics, Dec 2016, Nice, France. pp.454-462 Communication dans un congrès hal-01687903v1
	Fusion of LiDAR and radar data for land-cover mapping in natural environments Clara Barbanson , Clément Mallet , Adrien Gressin , Pierre-Louis Frison , Jean-Paul Rudant IGARSS 2015 - 2015 IEEE International Geoscience and Remote Sensing Symposium, Jul 2015, Milan, Italy. pp.3715-3718, ⟨10.1109/IGARSS.2015.7326630⟩ Communication dans un congrès hal-02384469v1
	Contextual classification of point cloud data by exploiting individual 3D neighborhoods M. Weinmann , A. Schmidt , Clément Mallet , S. Hinz , F. Rottensteiner ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, Sep 2015, La Grande Motte, France. pp.271-278, ⟨10.5194/isprsannals-II-3-W4-271-2015⟩ Communication dans un congrès hal-02384460v1
	UN-sensored very high resolution Land-Cover mapping Adrien Gressin , Clément Mallet , M. Paget , C. Barbanson , P. L. Frison IGARSS 2015 - 2015 IEEE International Geoscience and Remote Sensing Symposium, Jul 2015, Milan, Italy. pp.2939-2942, ⟨10.1109/IGARSS.2015.7326431⟩ Communication dans un congrès hal-02384463v1
	Multi-temporal optical VHR image fusion for Land-Cover mapping Mathias Paget , Adrien Gressin , Clément Mallet IGARSS 2015 - 2015 IEEE International Geoscience and Remote Sensing Symposium, Jul 2015, Milan, Italy. pp.1913-1916, ⟨10.1109/IGARSS.2015.7326168⟩ Communication dans un congrès hal-02384462v1
	Combining top-down and bottom-up approaches for building detection in a single very high resolution satellite image Mahmoud Mohammed Sidi Youssef , Clément Mallet , Nesrine Chehata , Arnaud Le Bris , Adrien Gressin IGARSS 2014 - 2014 IEEE International Geoscience and Remote Sensing Symposium, Jul 2014, Quebec City, Canada. pp.4820-4823, ⟨10.1109/IGARSS.2014.6947573⟩ Communication dans un congrès hal-02384480v1
	A unified framework for land-cover database update and enrichment using satellite imagery Adrien Gressin , Nicole Vincent , Clément Mallet , Nicolas Paparoditis 2014 IEEE International Conference on Image Processing (ICIP), Oct 2014, Paris, France. pp.5057-5061, ⟨10.1109/ICIP.2014.7026024⟩ Communication dans un congrès hal-02384487v1
	Large scale road network extraction in forested moutainous areas using airborne laser scanning data António Ferraz , Clément Mallet , Nesrine Chehata IGARSS 2014 - 2014 IEEE International Geoscience and Remote Sensing Symposium, Jul 2014, Quebec City, Canada. pp.4315-4318, ⟨10.1109/IGARSS.2014.6947444⟩ Communication dans un congrès hal-02384474v1
	Détection de bâtiments à partir d'une image satellitaire par combinaison d'approches ascendante et descendante Mohamed Mahmoud Sidi Youssef , Clément Mallet , Nesrine Chehata , Arnaud Le Bris , Adrien Gressin Reconnaissance de Formes et Intelligence Artificielle (RFIA) 2014, Jun 2014, France Communication dans un congrès hal-00989026v1
	Semantic 3D scene interpretation: A framework combining optimal neighborhood size selection with relevant features M. Weinmann , B. Jutzi , Clément Mallet ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, Sep 2014, Zürich, Switzerland. pp.181-188, ⟨10.5194/isprsannals-II-3-181-2014⟩ Communication dans un congrès hal-02384489v1
	Updating the new French national land cover database Adrien Gressin , Clément Mallet , Nicole Vincent , Nicolas Paparoditis IGARSS 2014 - 2014 IEEE International Geoscience and Remote Sensing Symposium, Jul 2014, Quebec City, Canada. pp.3534-3537, ⟨10.1109/IGARSS.2014.6947245⟩ Communication dans un congrès hal-02384471v1
	Individual tree segmentation over large areas using airborne LiDAR point cloud and very high resolution optical imagery Yuchu Qin , António Ferraz , Clément Mallet , Corina Iovan IGARSS 2014 - 2014 IEEE International Geoscience and Remote Sensing Symposium, Jul 2014, Quebec City, Canada. pp.800-803, ⟨10.1109/IGARSS.2014.6946545⟩ Communication dans un congrès hal-02384484v1
	Updating land cover databases using a single very high resolution satellite image A. Gressin , Clément Mallet , N. Vincent , N. Paparoditis ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, Nov 2013, Antalya, Turkey. pp.13-18, ⟨10.5194/isprsannals-II-3-W2-13-2013⟩ Communication dans un congrès hal-02384549v1
	Updating land cover databases using a single very high resolution satellite image Adrien Gressin , Clément Mallet , Nicole Vincent , Nicolas Paparoditis ISA13 – The ISPRS Workshop on Image Sequence Analysis 2013, Nov 2013, Antalya, Turkey. pp.13 -- 18 Communication dans un congrès hal-00920957v1
	Quality evaluation of 3D city building Models with automatic error diagnosis Jean-Christophe Michelin , Julien Tierny , Florence Tupin , Clément Mallet , Nicolas Paparoditis ISPRS 2013-SSG, Nov 2013, Antalya, Turkey. pp.161 - 166, ⟨10.5194/isprsarchives-XL-7-W2-161-2013⟩ Communication dans un congrès hal-01206871v1
	Large-scalewater classification of coastal areas using airborne topographic lidar data Julien Smeeckaert , Clément Mallet , Nicolas David , Nesrine Chehata , António Ferraz IGARSS 2013 - 2013 IEEE International Geoscience and Remote Sensing Symposium, Jul 2013, Melbourne, Australia. pp.61-64, ⟨10.1109/IGARSS.2013.6721092⟩ Communication dans un congrès hal-02384526v1
	Semantic Approach in Image Change Detection Adrien Gressin , Nicole Vincent , Clément Mallet , Nicolas Paparoditis Advanced Concepts for Intelligent Vision Systems, Oct 2013, Poznan, Poland. pp.450--459 Communication dans un congrès hal-00920944v1
	Semantic approach in image change detection Clément Mallet , Jacques Blanc-Talon , Andrzej Kasinski , Wilfried Philips , Dan Popescu Advanced Concepts for Intelligent Vision Systems, Oct 2013, Poznan, Poland. pp.E1-E1, ⟨10.1007/978-3-319-02895-8_64⟩ Communication dans un congrès hal-02384539v1
	Single strata canopy cover estimation using airborne laser scanning data António Ferraz , Clément Mallet , Gil Goncalves , Margarida Tomé , Paula Soares IGARSS 2013 - 2013 IEEE International Geoscience and Remote Sensing Symposium, Jul 2013, Melbourne, Australia. pp.184-187, ⟨10.1109/IGARSS.2013.6721122⟩ Communication dans un congrès hal-02384529v1
	Feature relevance assessment for the semantic interpretation of 3D point cloud data M. Weinmann , B. Jutzi , Clément Mallet ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, Nov 2013, Antalya, Turkey. pp.313-318, ⟨10.5194/isprsannals-II-5-W2-313-2013⟩ Communication dans un congrès hal-02384551v1
	Building edge detection using small-footprint airborne full-waveform lidar data Jean-Christophe Michelin , Clément Mallet , Nicolas David ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, Sep 2012, Melbourne, Australia. pp.147-152, ⟨10.5194/isprsannals-I-3-147-2012⟩ Communication dans un congrès hal-02384563v1
	Trajectory-based registration of 3D lidar point clouds acquired with a mobile mapping system Adrien Gressin , Bertrand Cannelle , Clément Mallet , Jean-Pierre Papelard ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, Sep 2012, Melbourne, Australia. pp.117-122, ⟨10.5194/isprsannals-I-3-117-2012⟩ Communication dans un congrès hal-02384562v1
	Comparing small-footprint lidar and forest inventory data for single strata biomass estimation - A case study over a multi-layered mediterranean forest António Ferraz , Gil Goncalves , Paula Soares , Margarida Tomé , Clément Mallet IGARSS 2012 - 2012 IEEE International Geoscience and Remote Sensing Symposium, Jul 2012, Munich, Germany. pp.6384-6387, ⟨10.1109/IGARSS.2012.6352720⟩ Communication dans un congrès hal-02384554v1
	Improving 3D lidar point cloud registration using optimal neighborhood knowledge A. Gressin , Clément Mallet , N. David ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, Sep 2012, Melbourne, Australia. pp.111-116, ⟨10.5194/isprsannals-I-3-111-2012⟩ Communication dans un congrès hal-02384561v1
	Building large urban environments from unstructured point data Florent Lafarge , Clément Mallet ICCV, Nov 2011, Barcelona, Spain Communication dans un congrès hal-00759269v1
	DIMENSIONALITY BASED SCALE SELECTION IN 3D LIDAR POINT CLOUDS Jérôme Demantke , Clément Mallet , Nicolas David , Bruno Vallet Laserscanning, Aug 2011, Calgary, Canada Communication dans un congrès hal-02384758v1
	A stochastic approach for modelling airborne lidar waveforms Clément Mallet , Florent Lafarge , Frédéric Bretar , Michel Roux , Uwe Soergel Laserscanning, Sep 2009, Paris, France Communication dans un congrès hal-02384727v1
	AIRBORNE LIDAR FEATURE SELECTION FOR URBAN CLASSIFICATION USING RANDOM FORESTS Nesrine Chehata , Li Guo , Clément Mallet Laserscanning, Sep 2009, Paris, France Communication dans un congrès hal-02384719v1
	Pathway detection and geometrical description from ALS data in forested mountaneous area Nicolas David , Clément Mallet , Thomas Pons , Adrien Chauve , Frédéric Bretar Laserscanning, Sep 2009, Paris, France Communication dans un congrès hal-02384705v1
	Contribution of airborne full-waveform lidar and image data for urban scene classification Nesrine Chehata , Li Guo , Clément Mallet 2009 16th IEEE International Conference on Image Processing (ICIP 2009), Nov 2009, Cairo, France. pp.1669-1672, ⟨10.1109/ICIP.2009.5414234⟩ Communication dans un congrès hal-02384579v1
	Processing full-waveform lidar data: modelling raw signals Adrien Chauve , Clément Mallet , Frédéric Bretar , Sylvie Durrieu , Marc Pierrot Deseilligny Laserscanning 2007, Sep 2009, Espoo, Finland Communication dans un congrès hal-02384616v1
	LIDAR WAVEFORM MODELING USING A MARKED POINT PROCESS Clément Mallet , Florent Lafarge , Frédéric Bretar , Uwe Soergel , Christian Heipke International Conference on Image Processing (ICIP), Nov 2009, Cairo, Egypt Communication dans un congrès hal-00781804v1
	Library concept and design for lidar data processing Nicolas David , Clément Mallet , Frédéric Bretar GEOBIA, Aug 2008, Calgary, Canada Communication dans un congrès hal-02384648v1
	ANALYSIS OF FULL-WAVEFORM LIDAR DATA FOR CLASSIFICATION OF URBAN AREAS Clément Mallet , Uwe Soergel , Frédéric Bretar ISPRS Congress 2008, Jul 2008, Pékin, China Communication dans un congrès hal-02384655v1
	Analyse et traitement d'ondes lidar pour la cartographie et la reconnaissance de formes : application au milieu urbain Clément Mallet , Adrien Chauve , Frédéric Bretar Reconnaissance des Formes et Intelligence Artificielle, Jan 2008, Amiens, France Communication dans un congrès hal-02384672v1
	Managing Full waveform LiDAR data: a challenging task for the forthcoming years Frédéric Bretar , Adrien Chauve , Clément Mallet , B. Jutzi XXI congress, Jul 2008, Beijing, China. part B Communication dans un congrès hal-00278942v1
	MANAGING FULL WAVEFORM LIDAR DATA: A CHALLENGING TASK FOR THE FORTHCOMING YEARS Frédéric Bretar , A. Chauve , Clément Mallet , B. Jutzi ISPRS Congress 2008, Jul 2008, Pékin, China Communication dans un congrès hal-02384636v1
	Processing Full-Waveform Lidar Data: Modelling Raw Signals Adrien Chauve , Clément Mallet , Frédéric Bretar , Sylvie Durrieu , Marc Pierrot-Deseilligny ISPRS Workshop Laser Scanning and SilviLaser (LS SL), Sep 2007, Espoo, Finland. pp.102-107 Communication dans un congrès lirmm-00293129v1

	HYEP - Hyperspectral Imagery for Environmental Urban Planning Christiane Weber , Xavier Briottet , Clément Mallet , Sébastien Gadal , Yannick Devile Journées ADEME / ANR - La recherche au service de la transition énergétique, Jun 2018, Issy-les-Moulineaux, France. 2018 Poster de conférence hal-01875894v1
	Apport de l’imagerie hyperspectrale pour la planification urbaine Christiane Weber , Sébastien Gadal , Xavier Briottet , Clément Mallet SAGEO 2016: Spatial Analysis and Geomatics 2016, Dec 2016, Nice, France. ⟨10.13140/RG.2.2.24107.85289⟩ Poster de conférence hal-01418642v1

	QGIS y sus aplicaciones en la ordenacion del territorio Nicolas Baghdadi , Clément Mallet , Mehrez Zribi 2020 Ouvrages hal-02922972v1
	QGIS y sus aplicaciones en agua y en gestion del riego Nicolas Baghdadi , Clément Mallet , Mehrez Zribi 2020 Ouvrages hal-02922977v1
	QGIS y las herramientas genéricas Nicolas Baghdadi , Clément Mallet , Mehrez Zribi 2020 Ouvrages hal-02922961v1
	QGIS y sus aplicaciones en la agricultura y la silvicultura Nicolas Baghdadi , Clément Mallet , Mehrez Zribi 2020 Ouvrages hal-02922968v1
	Applications de la géometrie stochastique à l'analyse d'images Florent Chatelain , Xavier Descombes , Florent Lafarge , Christian Lantuéjoul , Clement Mallet Xavier Descombes. Hermes Science-Lavoisier, pp.250, 2011, 978-2-7462-2145-1 Ouvrages hal-00793674v1

	Combining Deep Learning and Mathematical Morphology for Historical Map Segmentation Yizi Chen , Edwin Carlinet , Joseph Chazalon , Clément Mallet , Bertrand Duménieu Discrete Geometry and Mathematical Morphology, First International Joint Conference, DGMM 2021, Uppsala, Sweden, May 24–27, 2021, Proceedings, 12708, pp 79 - 92, 2021, Lecture notes in computer science, ⟨10.1007/978-3-030-76657-3_5⟩ Chapitre d'ouvrage hal-03101578v1
	Decision fusion of remote-sensing data for land cover classification (chap. 11) Arnaud Le Bris , Nesrine Chehata , Walid Ouerghemmi , Cyril Wendl , Tristan Postadjian Michael Ying Yang, Bodo Rosenhahn, Vittorio Murino. Multimodal Scene Understanding, Elsevier, pp.341-382, 2019, ⟨10.1016/B978-0-12-817358-9.00017-2⟩ Chapitre d'ouvrage hal-02370588v1
	Méthodes de traitement de données lidar Clément Mallet , Nesrine Chehata , Jean-Stéphane Bailly Baghdadi, Nicolas and Zribi, Mehrez. Observation des surfaces continentales par télédétection optique, 1, ISTE, 2017, Observation des surfaces continentales par télédétection optique, 978-1-78405-156-3 Chapitre d'ouvrage hal-01419399v1
	Airborne LiDAR Data Processing Clement Mallet , Nesrine Chehata , Jean-Stéphane Bailly Nicolas Baghdadi and Mehrez Zribi. Optical Remote Sensing of Land Surface, Elsevier, pp.249 - 297, 2016, Optical Remote Sensing of Land Surface, 978-1-78548-102-4. ⟨10.1016/B978-1-78548-102-4.50006-5⟩ Chapitre d'ouvrage hal-01381021v1
	Some applications to image processing: pattern recognition Florent Lafarge , Clément Mallet Xavier Descombes. Stochastic geometry for image analysis, ISTE editions, pp.287-323, 2011, ⟨10.1002/9781118601235.ch9⟩ Chapitre d'ouvrage hal-02384746v1
	Conditional Random Fields for Urban Scene Classification with Full Waveform LiDAR Data Joachim Niemeyer , Jan Dirk Wegner , Clément Mallet , Franz Rottensteiner , Uwe Soergel Photogrammetric Image Analysis, ISPRS Conference, PIA 2011, Munich, Germany, October 2011, , pp.233-244, 2011, ⟨10.1007/978-3-642-24393-6_20⟩ Chapitre d'ouvrage hal-02384573v1

	Dataset for ICDAR 21 paper "Vectorization of Historical Maps Using Deep Edge Filtering and Closed Shape Extraction" Yizi Chen , Edwin Carlinet , Joseph Chazalon , Clément Mallet , Bertrand Duménieu 2024, ⟨10.5281/zenodo.10567765⟩ Autre publication scientifique hal-04529522v1

	BuyTheDips: PathLoss for improved topology-preserving deep learning-based image segmentation Vũ Ngọc Minh Ôn , Yizi Chen , Nicolas Boutry , Jonathan Fabrizio , Clément Mallet 2022 Pré-publication, Document de travail hal-03725431v1
	Semantic evaluation of 3D city models Oussama Ennafii , Arnaud Le-Bris , Florent Lafarge , Clément Mallet 2018 Pré-publication, Document de travail hal-01875781v1
	Terrain surfaces and 3D landcover classification from small footprint full-waveform lidar data: Application to badlands Frédéric Bretar , Adrien Chauve , Jean-Stéphane Bailly , Clément Mallet , Andres Jacome 2008 Pré-publication, Document de travail hal-00326636v2

	The use of Volunteer Geographic Information for producing and maintaining authoritative Land Use and Land Cover data Ana-Maria Olteanu-Raimond , Joep Crompvoets , Inian Moorthy , Clément Mallet , Bénédicte Bucher [Research Report] EuroSDR. 2022, http://www.eurosdr.net/sites/default/files/uploaded_files/eurosdr_vgi4lulc.pdf Rapport hal-03662950v1
	ANR HYEP ANR 14-CE22-0016-01 Hyperspectral imagery forEnvironmental urban Planning Hyep Programme Mobilité et systèmes urbains 2014 Christiane Weber , Thomas Houet , Sebastien Gadal , Rahim Aguejdad , Grzegorz Skupinski [Rapport de recherche] CNRS UMR TETIS, ESPACE, LETG; ONERA; GIPSA-lab; IRAP; IGN. 2018 Rapport hal-01888126v1
	Hyperspectral Imagery for Environmental Urban Planning Christiane Weber , Thomas Houet , Sébastien Gadal , Rahim Aguejdad , Grzegorz Skupinski [Research Report] CNRS UMR TETIS, ESPACE, LETG, ONERA, GIPSA-lab, IRAP, IGN. 2018 Rapport hal-01930658v1
	Sols artificialisés et processus d'artificialisation des sols : déterminants, impacts et leviers d'action. Rapport Béatrice Béchet , Yves Le Bissonnais , Anne Ruas , Anne Aguilera , M. André [0] INRA. 2017, 609 p Rapport hal-01687919v1
	Modeling urban landscapes from point clouds: a generic approach Florent Lafarge , Clément Mallet [Technical Report] RR-7612, 2011 Rapport inria-00590897v1

	Analyse des données lidar aéroportées à Retour d'Onde Complète pour la cartographie des milieux urbains Clément Mallet Traitement du signal et de l'image [eess.SP]. Télécom ParisTech, 2010. Français. ⟨NNT : ⟩ Thèse pastel-00566992v1

clement Mallet

Publications

Automatic vectorization of historical maps: A benchmark

Constrained DTW preserving shapelets for explainable time-Series clustering

Multi-nomenclature, multi-resolution joint translation: an application to land-cover mapping

Predicting Vegetation Stratum Occupancy from Airborne LiDAR Data with Deep Learning

Hyperspectral imagery and urban areas: results of the HYEP project

Investigating operational country-level crop monitoring with Sentinel~1 and~2 imagery

Fast estimation for robust supervised classification with mixture model

Recurrent-based regression of Sentinel time series for continuous vegetation monitoring

Toward a Yearly Country-Scale CORINE Land-Cover Map without Using Images: A Map Translation Approach

Foreword to the Special Issue on Paving the Way for the Future of Urban Remote Sensing

A learning approach to evaluate the quality of 3D city models

Foreword to the theme issue on geospatial computer vision

Vers une remise en géométrie automatique des prises de vue aériennes historiques photogrammétriques

Editorial pour le numéro spécial CFPT'2018

Foreword to the Special Issue on Urban Remote Sensing for Smarter Cities

Classification à très large échelle d'images satellite à très haute résolution spatiale par réseaux de neurones convolutifs

Semantic segmentation of forest stands of pure species combining airborne lidar data and very high resolution multispectral imagery

A Classification-Segmentation Framework for the Detection of Individual Trees in Dense MMS Point Cloud Data Acquired in Urban Areas

A structured regularization framework for spatially smoothing semantic labelings of 3D point clouds

Large-scale road detection in forested mountainous areas using airborne topographic lidar data

International Benchmarking of the Individual Tree Detection Methods for Modeling 3-D Canopy Structure for Silviculture and Forest Ecology Using Airborne Laser Scanning

Mapping and Characterization of Hydrological Dynamics in a Coastal Marsh Using High Temporal Resolution Sentinel-1A Images

Lidar detection of individual tree size in tropical forests

Airborne Lidar Estimation of Aboveground Forest Biomass in the Absence of Field Inventory

Foreword to the Special Issue on “GeoVision: Computer Vision for Geospatial Applications”

Distinctive 2D and 3D features for automated large-scale scene analysis in urban areas

Canopy Density Model: A New ALS-Derived Product to Generate Multilayer Crown Cover Maps

DÉTECTION À HAUTE RÉSOLUTION SPATIALE DE LA DESSERTE FORESTIÈRE EN MILIEU MONTAGNEUX

Semantic point cloud interpretation based on optimal neighborhoods, relevant features and efficient classifiers

Theme Issue “Multitemporal remote sensing data analysis”

Publier une contribution scientifique dans la Revue Française de Photogrammétrie et de Télédétection

Detecting blind building façades from highly overlapping wide angle aerial imagery

Towards 3D lidar point cloud registration improvement using optimal neighborhood knowledge

Large-scale classification of water areas using airborne topographic lidar data

Creating large-scale city models from 3D-point clouds: a robust approach with hybrid representation

Relevance assessment of full-waveform lidar data for urban area classification

Relevance of airborne lidar and multispectral image data for urban scene classification using Random Forests

A Marked Point Process for Modeling Lidar Waveforms

Full-waveform topographic lidar: State-of-the-art

Analysis of Full-Waveform Lidar Data for Classification of Urban areas

Le lidar topographique à retour d'onde complète : état de l'art

SoDUCo : croisement de sources géo-historiques pour l'étude de l'évolution de Paris de 1789 à 1950

GeoMultiTaskNet: remote sensing unsupervised domain adaptation using geographical coordinates

Deep-Learning Based Multiple Land-Cover Map Translation

CDPS: Constrained DTW-Preserving Shapelets

Multi-Layer Modeling of Dense Vegetation from Aerial LiDAR Scans

Classification of Vegetation classes by using Time Series of Sentinel-2 images for large scale mapping in Cameroon

Preface: the 2022 edition of the XXIVth ISPRS Congress

Assessing the Interest of a Multi-Modal Gap-Filling Strategy for Monitoring Changes in Grassland Parcels

Vectorization of historical maps using deep edge filtering and closed shape extraction

ICDAR 2021 Competition on Historical Map Segmentation

An efficient representation of 3D buildings: application to the evaluation of city models

Vegetation Stratum Occupancy Prediction from Airborne LiDAR 3D Point Clouds

Introducing the Boundary-Aware loss for deep image segmentation

Contextual Land-Cover Map Translation with Semantic Segmentation

Preface: the 2021 edition of the XXIVth ISPRS congress

Current challenges in operational very high resolution land-cover mapping

CNN semantic segmentation to retrieve past land cover out of historical orthoimages and DSM: first experiments

SemCity Toulouse: A benchmark for building instance segmentation in satellite images

Classification of time series of Sentinel-2 images for large scale mapping in Cameroon

Preface: the 2020 edition of the XXIVth ISPRS congress

On the joint exploitation of optical and SAR imagery for grassland monitoring.

Joint analysis of SAR and optical satellite images time series for grassland mowing event detection.

The necessary yet complex evaluation of 3D city models: a semantic approach

Challenges in Grassland Mowing Event Detection with Multimodal Sentinel Images

HYEP HYperspectral imagery for Environmental urban Planning : principaux résultats

The reviewing process for ISPRS events

Superpixel Partitioning of Very High Resolution Satellite Images for Large-Scale Classification Perspectives with Deep Convolutional Neural Networks

Hyperspectral Imagery for Environmental Urban Planning

Forest stand extraction: which optimal remote sensing data source(s)?

Domain Adaptation for Large Scale Classification of Very High Resolution Satellite Images with Deep Convolutional Neural Networks

Semantic segmentation of forest stands of pure species as a global optimization problem

Investigating the potential of deep neural networks for large-scale classification of very high resolution satellite images

A two-step decision fusion strategy: application to hyperspectral and multispectral images for urban classification

How to combine LIDAR and very high resolution multispectral images for forest stand segmentation?

Prédistorsion analogique pour amplificateur de puissance en bande Ku (13,75 - 14,5 GHz)

Analog predistortion for high power amplifier over the Ku-band (13,75–14,5 GHz)

Geometric features and their relevance for 3D point cloud classification