Bertrand Le Saux

Daniela Alessandra Zaidenberg

Proceedings of the 17th International Conference on Machine Vision and Applications, 2021

Advantages and Bottlenecks of Quantum Machine Learning for Remote Sensing.

[BibT_eX]

[DOI]

Alessandro Sebastianelli

Dario Spiller

Silvia Liberata Ullo

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Classification and Generation of Earth Observation Images Using a Joint Energy-Based Model.

[BibT_eX]

[DOI]

Javiera Castillo-Navarro

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

SEN12-FLOOD : a SAR and Multispectral Dataset for Flood Detection.

[BibT_eX]

[DOI]

Clément Rambour

Elise Colin Koeniguer

Michel Crucianu

Mihai Datcu

Dataset, December, 2020

2018 IEEE GRSS Data Fusion Challenge - Fusion of Multispectral LiDAR and Hyperspectral Data.

[BibT_eX]

[DOI]

Dataset, December, 2020

OSCD - Onera Satellite Change Detection.

[BibT_eX]

[DOI]

Dataset, June, 2020

Foreword to the Special Issue on Computer Vision-Based Approaches for Earth Observation.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Multitask Learning of Height and Semantics From Aerial Images.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2020

Street to Cloud: Improving Flood Maps With Crowdsourcing and Semantic Segmentation.

[BibT_eX]

[DOI]

CoRR, 2020

DISIR: Deep Image Segmentation with Interactive Refinement.

[BibT_eX]

[DOI]

CoRR, 2020

Interactive Learning for Semantic Segmentation in Earth Observation.

[BibT_eX]

[DOI]

On Auxiliary Losses for Semi-Supervised Semantic Segmentation.

[BibT_eX]

[DOI]

Javiera Castillo-Navarro

2019

Data Fusion Contest 2016 (DFC2016).

[BibT_eX]

[DOI]

Dataset, October, 2019

Data Fusion Contest 2017 (DFC2017).

[BibT_eX]

[DOI]

Dataset, October, 2019

ONERA.ROOM.

[BibT_eX]

[DOI]

Joris Guerry

Dataset, October, 2019

Advanced Multi-Sensor Optical Remote Sensing for Urban Land Use and Land Cover Classification: Outcome of the 2018 IEEE GRSS Data Fusion Contest.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Multitask learning for large-scale semantic change detection.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2019

Distance transform regression for spatially-aware deep semantic segmentation.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2019

Multi-Task Learning of Height and Semantics from Aerial Images.

[BibT_eX]

[DOI]

CoRR, 2019

Technical Report: Co-learning of geometry and semantics for online 3D mapping.

[BibT_eX]

[DOI]

CoRR, 2019

Deep Learning for Classification of Hyperspectral Data: A Comparative Review.

[BibT_eX]

[DOI]

CoRR, 2019

What Data are needed for Semantic Segmentation in Earth Observation?

[BibT_eX]

[DOI]

Javiera Castillo-Navarro

Proceedings of the Joint Urban Remote Sensing Event, 2019

Learning to Understand Earth Observation Images with Weak and Unreliable Ground Truth.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Guided Anisotropic Diffusion and Iterative Learning for Weakly Supervised Change Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Modèles d'Apprentissage Machine pour la Compréhension de Scènes. (Machine Learning Models for Scene Understanding).

[BibT_eX]

[DOI]

, 2019

2018

Open Data for Global Multimodal Land Use Classification: Outcome of the 2017 IEEE GRSS Data Fusion Contest.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

High Resolution Semantic Change Detection.

[BibT_eX]

[DOI]

CoRR, 2018

SnapNet: 3D point cloud semantic labeling with 2D deep segmentation networks.

[BibT_eX]

[DOI]

Comput. Graph., 2018

Railway Detection: From Filtering to Segmentation Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Large-Scale Semantic Classification: Outcome of the First Year of Inria Aerial Image Labeling Benchmark.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Urban Change Detection for Multispectral Earth Observation Using Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Learning Speckle Suppression in Sar Images Without Ground Truth: Application to Sentinel-1 Time-Series.

[BibT_eX]

[DOI]

Pauline Trouvé

Elise Colin Koeniguer

Fabrice Janez

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Generative Adversarial Networks for Realistic Synthesis of Hyperspectral Samples.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Fully Convolutional Siamese Networks for Change Detection.

[BibT_eX]

[DOI]

Rodrigo Caye Daudt

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

On Regression Losses for Deep Depth Estimation.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Deep Depth from Defocus: How Can Defocus Blur Improve 3D Estimation Using Dense Neural Networks?

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2017

Multitemporal Very High Resolution From Space: Outcome of the 2016 IEEE GRSS Data Fusion Contest.

[BibT_eX]

[DOI]

Lichao Mou

Xiaoxiang Zhu

Maria Vakalopoulou

Konstantinos Karantzalos

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Segment-before-Detect: Vehicle Detection and Classification through Semantic Segmentation of Aerial Images.

[BibT_eX]

[DOI]

Remote. Sens., 2017

Beyond RGB: Very High Resolution Urban Remote Sensing With Multimodal Deep Networks.

[BibT_eX]

[DOI]

CoRR, 2017

Fusion of Heterogeneous Data in Convolutional Networks for Urban Semantic Labeling (Invited Paper).

[BibT_eX]

[DOI]

CoRR, 2017

Fusion of heterogeneous data in convolutional networks for urban semantic labeling.

[BibT_eX]

[DOI]

Proceedings of the Joint Urban Remote Sensing Event, 2017

Deep learning for urban remote sensing.

[BibT_eX]

[DOI]

Proceedings of the Joint Urban Remote Sensing Event, 2017

Placeholder: Not to be reviewed (Data fusion contest 2017).

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

SnapNet-R: Consistent 3D Multi-view Semantic Labeling for Robotics.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

"Look at this one" detection sharing between modality-independent classifiers for robotic discovery of people.

[BibT_eX]

[DOI]

Joris Guerry

David Filliat

Proceedings of the 2017 European Conference on Mobile Robots, 2017

Joint Learning from Earth Observation and OpenStreetMap Data to Get Faster Better Semantic Maps.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

3D Hand Gesture Recognition Using a Depth and Skeletal Dataset.

[BibT_eX]

[DOI]

Quentin De Smedt

Hazem Wannous

Jean-Philippe Vandeborre

Joris Guerry

David Filliat

Proceedings of the 10th Eurographics Workshop on 3D Object Retrieval, 2017

Deformable Shape Retrieval with Missing Parts.

[BibT_eX]

[DOI]

Proceedings of the 10th Eurographics Workshop on 3D Object Retrieval, 2017

SHREC'17 Track: Point-Cloud Shape Retrieval of Non-Rigid Toys.

[BibT_eX]

[DOI]

Frederico A. Limberger

Santiago Velasco-Forero

Proceedings of the 10th Eurographics Workshop on 3D Object Retrieval, 2017

Unstructured Point Cloud Semantic Labeling Using Deep Segmentation Networks.

[BibT_eX]

[DOI]

Proceedings of the 10th Eurographics Workshop on 3D Object Retrieval, 2017

2016

Processing of Extremely High-Resolution LiDAR and RGB Data: Outcome of the 2015 IEEE GRSS Data Fusion Contest-Part A: 2-D Contest.

[BibT_eX]

[DOI]

Manuel Campos-Taberner

Adriana Romero-Soriano

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

On the usability of deep networks for object-based image analysis.

[BibT_eX]

[DOI]

CoRR, 2016

How useful is region-based classification of remote sensing images in a deep learning framework?

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Semantic Segmentation of Earth Observation Data Using Multimodal and Multi-scale Deep Networks.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2016, 2016

2015

Environment mapping & interpretation by drone.

[BibT_eX]

[DOI]

Proceedings of the Joint Urban Remote Sensing Event, 2015

Benchmarking classification of earth-observation data: From learning explicit features to convolutional networks.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014

Multimodal classification with deformable part-based models for urban cartography.

[BibT_eX]

[DOI]

Hicham Randrianarivo

Marin Ferecatu

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Interactive Design of Object Classifiers in Remote Sensing.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013

Rapid semantic mapping: Learn environment classifiers on the fly.

[BibT_eX]

[DOI]

Martial Sanfourche

Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Urban change detection in SAR images by interactive learning.

[BibT_eX]

[DOI]

Hicham Randrianarivo

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Urban structure detection with deformable part-based models.

[BibT_eX]

[DOI]

Hicham Randrianarivo

Marin Ferecatu

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012

GPU-accelerated one-class SVM for exploration of remote sensing data.

[BibT_eX]

[DOI]

Fabien Giannesini

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Boosting for interactive man-made structure classification.

[BibT_eX]

[DOI]

Nicolas Chauffert

Jonathan Israel

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011

Robust vehicle categorization from aerial images by 3D-template matching and multiple classifier system.

[BibT_eX]

[DOI]

Martial Sanfourche

Proceedings of the 7th International Symposium on Image and Signal Processing and Analysis, 2011

2008

Micro-rotation imaging deconvolution.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

2006

Combining SVM and Graph Matching in a Bayesian Multiple Classifier System for Image Content Recognition.

[BibT_eX]

[DOI]

Horst Bunke

Proceedings of the Structural, 2006

2005

Feature Selection for Graph-Based Image Classifiers.

[BibT_eX]

[DOI]

Horst Bunke

Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005

2004

Image database clustering with SVM-based class personalization.

[BibT_eX]

[DOI]

Proceedings of the Storage and Retrieval Methods and Applications for Multimedia 2004, 2004

Image recognition for digital libraries.

[BibT_eX]

[DOI]

Giuseppe Amato

Proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2004

Image Classifiers for Scene Analysis.

[BibT_eX]

[DOI]

Giuseppe Amato

Proceedings of the International Conference on Computer Vision and Graphics, 2004

2003

Adaptive robust clustering with proximity-based merging for video-summary.

[BibT_eX]

[DOI]

Nizar Grira

Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003

2002

Unsupervised Categorization for Image Database Overview.

[BibT_eX]

[DOI]

Proceedings of the Recent Advances in Visual Information Systems, 2002

Unsupervised Robust Clustering for Image Database Categorization.

[BibT_eX]

[DOI]