Sébastien Lefèvre

Remote. Sens., 2019

Ship Identification and Characterization in Sentinel-1 SAR Images with Multi-Task Deep Learning.

[BibT_eX]

[DOI]

Remote. Sens., 2019

Efficient tree construction for multiscale image representation and processing.

[BibT_eX]

[DOI]

Jirí Havel

J. Real Time Image Process., 2019

GEOBIA at the Terapixel Scale: Toward Efficient Mapping of Small Woody Features from Heterogeneous VHR Scenes.

[BibT_eX]

[DOI]

Loïc Faucqueur

ISPRS Int. J. Geo Inf., 2019

A Generic Framework for Combining Multiple Segmentations in Geographic Object-Based Image Analysis.

[BibT_eX]

[DOI]

David Sheeren

Onur Tasar

ISPRS Int. J. Geo Inf., 2019

Distance transform regression for spatially-aware deep semantic segmentation.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2019

Very high resolution Airborne PolSAR Image Classification using Convolutional Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2019

Early Classification for Agricultural Monitoring from Satellite Time Series.

[BibT_eX]

[DOI]

CoRR, 2019

BreizhCrops: A Satellite Time Series Dataset for Crop Type Identification.

[BibT_eX]

[DOI]

Marc Rußwurm

Marco Körner

CoRR, 2019

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

[BibT_eX]

[DOI]

CoRR, 2019

End-to-end Learning for Early Classification of Time Series.

[BibT_eX]

[DOI]

CoRR, 2019

Analysis of Min-Trees over Sentinel-1 Time Series for Flood Detection.

[BibT_eX]

[DOI]

Çaglayan Tuna

Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019

Monitoring Urban Growth with Spatial Filtering of Satellite Image Time Series.

[BibT_eX]

[DOI]

Çaglayan Tuna

Proceedings of the Joint Urban Remote Sensing Event, 2019

Learning geometric soft constraints for multi-view instance matching across street-level panoramas.

[BibT_eX]

[DOI]

Proceedings of the Joint Urban Remote Sensing Event, 2019

Automated Mapping Of Accessibility Signs With Deep Learning From Ground-level Imagery and Open Data.

[BibT_eX]

[DOI]

Ahmed Samy Nassar

Proceedings of the Joint Urban Remote Sensing Event, 2019

Rasterization strategies for airborne LiDAR classification using attribute profiles.

[BibT_eX]

[DOI]

Florent Guiotte

Thomas Corpetti

Proceedings of the Joint Urban Remote Sensing Event, 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

Attribute Filtering of Urban Point Clouds Using Max-Tree on Voxel Data.

[BibT_eX]

[DOI]

Florent Guiotte

Thomas Corpetti

Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2019

Attribute Profiles For Satellite Image Time Series.

[BibT_eX]

[DOI]

Çaglayan Tuna

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

Voxel-Based Attribute Profiles on LIDAR Data for Land Cover Mapping.

[BibT_eX]

[DOI]

Florent Guiotte

Thomas Corpetti

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

Simultaneous Multi-View Instance Detection With Learned Geometric Soft-Constraints.

[BibT_eX]

[DOI]

Ahmed Samy Nassar

Jan Dirk Wegner

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018

Local Feature-Based Attribute Profiles for Optical Remote Sensing Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2018

Feature Profiles from Attribute Filtering for Classification of Remote Sensing Images.

[BibT_eX]

[DOI]

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

Denoising Very High Resolution Optical Remote Sensing Images: Application and Optimization of Nonlocal Bayes method.

[BibT_eX]

[DOI]

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

Attribute Profiles on Derived Textural Features for Highly Textured Optical Image Classification.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2018

Partition and Inclusion Hierarchies of Images: A Comprehensive Survey.

[BibT_eX]

[DOI]

J. Imaging, 2018

Recent Developments from Attribute Profiles for Remote Sensing Image Classification.

[BibT_eX]

[DOI]

CoRR, 2018

Buried Object Detection from B-Scan Ground Penetrating Radar Data Using Faster-RCNN.

[BibT_eX]

[DOI]

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

Classification of Remote Sensing Images Using Attribute Profiles and Feature Profiles from Different Trees: A Comparative Study.

[BibT_eX]

[DOI]

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

A New Optimized Denoising Method applied to the Spot World Heritage Initiative and its Spot 5 Supermode images.

[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

Generative Adversarial Networks for Realistic Synthesis of Hyperspectral Samples.

[BibT_eX]

[DOI]

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

Active Learning to Assist Annotation of Aerial Images in Environmental Surveys.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Conference on Content-Based Multimedia Indexing, 2018

2017

Sparse Hilbert Schmidt Independence Criterion and Surrogate-Kernel-Based Feature Selection for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2017

Scalable Bag of Subpaths Kernel for Learning on Hierarchical Image Representations and Multi-Source Remote Sensing Data Classification.

[BibT_eX]

[DOI]

Yanwei Cui

Remote. Sens., 2017

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

[BibT_eX]

[DOI]

Remote. Sens., 2017

Toward Seamless Multiview Scene Analysis From Satellite to Street Level.

[BibT_eX]

[DOI]

Proc. IEEE, 2017

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

[BibT_eX]

[DOI]

CoRR, 2017

Towards seamless multi-view scene analysis from satellite to street-level.

[BibT_eX]

[DOI]

CoRR, 2017

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

[BibT_eX]

[DOI]

CoRR, 2017

A comparative noise robustness study of tree representations for attribute profile construction.

[BibT_eX]

[DOI]

Safak Guner Koc

Mauro Dalla Mura

Proceedings of the 25th Signal Processing and Communications Applications Conference, 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

Attribute Profiles from Partitioning Trees.

[BibT_eX]

[DOI]

Mauro Dalla Mura

Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2017

Quasi-Flat Zones for Angular Data Simplification.

[BibT_eX]

[DOI]

Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2017

SAR image texture tracking using a pointwise graph-based model for glacier displacement measurement.

[BibT_eX]

[DOI]

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

Classification of VHR remote sensing images using local feature-based attribute profiles.

[BibT_eX]

[DOI]

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

Deep learning for semantic segmentation of remote sensing images with rich spectral content.

[BibT_eX]

[DOI]

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

2016

Vector Attribute Profiles for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Mauro Dalla Mura

IEEE Trans. Geosci. Remote. Sens., 2016

Morphological path filtering at the region scale for efficient and robust road network extraction from satellite imagery.

[BibT_eX]

[DOI]

Luc Courtrai

Pattern Recognit. Lett., 2016

Local 2D Pattern Spectra as Connected Region Descriptors.

[BibT_eX]

[DOI]

Michael H. F. Wilkinson

Math. Morphol. Theory Appl., 2016

Retrieval of Remote Sensing Images with Pattern Spectra Descriptors.

[BibT_eX]

[DOI]

ISPRS Int. J. Geo Inf., 2016

Coupling ground-level panoramas and aerial imagery for change detection.

[BibT_eX]

[DOI]

Nehla Ghouaiel

Geo spatial Inf. Sci., 2016

Combining multiple resolutions into hierarchical representations for kernel-based image classification.

[BibT_eX]

[DOI]

CoRR, 2016

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

[BibT_eX]

[DOI]

CoRR, 2016

Combining multiscale features for classification of hyperspectral images: A sequence-based kernel approach.

[BibT_eX]

[DOI]

Yanwei Cui

Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Human Detection from Aerial Imagery for Automatic Counting of Shellfish Gatherers.

[BibT_eX]

[DOI]

Mathieu Laroze

Luc Courtrai

Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

Unsupervised classifier selection approach for hyperspectral image classification.

[BibT_eX]

[DOI]

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

A new penalisation term for image retrieval in clique neural networks.

[BibT_eX]

[DOI]

Romain Huet

Proceedings of the 24th European Symposium on Artificial Neural Networks, 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

Topic segmentation of TV-streams by watershed transform and vectorization.

[BibT_eX]

[DOI]

Comput. Speech Lang., 2015

Adaptive Hit or Miss Transform.

[BibT_eX]

[DOI]

Vladimir Curic

Cris L. Luengo Hendriks

Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2015

GraphBPT: An Efficient Hierarchical Data Structure for Image Representation and Probabilistic Inference.

[BibT_eX]

[DOI]

Abdullah Al-Dujaili

Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2015

Fast building extraction by multiscale analysis of digital surface models.

[BibT_eX]

[DOI]

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

Short local descriptors from 2D connected pattern spectra.

[BibT_eX]

[DOI]

Michael H. F. Wilkinson

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

A Subpath Kernel for Learning Hierarchical Image Representations.

[BibT_eX]

[DOI]

Yanwei Cui

Proceedings of the Graph-Based Representations in Pattern Recognition, 2015

Beyond MSER: Maximally Stable Regions using Tree of Shapes.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference 2015, 2015

Buffering Hierarchical Representation of Color Video Streams for Interactive Object Selection.

[BibT_eX]

[DOI]

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2015

2014

PerTurbo Manifold Learning Algorithm for Weakly Labeled Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Hyperspectral image classification from multiscale description with constrained connectivity and metric learning.

[BibT_eX]

[DOI]

Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

An end-member based ordering relation for the morphological description of hyperspectral images.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013

Fast quasi-flat zones filtering using area threshold and region merging.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2013

Mitosis detection in breast cancer histological images with mathematical morphology.

[BibT_eX]

[DOI]

Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Efficient Schemes for Computing <i>α</i>-tree Representations.

[BibT_eX]

[DOI]

Jirí Havel

Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2013

Vectorial Quasi-flat Zones for Color Image Simplification.

[BibT_eX]

[DOI]

Erhan Aptoula

Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2013

Hierarchical Image Representation Simplification Driven by Region Complexity.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

2012

Comparative Study With New Accuracy Metrics for Target Volume Contouring in PET Image Guided Radiation Therapy.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2012

Hyperconnections and Hierarchical Representations for Grayscale and Multiband Image Processing.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2012

Spatial and spectral morphological template matching.

[BibT_eX]

[DOI]

Image Vis. Comput., 2012

Fast Image and Video Segmentation Based on Alpha-tree Multiscale Representation.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Conference on Signal Image Technology and Internet Based Systems, 2012

Classwise hyperspectral image classification with PerTurbo method.

[BibT_eX]

[DOI]

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

A classwise supervised ordering approach for morphology based hyperspectral image classification.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Pattern Recognition, 2012

2011

A two level strategy for audio segmentation.

[BibT_eX]

[DOI]

Digit. Signal Process., 2011

Spatio-temporal Quasi-Flat Zones for Morphological Video Segmentation.

[BibT_eX]

[DOI]

Pierre Gançarski

Proceedings of the Mathematical Morphology and Its Applications to Image and Signal Processing, 2011

Toward a New Axiomatic for Hyper-Connections.

[BibT_eX]

[DOI]

Benjamin Perret

Christophe Collet

Proceedings of the Mathematical Morphology and Its Applications to Image and Signal Processing, 2011

Topic Segmentation: Application of Mathematical Morphology to Textual Data.

[BibT_eX]

[DOI]

Proceedings of the Mathematical Morphology and Its Applications to Image and Signal Processing, 2011

Topic Segmentation of TV-Streams by Mathematical Morphology and Vectorization.

[BibT_eX]

[DOI]

Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

Interactive video segmentation based on quasi-flat zones.

[BibT_eX]

[DOI]

Pierre Gançarski

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

Segmentation thématique : apport de la vectorisation.

[BibT_eX]

[DOI]

Proceedings of the COnférence en Recherche d'Infomations et Applications, 2011

2010

Supervised image segmentation using watershed transform, fuzzy classification and evolutionary computation.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2010

Video Object Mining: Issues and Perspectives.

[BibT_eX]

[DOI]

Pierre Gançarski

Proceedings of the 4th IEEE International Conference on Semantic Computing (ICSC 2010), 2010

Connected Component Trees for Multivariate Image Processing and Applications in Astronomy.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009

Morphological Description of Color Images for Content-Based Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2009

A hit-or-miss transform for multivariate images.

[BibT_eX]

[DOI]

Christian Ronse

Pattern Recognit. Lett., 2009

A robust hit-or-miss transform for template matching applied to very noisy astronomical images.

[BibT_eX]

[DOI]

Benjamin Perret

Christophe Collet

Pattern Recognit., 2009

Beyond morphological size distribution.

[BibT_eX]

[DOI]

J. Electronic Imaging, 2009

On the morphological processing of hue.

[BibT_eX]

[DOI]

Image Vis. Comput., 2009

Une nouvelle approche pour la classification non supervisée en segmentation d'image.

[BibT_eX]

[DOI]

Proceedings of the Extraction et gestion des connaissances (EGC'2009), 2009

A New Approach for Unsupervised Classification in Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Management [Best of EGC 2009, 2009

Image Features from Morphological Scale-Spaces.

[BibT_eX]

[DOI]

Proceedings of the Semantic Mining Technologies for Multimedia Databases., 2009

Approches multivaluées et supervisées en morphologie mathématique et applications en analyse d'image. (Multivalued and Supervised Approaches within Mathematical Morphology, and Applications in Image Analysis).

[BibT_eX]

[DOI]

, 2009

2008

On lexicographical ordering in multivariate mathematical morphology.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2008

alpha-Trimmed lexicographical extrema for pseudo-morphological image analysis.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2008

Machine Learning in Image Processing.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2008

A Multivariate Hit-or-Miss Transform for Conjoint Spatial and Spectral Template Matching.

[BibT_eX]

[DOI]

Proceedings of the Image and Signal Processing - 3rd International Conference, 2008

Astronomical object detection with a robust hit-or-miss transform.

[BibT_eX]

[DOI]

Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007

La morphologie mathématique binaire pour l'extraction automatique des bâtiments dans les images THRS.

[BibT_eX]

[DOI]

David Sheeren

Rev. Int. Géomatique, 2007

A comparative study on multivariate mathematical morphology.

[BibT_eX]

[DOI]

Pattern Recognit., 2007

Efficient and robust shot change detection.

[BibT_eX]

[DOI]

J. Real Time Image Process., 2007

Extending Morphological Signatures for Visual Pattern Recognition.

[BibT_eX]

Proceedings of the Pattern Recognition in Information Systems, 2007

On morphological color texture characterization.

[BibT_eX]

Proceedings of the 8th ISMM 2007: Rio de Janeiro, Brazil - Volume 1, 2007

Knowledge from Markers in Watershed Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Computer Analysis of Images and Patterns, 12th International Conference, 2007

A Basin Morphology Approach to Colour Image Segmentation by Region Merging.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2007

2006

Outils pour la recherche d'extraits pertinents dans les séquences vidéo. Applications aux retransmissions télévisées de matchs de football.

[BibT_eX]

[DOI]

Tech. Sci. Informatiques, 2006

Spatial Morphological Covariance Applied to Texture Classification.

[BibT_eX]

[DOI]

Proceedings of the Multimedia Content Representation, 2006

Mathematical morphology applied to the segmentation and classification of galaxies in multispectral images.

[BibT_eX]

[DOI]

C. Collet

Proceedings of the 14th European Signal Processing Conference, 2006

2005

Caption Localisation in Video Sequences by Fusion of Multiple Detectors.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

Extraction d'indices spatiaux et temporels dans des séquences vidéo couleur.

[BibT_eX]

[DOI]

Proceedings of the Extraction des connaissances : Etat et perspectives (Ateliers de la conférence EGC'2005), 2005

2004

Indexation de séquences vidéo. Indices liés au temps.

[BibT_eX]

[DOI]

Florence Sèdes

Document Numérique, 2004

Real Time Multiple Object Tracking Based on Active Contours.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition: International Conference, 2004

2003

A review of real-time segmentation of uncompressed video sequences for content-based search and retrieval.

[BibT_eX]

[DOI]

Jérôme Holler

Real Time Imaging, 2003

A Comparison of Line Detectors for Image Background Modelling.

[BibT_eX]

Cédric Jeusse

Proceedings of the Pattern Recognition in Information Systems, 2003

Architecture et Outils pour la Recherche d'Evénements dans les Séquences Vidéo.

[BibT_eX]

Christian Proust

Proceedings of the Actes du XXIème Congrès INFORSID, Nancy, France, 24-27 mai, 2003, 2003

A new way to use hidden Markov models for object tracking in video sequences.

[BibT_eX]

[DOI]

Proceedings of the 2003 International Conference on Image Processing, 2003

2002

Détection d'événements dans une séquence vidéo. (Event detection in a video sequence).

[BibT_eX]

[DOI]

PhD thesis, 2002

A Two Level Classifier Process for Audio Segmentation.

[BibT_eX]

[DOI]

Benjamin Maillard

Proceedings of the 16th International Conference on Pattern Recognition, 2002

3 classes segmentation for analysis of football audio sequences.

[BibT_eX]

[DOI]

Benjamin Maillard