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2020 – today
- 2024
[i7]Guillaume Astruc, Nicolas Gonthier, Clément Mallet, Loïc Landrieu:
OmniSat: Self-Supervised Modality Fusion for Earth Observation. CoRR abs/2404.08351 (2024)- 2023
- [j17]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): 403-437 (2023) - [j16]Hussein El Amouri, Thomas Andrew Lampert, Pierre Gançarski, Clément Mallet:
Constrained DTW preserving shapelets for explainable time-series clustering. Pattern Recognit. 143: 109804 (2023) - [c38]Valerio Marsocci, Nicolas Gonthier, Anatol Garioud, Simone Scardapane, Clément Mallet:
GeoMultiTaskNet: remote sensing unsupervised domain adaptation using geographical coordinates. CVPR Workshops 2023: 2075-2085 - [i6]Valerio Marsocci, Nicolas Gonthier, Anatol Garioud, Simone Scardapane, Clément Mallet:
GeoMultiTaskNet: remote sensing unsupervised domain adaptation using geographical coordinates. CoRR abs/2304.07750 (2023) - 2022
- [j15]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: 102863 (2022) - [c37]Ekaterina Kalinicheva, Loïc Landrieu, Clément Mallet, Nesrine Chehata:
Multi-Layer Modeling of Dense Vegetation from Aerial LiDAR Scans. CVPR Workshops 2022: 1341-1350 - [c36]Luc Baudoux, Jordi Inglada, Clément Mallet:
Deep-Learning Based Multiple Land-Cover Map Translation. IGARSS 2022: 1260-1263 - [c35]Hussein El Amouri, Thomas Andrew Lampert, Pierre Gançarski, Clément Mallet:
CDPS: Constrained DTW-Preserving Shapelets. ECML/PKDD (1) 2022: 21-37 - [i5]Ekaterina Kalinicheva, Loïc Landrieu, Clément Mallet, Nesrine Chehata:
Predicting Vegetation Stratum Occupancy from Airborne LiDAR Data with Deep Learning. CoRR abs/2201.08051 (2022) - [i4]Ekaterina Kalinicheva, Loïc Landrieu, Clément Mallet, Nesrine Chehata:
Multi-Layer Modeling of Dense Vegetation from Aerial LiDAR Scans. CoRR abs/2204.11620 (2022) - 2021
- [j14]Erwan Giry-Fouquet, Mathieu Fauvel, Clément Mallet:
Fast estimation for robust supervised classification with mixture models. Pattern Recognit. Lett. 152: 320-326 (2021) - [j13]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): 1060 (2021) - [c34]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: 215 - [c33]Yizi Chen, Edwin Carlinet, Joseph Chazalon, Clément Mallet, Bertrand Duménieu, Julien Perret:
Combining Deep Learning and Mathematical Morphology for Historical Map Segmentation. DGMM 2021: 79-92 - [c32]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: 510-525 - [c31]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: 693-707 - [c30]Luc Baudoux, Jordi Inglada, Clément Mallet:
Contextual Land-Cover Map Translation with Semantic Segmentation. IGARSS 2021: 2488-2491 - [c29]Anatol Garioud, Silvia Valero, Clément Mallet:
Assessing the Interest of a Multi-Modal Gap-Filling Strategy for Monitoring Changes in Grassland Parcels. IGARSS 2021: 3105-3108 - [i3]Yizi Chen, Edwin Carlinet, Joseph Chazalon, Clément Mallet, Bertrand Duménieu, Julien Perret:
Combining Deep Learning and Mathematical Morphology for Historical Map Segmentation. CoRR abs/2101.02144 (2021) - [i2]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 abs/2105.13265 (2021) - [i1]Ekaterina Kalinicheva, Loïc Landrieu, Clément Mallet, Nesrine Chehata:
Vegetation Stratum Occupancy Prediction from Airborne LiDAR 3D Point Clouds. CoRR abs/2112.13583 (2021) - 2020
- [j12]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: 6533-6536 (2020)
2010 – 2019
- 2019
- [c28]Oussama Ennafii, Arnaud Le Bris, Florent Lafarge, Clément Mallet:
Scalable Evaluation of 3D City Models. IGARSS 2019: 3400-3403 - [c27]Oussama Ennafii, Clément Mallet, Arnaud Le Bris, Florent Lafarge:
The necessary yet complex evaluation of 3D city models: a semantic approach. JURSE 2019: 1-4 - [c26]Anatol Garioud, Sébastien Giordano, Silvia Valero, Clément Mallet:
Challenges in Grassland Mowing Event Detection with Multimodal Sentinel Images. MultiTemp 2019: 1-4 - 2018
- [j11]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): 2575-2577 (2018) - [c25]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: 1328-1331 - [c24]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: 1628-1631 - [c23]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: 3623-3626 - [c22]Clément Dechesne, Clément Mallet, Arnaud Le Bris, Valérie Gouet-Brunet:
Forest Stand Extraction: Which Optimal Remote Sensing Data Source(S)? IGARSS 2018: 7279-7282 - 2017
- [j10]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): 277 (2017) - [c21]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: 2768-2771 - [c20]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: 2772-2775 - [c19]Sébastien Giordano, Arnaud Le Bris, Clément Mallet:
Fully automatic analysis of archival aerial images current status and challenges. JURSE 2017: 1-4 - 2016
- [j9]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): 570 (2016) - [j8]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): 653 (2016) - [j7]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): 2840-2843 (2016) - [j6]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): 5011-5027 (2016) - 2015
- [j5]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: 47-57 (2015) - [j4]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): 6776-6790 (2015) - [c18]Mathias Paget, Adrien Gressin, Clément Mallet:
Multi-temporal optical VHR image fusion for Land-Cover mapping. IGARSS 2015: 1913-1916 - [c17]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: 2939-2942 - [c16]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: 3715-3718 - 2014
- [j3]Monika Sester, Clément Mallet, John Krumm, Johannes Lauer:
6th ACM SIGSPATIAL International Workshop on Computational Transportation Science. ACM SIGSPATIAL Special 6(1): 7-10 (2014) - [c15]Adrien Gressin, Nicole Vincent, Clément Mallet, Nicolas Paparoditis:
Extension de l'étiquetage géographique des pixels d'une image par fouille de données. EGC 2014: 509-512 - [c14]Adrien Gressin, Nicole Vincent, Clément Mallet, Nicolas Paparoditis:
A unified framework for land-cover database update and enrichment using satellite imagery. ICIP 2014: 5057-5061 - [c13]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: 800-803 - [c12]Adrien Gressin, Clément Mallet, Nicole Vincent, Nicolas Paparoditis:
Updating the new French national land cover database. IGARSS 2014: 3534-3537 - [c11]Antonio Ferraz, Clément Mallet, Nesrine Chehata:
Large scale road network extraction in forested moutainous areas using airborne laser scanning data. IGARSS 2014: 4315-4318 - [c10]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: 4820-4823 - 2013
- [c9]Adrien Gressin, Nicole Vincent, Clément Mallet, Nicolas Paparoditis:
Semantic Approach in Image Change Detection. ACIVS 2013: 450-459 - [c8]Julien Smeeckaert, Clément Mallet, Nicolas David, Nesrine Chehata, Antonio Ferraz:
Large-scalewater classification of coastal areas using airborne topographic lidar data. IGARSS 2013: 61-64 - [c7]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: 184-187 - [e1]Monika Sester, Clément Mallet, John Krumm:
CTS 2013, 6th ACM SIGSPATIAL International Workshop on Computational Transportation Science, November 5, 2013, Orlando, FL, USA. ACM 2013, ISBN 978-1-4503-2527-1 [contents] - 2012
- [j2]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): 69-85 (2012) - [c6]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: 6384-6387 - 2011
- [c5]Florent Lafarge, Clément Mallet:
Building large urban environments from unstructured point data. ICCV 2011: 1068-1075 - [c4]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: 233-244 - 2010
- [b1]Clément Mallet:
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). Télécom ParisTech, France, 2010 - [j1]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): 3204-3221 (2010)
2000 – 2009
- 2009
- [c3]Nesrine Chehata, Li Guo, Clément Mallet:
Contribution of airborne full-waveform lidar and image data for urban scene classification. ICIP 2009: 1669-1672 - [c2]Clément Mallet, Florent Lafarge, Frédéric Bretar, Uwe Soergel, Christian Heipke:
Lidar waveform modeling using a marked point process. ICIP 2009: 1713-1716 - 2003
- [c1]O. Brisseau, Laurent Barthes, Clément Mallet, Thierry Marsault:
Effect of microphysical characteristics of rain on frequency scaling in microwave band. IGARSS 2003: 4121-4125
Coauthor Index
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