Clément Mallet

73 papers A* 3A 1B 4C 21Journal 29Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Deep learning enables urban change profiling through alignment of historical maps. CoRR Sidi Wu, Yizi Chen, Maurizio Gribaudi, Konrad Schindler, Clément Mallet, Julien Perret, Lorenz Hurni
2026	J	`jnl`	The Global-Local loop: what is missing in bridging the gap between geospatial data from numerous communities? CoRR Clément Mallet, Ana-Maria Raimond
2025	A*	`conf`	AnySat: One Earth Observation Model for Many Resolutions, Scales, and Modalities. CVPR Guillaume Astruc, Nicolas Gonthier, Clément Mallet, Loïc Landrieu
2025	—	`conf`	Detecting temporal evolutions in 3D lidar point clouds: an operational approach. JURSE Gaspard Delvolvé, Mattia Bunel, Clément Mallet
2025	J	`jnl`	Foreword to the Special Issue "Exploring the Potential of Urban Remote Sensing". IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Nektarios Chrysoulakis, Giorgos Somarakis, Monika Kuffer, Clément Mallet, Hannes Taubenböck
2025	J	`jnl`	The Change You Want To Detect: Semantic Change Detection In Earth Observation With Hybrid Data Generation. CoRR Yanis Benidir, Nicolas Gonthier, Clément Mallet
2025	A*	`conf`	The Change You Want To Detect: Semantic Change Detection In Earth Observation With Hybrid Data Generationf. CVPR Yanis Benidir, Nicolas Gonthier, Clément Mallet
2024	J	`jnl`	AnySat: An Earth Observation Model for Any Resolutions, Scales, and Modalities. CoRR Guillaume Astruc, Nicolas Gonthier, Clément Mallet, Loïc Landrieu
2024	J	`jnl`	OmniSat: Self-Supervised Modality Fusion for Earth Observation. CoRR Guillaume Astruc, Nicolas Gonthier, Clément Mallet, Loïc Landrieu
2024	—	`conf`	OmniSat: Self-supervised Modality Fusion for Earth Observation. ECCV (28) Guillaume Astruc, Nicolas Gonthier, Clément Mallet, Loïc Landrieu
2023	J	`jnl`	Constrained DTW preserving shapelets for explainable time-series clustering. Pattern Recognit. Hussein El Amouri, Thomas Andrew Lampert, Pierre Gançarski, Clément Mallet
2023	—	`conf`	GeoMultiTaskNet: remote sensing unsupervised domain adaptation using geographical coordinates. CVPR Workshops Valerio Marsocci, Nicolas Gonthier, Anatol Garioud, Simone Scardapane, Clément Mallet
2023	J	`jnl`	GeoMultiTaskNet: remote sensing unsupervised domain adaptation using geographical coordinates. CoRR Valerio Marsocci, Nicolas Gonthier, Anatol Garioud, Simone Scardapane, Clément Mallet
2023	J	`jnl`	Multi-nomenclature, multi-resolution joint translation: an application to land-cover mapping. Int. J. Geogr. Inf. Sci. Luc Baudoux, Jordi Inglada, Clément Mallet
2022	—	`conf`	CDPS: Constrained DTW-Preserving Shapelets. ECML/PKDD (1) Hussein El Amouri, Thomas Andrew Lampert, Pierre Gançarski, Clément Mallet
2022	C	`conf`	Deep-Learning Based Multiple Land-Cover Map Translation. IGARSS Luc Baudoux, Jordi Inglada, Clément Mallet
2022	—	`conf`	Multi-Layer Modeling of Dense Vegetation from Aerial LiDAR Scans. CVPR Workshops Ekaterina Kalinicheva, Loïc Landrieu, Clément Mallet, Nesrine Chehata
2022	J	`jnl`	Multi-Layer Modeling of Dense Vegetation from Aerial LiDAR Scans. CoRR Ekaterina Kalinicheva, Loïc Landrieu, Clément Mallet, Nesrine Chehata
2022	J	`jnl`	Predicting Vegetation Stratum Occupancy from Airborne LiDAR Data with Deep Learning. Int. J. Appl. Earth Obs. Geoinformation Ekaterina Kalinicheva, Loïc Landrieu, Clément Mallet, Nesrine Chehata
2022	J	`jnl`	Predicting Vegetation Stratum Occupancy from Airborne LiDAR Data with Deep Learning. CoRR Ekaterina Kalinicheva, Loïc Landrieu, Clément Mallet, Nesrine Chehata
2021	C	`conf`	Assessing the Interest of a Multi-Modal Gap-Filling Strategy for Monitoring Changes in Grassland Parcels. IGARSS Anatol Garioud, Silvia Valero, Clément Mallet
2021	—	`conf`	Combining Deep Learning and Mathematical Morphology for Historical Map Segmentation. DGMM Yizi Chen, Edwin Carlinet, Joseph Chazalon, Clément Mallet, Bertrand Duménieu, Julien Perret
2021	J	`jnl`	Combining Deep Learning and Mathematical Morphology for Historical Map Segmentation. CoRR Yizi Chen, Edwin Carlinet, Joseph Chazalon, Clément Mallet, Bertrand Duménieu, Julien Perret
2021	C	`conf`	Contextual Land-Cover Map Translation with Semantic Segmentation. IGARSS Luc Baudoux, Jordi Inglada, Clément Mallet
2021	J	`jnl`	Fast estimation for robust supervised classification with mixture models. Pattern Recognit. Lett. Erwan Giry-Fouquet, Mathieu Fauvel, Clément Mallet
2021	—	`conf`	ICDAR 2021 Competition on Historical Map Segmentation. ICDAR (4) Joseph Chazalon, Edwin Carlinet, Yizi Chen, Julien Perret, Bertrand Duménieu, Clément Mallet, Thierry Géraud, Vincent Nguyen, Nam Nguyen, Josef Baloun, Ladislav Lenc, Pavel Král
2021	J	`jnl`	ICDAR 2021 Competition on Historical Map Segmentation. CoRR Joseph Chazalon, Edwin Carlinet, Yizi Chen, Julien Perret, Bertrand Duménieu, Clément Mallet, Thierry Géraud, Vincent Nguyen, Nam Nguyen, Josef Baloun, Ladislav Lenc, Pavel Král
2021	A	`conf`	Introducing the Boundary-Aware loss for deep image segmentation. BMVC Minh On Vu Ngoc, Yizi Chen, Nicolas Boutry, Joseph Chazalon, Edwin Carlinet, Clément Mallet, Thierry Géraud
2021	J	`jnl`	Toward a Yearly Country-Scale CORINE Land-Cover Map without Using Images: A Map Translation Approach. Remote. Sens. Luc Baudoux, Jordi Inglada, Clément Mallet
2021	—	`conf`	Vectorization of Historical Maps Using Deep Edge Filtering and Closed Shape Extraction. ICDAR (4) Yizi Chen, Edwin Carlinet, Joseph Chazalon, Clément Mallet, Bertrand Duménieu, Julien Perret
2021	J	`jnl`	Vegetation Stratum Occupancy Prediction from Airborne LiDAR 3D Point Clouds. CoRR Ekaterina Kalinicheva, Loïc Landrieu, Clément Mallet, Nesrine Chehata
2020	J	`jnl`	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. Sébastien Lefèvre, Thomas Corpetti, Monika Kuffer, Hannes Taubenböck, Clément Mallet
2019	—	`conf`	Challenges in Grassland Mowing Event Detection with Multimodal Sentinel Images. MultiTemp Anatol Garioud, Sébastien Giordano, Silvia Valero, Clément Mallet
2019	C	`conf`	Scalable Evaluation of 3D City Models. IGARSS Oussama Ennafii, Arnaud Le Bris, Florent Lafarge, Clément Mallet
2019	—	`conf`	The necessary yet complex evaluation of 3D city models: a semantic approach. JURSE Oussama Ennafii, Clément Mallet, Arnaud Le Bris, Florent Lafarge
2018	C	`conf`	Domain Adaptation for Large Scale Classification of Very High Resolution Satellite Images with Deep Convolutional Neural Networks. IGARSS Tristan Postadjian, Arnaud Le Bris, Hichem Sahbi, Clément Mallet
2018	C	`conf`	Forest Stand Extraction: Which Optimal Remote Sensing Data Source(S)? IGARSS Clément Dechesne, Clément Mallet, Arnaud Le Bris, Valérie Gouet-Brunet
2018	J	`jnl`	Foreword to the Special Issue on Urban Remote Sensing for Smarter Cities. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Prashanth Reddy Marpu, Devis Tuia, Clément Mallet
2018	C	`conf`	Hyperspectral Imagery for Environmental Urban Planning. IGARSS 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
2018	C	`conf`	Superpixel Partitioning of Very High Resolution Satellite Images for Large-Scale Classification Perspectives with Deep Convolutional Neural Networks. IGARSS Tristan Postadjian, Arnaud Le Bris, Clément Mallet, Hichem Sahbi
2017	J	`jnl`	A Classification-Segmentation Framework for the Detection of Individual Trees in Dense MMS Point Cloud Data Acquired in Urban Areas. Remote. Sens. Martin Weinmann, Michael Weinmann, Clément Mallet, Mathieu Brédif
2017	C	`conf`	Comparison of belief propagation and graph-cut approaches for contextual classification of 3D lidar point cloud data. IGARSS Loïc Landrieu, Clément Mallet, Martin Weinmann
2017	—	`conf`	Fully automatic analysis of archival aerial images current status and challenges. JURSE Sébastien Giordano, Arnaud Le Bris, Clément Mallet
2017	C	`conf`	How to combine lidar and very high resolution multispectral images for forest stand segmentation? IGARSS Clément Dechesne, Clément Mallet, Arnaud Le Bris, Valérie Gouet-Brunet
2016	J	`jnl`	Airborne Lidar Estimation of Aboveground Forest Biomass in the Absence of Field Inventory. Remote. Sens. Antonio Ferraz, Sassan Saatchi, Clément Mallet, Stéphane Jacquemoud, Gil Rito Gonçalves, Carlos Alberto Silva, Paula Soares, Margarida Tomé, Luísa Gomes Pereira
2016	J	`jnl`	Foreword to the Special Issue on "GeoVision: Computer Vision for Geospatial Applications". IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Devis Tuia, Jan Dirk Wegner, Clément Mallet, Michael Ying Yang
2016	J	`jnl`	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. 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
2016	J	`jnl`	Mapping and Characterization of Hydrological Dynamics in a Coastal Marsh Using High Temporal Resolution Sentinel-1A Images. Remote. Sens. Cécile Cazals, Sébastien Rapinel, Pierre-Louis Frison, Anne Bonis, Grégoire Mercier, Clément Mallet, Samuel Corgne, Jean-Paul Rudant
2015	J	`jnl`	Canopy Density Model: A New ALS-Derived Product to Generate Multilayer Crown Cover Maps. IEEE Trans. Geosci. Remote. Sens. Antonio Ferraz, Clément Mallet, Stephane Jacquemoud, Gil Rito Gonçalves, Margarida Tomé, Paula Soares, Luísa Gomes Pereira, Frédéric Bretar
2015	J	`jnl`	Distinctive 2D and 3D features for automated large-scale scene analysis in urban areas. Comput. Graph. Martin Weinmann, Steffen Urban, Stefan Hinz, Boris Jutzi, Clément Mallet
2015	C	`conf`	Fusion of LiDAR and radar data for land-cover mapping in natural environments. IGARSS Clara Barbanson, Clément Mallet, Adrien Gressin, Pierre-Louis Frison, Jean-Paul Rudant
2015	C	`conf`	Multi-temporal optical VHR image fusion for Land-Cover mapping. IGARSS Mathias Paget, Adrien Gressin, Clément Mallet
2015	C	`conf`	UN-sensored very high resolution Land-Cover mapping. IGARSS Adrien Gressin, Clément Mallet, Mathias Paget, Clara Barbanson, Pierre-Louis Frison, Jean-Paul Rudant, Nicolas Paparoditis, Nicole Vincent
2014	J	`jnl`	6th ACM SIGSPATIAL International Workshop on Computational Transportation Science. ACM SIGSPATIAL Special Monika Sester, Clément Mallet, John Krumm, Johannes Lauer
2014	B	`conf`	A unified framework for land-cover database update and enrichment using satellite imagery. ICIP Adrien Gressin, Nicole Vincent, Clément Mallet, Nicolas Paparoditis
2014	C	`conf`	Combining top-down and bottom-up approaches for building detection in a single very high resolution satellite image. IGARSS Mahmoud Mohammed Sidi Youssef, Clément Mallet, Nesrine Chehata, Arnaud Le Bris, Adrien Gressin
2014	—	`conf`	Extension de l'étiquetage géographique des pixels d'une image par fouille de données. EGC Adrien Gressin, Nicole Vincent, Clément Mallet, Nicolas Paparoditis
2014	C	`conf`	Individual tree segmentation over large areas using airborne LiDAR point cloud and very high resolution optical imagery. IGARSS Yuchu Qin, Antonio Ferraz, Clément Mallet, Corina Iovan
2014	C	`conf`	Large scale road network extraction in forested moutainous areas using airborne laser scanning data. IGARSS Antonio Ferraz, Clément Mallet, Nesrine Chehata
2014	C	`conf`	Updating the new French national land cover database. IGARSS Adrien Gressin, Clément Mallet, Nicole Vincent, Nicolas Paparoditis
2013	—	`ed.`	CTS 2013, 6th ACM SIGSPATIAL International Workshop on Computational Transportation Science, November 5, 2013, Orlando, FL, USA CTS@SIGSPATIAL Monika Sester, Clément Mallet, John Krumm
2013	C	`conf`	Large-scalewater classification of coastal areas using airborne topographic lidar data. IGARSS Julien Smeeckaert, Clément Mallet, Nicolas David, Nesrine Chehata, Antonio Ferraz
2013	B	`conf`	Semantic Approach in Image Change Detection. ACIVS Adrien Gressin, Nicole Vincent, Clément Mallet, Nicolas Paparoditis
2013	C	`conf`	Single strata canopy cover estimation using airborne laser scanning data. IGARSS Antonio Ferraz, Clément Mallet, Gil Rito Gonçalves, Margarida Tomé, Paula Soares, Luísa Gomes Pereira, Stephane Jacquemoud
2012	C	`conf`	Comparing small-footprint lidar and forest inventory data for single strata biomass estimation - A case study over a multi-layered mediterranean forest. IGARSS Antonio Ferraz, Gil Rito Gonçalves, Paula Soares, Margarida Tomé, Clément Mallet, Stephane Jacquemoud, Frédéric Bretar, Luísa Gomes Pereira
2012	J	`jnl`	Creating Large-Scale City Models from 3D-Point Clouds: A Robust Approach with Hybrid Representation. Int. J. Comput. Vis. Florent Lafarge, Clément Mallet
2011	A*	`conf`	Building large urban environments from unstructured point data. ICCV Florent Lafarge, Clément Mallet
2011	—	`conf`	Conditional Random Fields for Urban Scene Classification with Full Waveform LiDAR Data. PIA Joachim Niemeyer, Jan Dirk Wegner, Clément Mallet, Franz Rottensteiner, Uwe Soergel
2010	J	`jnl`	A Marked Point Process for Modeling Lidar Waveforms. IEEE Trans. Image Process. Clément Mallet, Florent Lafarge, Michel Roux, Uwe Soergel, Frédéric Bretar, Christian Heipke
2010	—	`—`	Analyse des données lidar aéroportées à Retour d'Onde Complète pour la cartographie des milieux urbains. (Analysis of Full-Waveform lidar data for urban area mapping). Clément Mallet
2009	B	`conf`	Contribution of airborne full-waveform lidar and image data for urban scene classification. ICIP Nesrine Chehata, Li Guo, Clément Mallet
2009	B	`conf`	Lidar waveform modeling using a marked point process. ICIP Clément Mallet, Florent Lafarge, Frédéric Bretar, Uwe Soergel, Christian Heipke
2003	C	`conf`	Effect of microphysical characteristics of rain on frequency scaling in microwave band. IGARSS O. Brisseau, Laurent Barthes, Clément Mallet, Thierry Marsault