Clément Mallet

发表

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

Jan Dirk Wegner, Michael Ying Yang, Devis Tuia, 2016, IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens..

Decision Fusion of Remote-Sensing Data for Land Cover Classification

Walid Ouerghemmi, Clément Mallet, Arnaud Le Bris, 2019, Multimodal Scene Understanding.

IMPROVING 3D LIDAR POINT CLOUD REGISTRATION USING OPTIMAL NEIGHBORHOOD KNOWLEDGE

Nicolas David, Clément Mallet, Adrien Gressin, 2012 .

Single strata canopy cover estimation using airborne laser scanning data

Stéphane Jacquemoud, Clément Mallet, Antonio Ferraz, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

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

Michael Weinmann, Martin Weinmann, Clément Mallet, 2017, Remote. Sens..

Semantic evaluation of 3D city models

Florent Lafarge, Clément Mallet, Oussama Ennafii, 2018 .

Contribution of airborne full-waveform lidar and image data for urban scene classification

Li Guo, Clément Mallet, Nesrine Chehata, 2009, 2009 16th IEEE International Conference on Image Processing (ICIP).

Updating the new French national land cover database

Nicole Vincent, Nicolas Paparoditis, Clément Mallet, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

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

Nicolas David, Clément Mallet, Adrien Gressin, 2013 .

Quality evaluation of 3D city building Models with automatic error diagnosis

Florence Tupin, Clément Mallet, Julien Tierny, 2013 .

Extension de l'étiquetage géographique des pixels d'une image par fouille de données

Nicole Vincent, Nicolas Paparoditis, Clément Mallet, 2014, EGC.

Feature relevance assessment for the semantic interpretation of 3D point cloud data

Boris Jutzi, Martin Weinmann, Clément Mallet, 2013 .

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

Hannes Taubenböck, Monika Kuffer, Clément Mallet, 2020, IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens..

Describing Paris: Automated 3D Scene Analysis via Distinctive Low-Level Geometric Features

Boris Jutzi, Martin Weinmann, Clément Mallet, 2014 .

Comparing small-footprint lidar and forest inventory data for single strata biomass estimation - A case study over a multi-layered mediterranean forest

Frédéric Bretar, Stéphane Jacquemoud, Clément Mallet, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

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, 2010 .

Efficient interpretation of 3D point clouds by assessing feature relevance

Stefan Hinz, Boris Jutzi, Martin Weinmann, 2015 .

Building large urban environments from unstructured point data

Florent Lafarge, Clément Mallet, 2011, 2011 International Conference on Computer Vision.

Semantic Approach in Image Change Detection

Nicole Vincent, Nicolas Paparoditis, Clément Mallet, 2013, ACIVS.

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

Frédéric Bretar, Stéphane Jacquemoud, Clément Mallet, 2015, IEEE Transactions on Geoscience and Remote Sensing.

Large scale road network extraction in forested moutainous areas using airborne laser scanning data

Clément Mallet, Nesrine Chehata, Antonio Ferraz, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

TRAJECTORY-BASED REGISTRATION OF 3D LIDAR POINT CLOUDS ACQUIRED WITH A MOBILE MAPPING SYSTEM

Clément Mallet, Adrien Gressin, Bertrand Cannelle, 2012 .

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

Nicolas David, Clément Mallet, Nesrine Chehata, 2013 .

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

Uwe Soergel, Christian Heipke, Frédéric Bretar, 2011 .

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

Clément Mallet, Arnaud Le Bris, Valérie Gouet-Brunet, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

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

Devis Tuia, Prashanth Reddy Marpu, Clément Mallet, 2018, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Hyperspectral Imagery for Environmental Urban Planning

Walid Ouerghemmi, Yannick Deville, Moussa Sofiane Karoui, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Conditional random fields for the classification of lidar point clouds

Franz Rottensteiner, Uwe Sörgel, Clément Mallet, 2012 .

Creating Large-Scale City Models from 3D-Point Clouds: A Robust Approach with Hybrid Representation

Florent Lafarge, Clément Mallet, C. Mallet, 2012, International Journal of Computer Vision.

Comparison of belief propagation and graph-cut approaches for contextual classification of 3D lidar point cloud data

Martin Weinmann, Clément Mallet, Loïc Landrieu, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

INVESTIGATING THE POTENTIAL OF DEEP NEURAL NETWORKS FOR LARGE-SCALE CLASSIFICATION OF VERY HIGH RESOLUTION SATELLITE IMAGES

Clément Mallet, T. Postadjian, H. Sahbi, 2017 .

Multi-temporal optical VHR image fusion for Land-Cover mapping

Clément Mallet, Adrien Gressin, Mathias Paget, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Large-scalewater classification of coastal areas using airborne topographic lidar data

Nicolas David, Clément Mallet, Nesrine Chehata, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

SEMCITY TOULOUSE: A BENCHMARK FOR BUILDING INSTANCE SEGMENTATION IN SATELLITE IMAGES

Ribana Roscher, Michele Volpi, Jan Dirk Wegner, 2020 .

Lidar waveform modeling using a marked point process

Uwe Soergel, Florent Lafarge, Christian Heipke, 2009, 2009 16th IEEE International Conference on Image Processing (ICIP).

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

Samuel Corgne, Jean-Paul Rudant, Grégoire Mercier, 2016, Remote. Sens..

Fusion of LiDAR and radar data for land-cover mapping in natural environments

Jean-Paul Rudant, Clément Mallet, Adrien Gressin, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

6th ACM SIGSPATIAL International Workshop on Computational Transportation Science

Monika Sester, John Krumm, Clément Mallet, 2014, SIGSPACIAL.

Detecting blind building façades from highly overlapping wide angle aerial imagery

Bruno Vallet, Nicolas Paparoditis, Clément Mallet, 2014 .

BUILDING EDGE DETECTION USING SMALL-FOOTPRINT AIRBORNE FULL-WAVEFORM LIDAR DATA

Nicolas David, Clément Mallet, J.-C. Michelin, 2012 .

Combining Deep Learning and Mathematical Morphology for Historical Map Segmentation pdf

Julien Perret, Joseph Chazalon, Clément Mallet, 2021, ArXiv.

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

Sassan Saatchi, Stéphane Jacquemoud, Clément Mallet, 2016, Remote. Sens..

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

Frédéric Bretar, Clément Mallet, C. Mallet, 2009 .

CONTEXTUAL CLASSIFICATION OF POINT CLOUD DATA BY EXPLOITING INDIVIDUAL 3D NEIGBOURHOODS

Stefan Hinz, Boris Jutzi, Alena Schmidt, 2015 .

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

Juha Hyyppä, Jingbin Liu, Xiaowei Yu, 2016, IEEE Transactions on Geoscience and Remote Sensing.

SEMANTIC SEGMENTATION OF FOREST STANDS OF PURE SPECIES AS A GLOBAL OPTIMIZATION PROBLEM

Clément Mallet, Valerie Gouet-Brunet, A. Le Bris, 2017 .

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

Clément Mallet, Silvia Valero, Sebastien Giordano, 2020 .

FUSION OF HYPERSPECTRAL AND VHR MULTISPECTRAL IMAGE CLASSIFICATIONS IN URBAN α–AREAS

Clément Mallet, Arnaud Le Bris, Alexandre Hervieu, 2016 .

Forest Stand Extraction: Which Optimal Remote Sensing Data Source(S)?

Clément Mallet, Arnaud Le Bris, Valérie Gouet-Brunet, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Foreword to the theme issue on geospatial computer vision

Jan Dirk Wegner, Devis Tuia, Clément Mallet, 2018 .

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

Steffen Urban, Boris Jutzi, Martin Weinmann, 2015, Comput. Graph..

Updating land cover databases using a single very high resolution satellite image

Nicole Vincent, Nicolas Paparoditis, Clément Mallet, 2013 .

UN-sensored very high resolution Land-Cover mapping

Nicole Vincent, Nicolas Paparoditis, Jean-Paul Rudant, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Challenges in Grassland Mowing Event Detection with Multimodal Sentinel Images

Silvia Valero, Clément Mallet, Sébastien Giordano, 2019, 2019 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images (MultiTemp).

Some applications to image processing: pattern recognition

Florent Lafarge, Clément Mallet, 2011 .

Semantic 3D scene interpretation: A framework combining optimal neighborhood size selection with relevant features

Boris Jutzi, Martin Weinmann, Clément Mallet, 2014 .

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

Uwe Soergel, Frédéric Bretar, Clément Mallet, 2008 .

Fully automatic analysis of archival aerial images current status and challenges

Clément Mallet, Arnaud Le Bris, Sébastien Giordano, 2017, 2017 Joint Urban Remote Sensing Event (JURSE).

Individual tree segmentation over large areas using airborne LiDAR point cloud and very high resolution optical imagery

Clément Mallet, Yuchu Qin, Antonio Ferraz, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

A Marked Point Process for Modeling Lidar Waveforms

Uwe Soergel, Florent Lafarge, Christian Heipke, 2010, IEEE Transactions on Image Processing.

A unified framework for land-cover database update and enrichment using satellite imagery

Nicole Vincent, Nicolas Paparoditis, Clément Mallet, 2014, 2014 IEEE International Conference on Image Processing (ICIP).

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

Hichem Sahbi, Clément Mallet, Arnaud Le Bris, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

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

Clément Mallet, Arnaud Le Bris, Hermann Tagne, 2020 .

Combining top-down and bottom-up approaches for building detection in a single very high resolution satellite image

Clément Mallet, Arnaud Le Bris, Nesrine Chehata, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

Scalable Evaluation of 3D City Models

Florent Lafarge, Clément Mallet, Arnaud Le Bris, 2019, IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium.

Conditional Random Fields for Urban Scene Classification with Full Waveform LiDAR Data

Uwe Soergel, Jan Dirk Wegner, Clément Mallet, 2011, PIA.

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

Stefan Hinz, Boris Jutzi, Martin Weinmann, 2015 .

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

Hichem Sahbi, Clément Mallet, Arnaud Le Bris, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

3D scene analysis based on optimal neighborhoods and relevant features

Boris Jutzi, Martin Weinmann, Clément Mallet, 2014 .

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

Samia Boukir, Clément Mallet, Nesrine Chehata, 2011 .

Contextual Land-Cover Map Translation with Semantic Segmentation

Jordi Inglada, Clément Mallet, Luc Baudoux, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

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

Clément Mallet, Silvia Valero, Anatol Garioud, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

Vectorization of Historical Maps Using Deep Edge Filtering and Closed Shape Extraction

Julien Perret, Joseph Chazalon, Clément Mallet, 2021, ICDAR.

Fast estimation for robust supervised classification with mixture models

Mathieu Fauvel, Clément Mallet, Erwan Giry-Fouquet, 2021, Pattern Recognit. Lett..

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

Clément Mallet, Silvia Valero, Sébastien Giordano, 2021 .

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

Jordi Inglada, Clément Mallet, Luc Baudoux, 2021, Remote. Sens..

ICDAR 2021 Competition on Historical Map Segmentation pdf

Ladislav Lenc, Pavel Král, Julien Perret, 2021, ICDAR.

Urban Scene Analysis with Mobile Mapping Technology

Bruno Vallet, Clément Mallet, C. Mallet, 2016 .

Lidar detection of individual tree size in tropical forests

Sassan Saatchi, Victoria Meyer, Clément Mallet, 2016 .

Managing Full waveform LiDAR data: a challenging task for the forthcoming years

Boris Jutzi, Frédéric Bretar, Clément Mallet, 2008 .

Detection, segmentation and localization of individual trees from mms point cloud data

Clément Mallet, Mathieu Brédif, M. Weinmann, 2016 .

Modeling urban landscapes from point clouds: a generic approach

Florent Lafarge, Clément Mallet, 2011 .

CONCEPT AND DESIGN FOR LIDAR DATA PROCESSING

Frédéric Bretar, Clément Mallet, Nicolas David, 2008 .

A TWO-STEP DECISION FUSION STRATEGY: APPLICATION TO HYPERSPECTRAL AND MULTISPECTRAL IMAGES FOR URBAN CLASSIFICATION

Walid Ouerghemmi, Clément Mallet, Nesrine Chehata, 2017 .