Clément Mallet

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 39

Top Venues

IGARSS

CoRR

Remote. Sens.

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Télécom ParisTech, France (PHD)

Education History

Télécom ParisTech, France

PHD

Publications

Guillaume Astruc, Nicolas Gonthier, Clément Mallet, Loïc Landrieu
OmniSat: Self-Supervised Modality Fusion for Earth Observation. CoRR (2024)
Hussein El Amouri, Thomas Andrew Lampert, Pierre Gançarski, Clément Mallet
Constrained DTW preserving shapelets for explainable time-series clustering. Pattern Recognit. 143 (2023)
Valerio Marsocci, Nicolas Gonthier, Anatol Garioud, Simone Scardapane, Clément Mallet
GeoMultiTaskNet: remote sensing unsupervised domain adaptation using geographical coordinates. CVPR Workshops (2023)
Luc Baudoux, Jordi Inglada, Clément Mallet
Multi-nomenclature, multi-resolution joint translation: an application to land-cover mapping. Int. J. Geogr. Inf. Sci. 37 (2) (2023)
Valerio Marsocci, Nicolas Gonthier, Anatol Garioud, Simone Scardapane, Clément Mallet
GeoMultiTaskNet: remote sensing unsupervised domain adaptation using geographical coordinates. CoRR (2023)
Hussein El Amouri, Thomas Andrew Lampert, Pierre Gançarski, Clément Mallet
CDPS: Constrained DTW-Preserving Shapelets. ECML/PKDD (1) (2022)
Ekaterina Kalinicheva, Loïc Landrieu, Clément Mallet, Nesrine Chehata
Predicting Vegetation Stratum Occupancy from Airborne LiDAR Data with Deep Learning. CoRR (2022)
Ekaterina Kalinicheva, Loïc Landrieu, Clément Mallet, Nesrine Chehata
Predicting Vegetation Stratum Occupancy from Airborne LiDAR Data with Deep Learning. Int. J. Appl. Earth Obs. Geoinformation 112 (2022)
Luc Baudoux, Jordi Inglada, Clément Mallet
Deep-Learning Based Multiple Land-Cover Map Translation. IGARSS (2022)
Ekaterina Kalinicheva, Loïc Landrieu, Clément Mallet, Nesrine Chehata
Multi-Layer Modeling of Dense Vegetation from Aerial LiDAR Scans. CoRR (2022)
Ekaterina Kalinicheva, Loïc Landrieu, Clément Mallet, Nesrine Chehata
Multi-Layer Modeling of Dense Vegetation from Aerial LiDAR Scans. CVPR Workshops (2022)
Luc Baudoux, Jordi Inglada, Clément Mallet
Toward a Yearly Country-Scale CORINE Land-Cover Map without Using Images: A Map Translation Approach. Remote. Sens. 13 (6) (2021)
Anatol Garioud, Silvia Valero, Clément Mallet
Assessing the Interest of a Multi-Modal Gap-Filling Strategy for Monitoring Changes in Grassland Parcels. IGARSS (2021)
Joseph Chazalon, Edwin Carlinet, Yizi Chen, Julien Perret, Bertrand Duménieu, Clément Mallet, Thierry Géraud, Vincent Nguyen, Nam Nguyen, Josef Baloun, Ladislav Lenc, Pavel Král
ICDAR 2021 Competition on Historical Map Segmentation. CoRR (2021)
Joseph Chazalon, Edwin Carlinet, Yizi Chen, Julien Perret, Bertrand Duménieu, Clément Mallet, Thierry Géraud, Vincent Nguyen, Nam Nguyen, Josef Baloun, Ladislav Lenc, Pavel Král
ICDAR 2021 Competition on Historical Map Segmentation. ICDAR (4) (2021)
Yizi Chen, Edwin Carlinet, Joseph Chazalon, Clément Mallet, Bertrand Duménieu, Julien Perret
Combining Deep Learning and Mathematical Morphology for Historical Map Segmentation. DGMM (2021)
Minh On Vu Ngoc, Yizi Chen, Nicolas Boutry, Joseph Chazalon, Edwin Carlinet, Clément Mallet, Thierry Géraud
Introducing the Boundary-Aware loss for deep image segmentation. BMVC (2021)
Erwan Giry-Fouquet, Mathieu Fauvel, Clément Mallet
Fast estimation for robust supervised classification with mixture models. Pattern Recognit. Lett. 152 (2021)
Yizi Chen, Edwin Carlinet, Joseph Chazalon, Clément Mallet, Bertrand Duménieu, Julien Perret
Vectorization of Historical Maps Using Deep Edge Filtering and Closed Shape Extraction. ICDAR (4) (2021)
Ekaterina Kalinicheva, Loïc Landrieu, Clément Mallet, Nesrine Chehata
Vegetation Stratum Occupancy Prediction from Airborne LiDAR 3D Point Clouds. CoRR (2021)
Yizi Chen, Edwin Carlinet, Joseph Chazalon, Clément Mallet, Bertrand Duménieu, Julien Perret
Combining Deep Learning and Mathematical Morphology for Historical Map Segmentation. CoRR (2021)
Luc Baudoux, Jordi Inglada, Clément Mallet
Contextual Land-Cover Map Translation with Semantic Segmentation. IGARSS (2021)
Sébastien Lefèvre, Thomas Corpetti, Monika Kuffer, Hannes Taubenböck, Clément Mallet
Foreword to the Special Issue on Paving the Way for the Future of Urban Remote Sensing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Anatol Garioud, Sébastien Giordano, Silvia Valero, Clément Mallet
Challenges in Grassland Mowing Event Detection with Multimodal Sentinel Images. MultiTemp (2019)
Oussama Ennafii, Clément Mallet, Arnaud Le Bris, Florent Lafarge
The necessary yet complex evaluation of 3D city models: a semantic approach. JURSE (2019)
Oussama Ennafii, Arnaud Le Bris, Florent Lafarge, Clément Mallet
Scalable Evaluation of 3D City Models. IGARSS (2019)
Clément Dechesne, Clément Mallet, Arnaud Le Bris, Valérie Gouet-Brunet
Forest Stand Extraction: Which Optimal Remote Sensing Data Source(S)? IGARSS (2018)
Tristan Postadjian, Arnaud Le Bris, Hichem Sahbi, Clément Mallet
Domain Adaptation for Large Scale Classification of Very High Resolution Satellite Images with Deep Convolutional Neural Networks. IGARSS (2018)
Cody Weber, Rahim Aguejdad, Xavier Briottet, J. Avala, Sophie Fabre, Jean Demuynck, Emmanuel Zenou, Yannick Deville, Moussa Sofiane Karoui, Fatima Zohra Benhalouche, Sébastien Gadal, Walid Ouerghemmi, Clément Mallet, Arnaud Le Bris, Nesrine Chehata
Hyperspectral Imagery for Environmental Urban Planning. IGARSS (2018)
Tristan Postadjian, Arnaud Le Bris, Clément Mallet, Hichem Sahbi
Superpixel Partitioning of Very High Resolution Satellite Images for Large-Scale Classification Perspectives with Deep Convolutional Neural Networks. IGARSS (2018)
Prashanth Reddy Marpu, Devis Tuia, Clément Mallet
Foreword to the Special Issue on Urban Remote Sensing for Smarter Cities. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (8) (2018)
Sébastien Giordano, Arnaud Le Bris, Clément Mallet
Fully automatic analysis of archival aerial images current status and challenges. JURSE (2017)
Clément Dechesne, Clément Mallet, Arnaud Le Bris, Valérie Gouet-Brunet
How to combine lidar and very high resolution multispectral images for forest stand segmentation? IGARSS (2017)
Martin Weinmann, Michael Weinmann, Clément Mallet, Mathieu Brédif
A Classification-Segmentation Framework for the Detection of Individual Trees in Dense MMS Point Cloud Data Acquired in Urban Areas. Remote. Sens. 9 (3) (2017)
Loïc Landrieu, Clément Mallet, Martin Weinmann
Comparison of belief propagation and graph-cut approaches for contextual classification of 3D lidar point cloud data. IGARSS (2017)
Antonio Ferraz, Sassan Saatchi, Clément Mallet, Stéphane Jacquemoud, Gil Rito Gonçalves, Carlos Alberto Silva, Paula Soares, Margarida Tomé, Luísa Gomes Pereira
Airborne Lidar Estimation of Aboveground Forest Biomass in the Absence of Field Inventory. Remote. Sens. 8 (8) (2016)
Devis Tuia, Jan Dirk Wegner, Clément Mallet, Michael Ying Yang
Foreword to the Special Issue on "GeoVision: Computer Vision for Geospatial Applications". IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (7) (2016)
Cécile Cazals, Sébastien Rapinel, Pierre-Louis Frison, Anne Bonis, Grégoire Mercier, Clément Mallet, Samuel Corgne, Jean-Paul Rudant
Mapping and Characterization of Hydrological Dynamics in a Coastal Marsh Using High Temporal Resolution Sentinel-1A Images. Remote. Sens. 8 (7) (2016)
Yunsheng Wang, Juha Hyyppä, Xinlian Liang, Harri Kaartinen, Xiaowei Yu, Eva Lindberg, Johan Holmgren, Yuchu Qin, Clément Mallet, Antonio Ferraz, Hossein Torabzadeh, Felix Morsdorf, Lingli Zhu, Jingbin Liu, Petteri Alho
International Benchmarking of the Individual Tree Detection Methods for Modeling 3-D Canopy Structure for Silviculture and Forest Ecology Using Airborne Laser Scanning. IEEE Trans. Geosci. Remote. Sens. 54 (9) (2016)
Martin Weinmann, Steffen Urban, Stefan Hinz, Boris Jutzi, Clément Mallet
Distinctive 2D and 3D features for automated large-scale scene analysis in urban areas. Comput. Graph. 49 (2015)
Mathias Paget, Adrien Gressin, Clément Mallet
Multi-temporal optical VHR image fusion for Land-Cover mapping. IGARSS (2015)
Antonio Ferraz, Clément Mallet, Stephane Jacquemoud, Gil Rito Gonçalves, Margarida Tomé, Paula Soares, Luísa Gomes Pereira, Frédéric Bretar
Canopy Density Model: A New ALS-Derived Product to Generate Multilayer Crown Cover Maps. IEEE Trans. Geosci. Remote. Sens. 53 (12) (2015)
Clara Barbanson, Clément Mallet, Adrien Gressin, Pierre-Louis Frison, Jean-Paul Rudant
Fusion of LiDAR and radar data for land-cover mapping in natural environments. IGARSS (2015)
Adrien Gressin, Clément Mallet, Mathias Paget, Clara Barbanson, Pierre-Louis Frison, Jean-Paul Rudant, Nicolas Paparoditis, Nicole Vincent
UN-sensored very high resolution Land-Cover mapping. IGARSS (2015)
Monika Sester, Clément Mallet, John Krumm, Johannes Lauer
6th ACM SIGSPATIAL International Workshop on Computational Transportation Science. ACM SIGSPATIAL Special 6 (1) (2014)
Adrien Gressin, Nicole Vincent, Clément Mallet, Nicolas Paparoditis
Extension de l'étiquetage géographique des pixels d'une image par fouille de données. EGC (2014)
Adrien Gressin, Clément Mallet, Nicole Vincent, Nicolas Paparoditis
Updating the new French national land cover database. IGARSS (2014)
Antonio Ferraz, Clément Mallet, Nesrine Chehata
Large scale road network extraction in forested moutainous areas using airborne laser scanning data. IGARSS (2014)
Adrien Gressin, Nicole Vincent, Clément Mallet, Nicolas Paparoditis
A unified framework for land-cover database update and enrichment using satellite imagery. ICIP (2014)
Mahmoud Mohammed Sidi Youssef, Clément Mallet, Nesrine Chehata, Arnaud Le Bris, Adrien Gressin
Combining top-down and bottom-up approaches for building detection in a single very high resolution satellite image. IGARSS (2014)
Yuchu Qin, Antonio Ferraz, Clément Mallet, Corina Iovan
Individual tree segmentation over large areas using airborne LiDAR point cloud and very high resolution optical imagery. IGARSS (2014)
Adrien Gressin, Nicole Vincent, Clément Mallet, Nicolas Paparoditis
Semantic Approach in Image Change Detection. ACIVS (2013)
Julien Smeeckaert, Clément Mallet, Nicolas David, Nesrine Chehata, Antonio Ferraz
Large-scalewater classification of coastal areas using airborne topographic lidar data. IGARSS (2013)
Antonio Ferraz, Clément Mallet, Gil Rito Gonçalves, Margarida Tomé, Paula Soares, Luísa Gomes Pereira, Stephane Jacquemoud
Single strata canopy cover estimation using airborne laser scanning data. IGARSS (2013)
Antonio Ferraz, Gil Rito Gonçalves, Paula Soares, Margarida Tomé, Clément Mallet, Stephane Jacquemoud, Frédéric Bretar, Luísa Gomes Pereira
Comparing small-footprint lidar and forest inventory data for single strata biomass estimation - A case study over a multi-layered mediterranean forest. IGARSS (2012)
Florent Lafarge, Clément Mallet
Creating Large-Scale City Models from 3D-Point Clouds: A Robust Approach with Hybrid Representation. Int. J. Comput. Vis. 99 (1) (2012)
Joachim Niemeyer, Jan Dirk Wegner, Clément Mallet, Franz Rottensteiner, Uwe Soergel
Conditional Random Fields for Urban Scene Classification with Full Waveform LiDAR Data. PIA (2011)
Florent Lafarge, Clément Mallet
Building large urban environments from unstructured point data. ICCV (2011)
Clément Mallet, Florent Lafarge, Michel Roux, Uwe Soergel, Frédéric Bretar, Christian Heipke
A Marked Point Process for Modeling Lidar Waveforms. IEEE Trans. Image Process. 19 (12) (2010)
Clément Mallet, Florent Lafarge, Frédéric Bretar, Uwe Soergel, Christian Heipke
Lidar waveform modeling using a marked point process. ICIP (2009)
Nesrine Chehata, Li Guo, Clément Mallet
Contribution of airborne full-waveform lidar and image data for urban scene classification. ICIP (2009)
O. Brisseau, Laurent Barthes, Clément Mallet, Thierry Marsault
Effect of microphysical characteristics of rain on frequency scaling in microwave band. IGARSS (2003)

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Publication Activity (10 Years)

Top Topics

Top Venues

Clément Mallet