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clement Mallet

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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⟩
Journal articles hal-04473243v1
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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⟩
Journal articles hal-03808724v1
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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⟩
Journal articles hal-04171112v1
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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⟩
Journal articles hal-03727656v1
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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⟩
Journal articles hal-04018093v1
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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⟩
Journal articles hal-03326441v2
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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⟩
Journal articles hal-03274870v1
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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
Journal articles hal-03312443v1
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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⟩
Journal articles hal-03166675v1
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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⟩
Journal articles hal-03110132v1
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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⟩
Journal articles hal-02193116v2

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⟩
Journal articles 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⟩
Journal articles hal-02325820v1

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
Journal articles hal-02384430v1

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
Journal articles hal-02370181v1

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⟩
Journal articles hal-02375987v1

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⟩
Journal articles hal-02338242v1
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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⟩
Journal articles hal-01505245v2
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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⟩
Journal articles hal-01557698v1
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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⟩
Journal articles 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⟩
Journal articles hal-02376109v1

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⟩
Journal articles hal-02376008v1

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⟩
Journal articles 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⟩
Journal articles hal-02376018v1
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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⟩
Journal articles hal-01374453v1
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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⟩
Journal articles hal-04337814v1

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⟩
Journal articles hal-02376117v1
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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⟩
Journal articles 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⟩
Journal articles hal-02376113v1

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⟩
Journal articles 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⟩
Journal articles hal-02376115v1
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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⟩
Journal articles hal-01559518v1

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⟩
Journal articles hal-02376119v1
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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⟩
Journal articles hal-00920922v1
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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
Journal articles hal-00759265v1

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⟩
Journal articles hal-02381405v1

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⟩
Journal articles hal-02381397v1
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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⟩
Journal articles 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⟩
Journal articles hal-02381418v1

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

Clément Mallet , Frédéric Bretar , Uwe Soergel
Photogrammetrie - Fernerkundung - Geoinformation, 2008
Journal articles hal-02384623v1

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

Clément Mallet , Frédéric Bretar
Traitement du Signal, 2007
Journal articles 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
Conference papers hal-04494266v1
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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
Conference papers hal-04114130v1
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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⟩
Conference papers hal-03713997v1
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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⟩
Conference papers hal-03983066v1
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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
Conference papers hal-03718729v1
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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⟩
Conference papers hal-03714004v1
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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⟩
Conference papers hal-03736948v1
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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⟩
Conference papers hal-03276194v1
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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⟩
Conference papers 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
Conference papers hal-03983141v1
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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
Conference papers hal-03417244v1
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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⟩
Conference papers hal-03256193v1

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⟩
Conference papers hal-03983096v1

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⟩
Conference papers hal-03983082v1
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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⟩
Conference papers hal-03256073v1
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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⟩
Conference papers hal-02948164v1
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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⟩
Conference papers hal-02927468v1
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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⟩
Conference papers hal-02571832v1
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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⟩
Conference papers hal-02948169v1
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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⟩
Conference papers hal-02948177v1
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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⟩
Conference papers hal-02948186v1
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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⟩
Conference papers hal-02387167v1
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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
Conference papers hal-02281003v1

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
Conference papers hal-03189308v1
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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⟩
Conference papers hal-02165562v2

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⟩
Conference papers hal-02325850v1

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⟩
Conference papers hal-02325855v1
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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
Conference papers hal-01852844v1

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⟩
Conference papers hal-02384432v1

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
Conference papers hal-02368554v1

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⟩
Conference papers 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⟩
Conference papers hal-02384446v1

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⟩
Conference papers hal-02384451v1
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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⟩
Conference papers hal-02386684v1
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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
Conference papers hal-01866680v1

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⟩
Conference papers 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
Conference papers 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
Conference papers hal-02536987v1

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⟩
Conference papers hal-02367562v1
Image document

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
Conference papers 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⟩
Conference papers hal-02384458v1

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⟩
Conference papers hal-02366424v1

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
Conference papers hal-01687903v1

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⟩
Conference papers hal-02384459v1

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⟩
Conference papers hal-02384462v1

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⟩
Conference papers hal-02384463v1

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⟩
Conference papers 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⟩
Conference papers hal-02384460v1

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⟩
Conference papers hal-02384484v1
Image document

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
Conference papers hal-00989026v1
Image document

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⟩
Conference papers 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⟩
Conference papers hal-02384487v1

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⟩
Conference papers 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⟩
Conference papers hal-02384471v1

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⟩
Conference papers hal-02384474v1

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⟩
Conference papers hal-02384539v1
Image document

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
Conference papers hal-00920957v1
Image document

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⟩
Conference papers hal-01206871v1

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⟩
Conference papers 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⟩
Conference papers hal-02384551v1

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⟩
Conference papers hal-02384549v1

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⟩
Conference papers hal-02384526v1
Image document

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
Conference papers hal-00920944v1

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⟩
Conference papers hal-02384561v1

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⟩
Conference papers hal-02384563v1

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⟩
Conference papers hal-02384554v1

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⟩
Conference papers hal-02384562v1
Image document

DIMENSIONALITY BASED SCALE SELECTION IN 3D LIDAR POINT CLOUDS

Jérôme Demantke , Clément Mallet , Nicolas David , Bruno Vallet
Laserscanning, Aug 2011, Calgary, Canada
Conference papers hal-02384758v1
Image document

Building large urban environments from unstructured point data

Florent Lafarge , Clément Mallet
ICCV, Nov 2011, Barcelona, Spain
Conference papers hal-00759269v1

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
Conference papers hal-02384616v1
Image document

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
Conference papers hal-00781804v1

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⟩
Conference papers hal-02384579v1
Image document

A stochastic approach for modelling airborne lidar waveforms

Clément Mallet , Florent Lafarge , Frédéric Bretar , Michel Roux , Uwe Soergel
Laserscanning, Sep 2009, Paris, France
Conference papers hal-02384727v1
Image document

AIRBORNE LIDAR FEATURE SELECTION FOR URBAN CLASSIFICATION USING RANDOM FORESTS

Nesrine Chehata , Li Guo , Clément Mallet
Laserscanning, Sep 2009, Paris, France
Conference papers hal-02384719v1
Image document

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
Conference papers hal-02384705v1
Image document

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
Conference papers hal-02384672v1
Image document

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
Conference papers hal-00278942v1
Image document

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
Conference papers hal-02384636v1
Image document

ANALYSIS OF FULL-WAVEFORM LIDAR DATA FOR CLASSIFICATION OF URBAN AREAS

Clément Mallet , Uwe Soergel , Frédéric Bretar
ISPRS Congress 2008, Jul 2008, Pékin, China
Conference papers hal-02384655v1

Library concept and design for lidar data processing

Nicolas David , Clément Mallet , Frédéric Bretar
GEOBIA, Aug 2008, Calgary, Canada
Conference papers hal-02384648v1
Image document

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
Conference papers lirmm-00293129v1
Image document

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
Conference poster 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⟩
Conference poster hal-01418642v1
Image document

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⟩
Book sections 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⟩
Book sections 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
Book sections 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⟩
Book sections 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⟩
Book sections 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⟩
Book sections hal-02384573v1