Pierre Soille

According to our database, Pierre Soille authored at least 88 papers between 1990 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Parallel Processing Strategies for Geospatial Data in a Cloud Computing Infrastructure.

Pieter Kempeneers, Tomás Kliment, Luca Marletta, Pierre Soille

Remote. Sens., 2022

2021

Convolutional neural networks for global human settlements mapping from Sentinel-2 satellite imagery.

Christina Corbane, Vasileios Syrris, Filip Sabo, Panagiotis Politis, Michele Melchiorri, Martino Pesaresi, Pierre Soille, Thomas Kemper

Neural Comput. Appl., 2021

Crop Classification from Sentinel-2 Time Series with Temporal Convolutional Neural Networks.

Sara Perez-Carabaza, Vasileios Syrris, Pieter Kempeneers, Pierre Soille

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

2020

Mosaicking Copernicus Sentinel-1 Data at Global Scale.

Vasileios Syrris, Christina Corbane, Martino Pesaresi, Pierre Soille

IEEE Trans. Big Data, 2020

Special Issue on Big Data From Space.

Mihai Datcu, Jacqueline Le Moigne, Sveinung Loekken, Pierre Soille, Gui-Song Xia

IEEE Trans. Big Data, 2020

SatImNet: Structured and Harmonised Training Data for Enhanced Satellite Imagery Classification.

Vasileios Syrris, Ondrej Pesek, Pierre Soille

Remote. Sens., 2020

Application of the Symbolic Machine Learning to Copernicus VHR Imagery: The European Settlement Map.

Christina Corbane, Filip Sabo, Vassilis Syrris, Thomas Kemper, Panagiotis Politis, Martino Pesaresi, Pierre Soille, Kenji Ose

IEEE Geosci. Remote. Sens. Lett., 2020

2019

Evaluation of the Potential of Convolutional Neural Networks and Random Forests for Multi-Class Segmentation of Sentinel-2 Imagery.

Vasileios Syrris, Paul Hasenohr, Blagoj Delipetrev, Alexander Kotsev, Pieter Kempeneers, Pierre Soille

Remote. Sens., 2019

pyjeo: A Python Package for the Analysis of Geospatial Data.

Pieter Kempeneers, Ondrej Pesek, Davide De Marchi, Pierre Soille

ISPRS Int. J. Geo Inf., 2019

2018

A versatile data-intensive computing platform for information retrieval from big geospatial data.

Pierre Soille, A. Burger, D. De Marchi, Pieter Kempeneers, D. Rodriguez, Vassilis Syrris, V. Vasilev

Future Gener. Comput. Syst., 2018

2017

Mass Processing of Sentinel-1 Images for Maritime Surveillance.

Carlos Santamaria, Marlene Alvarez, Harm Greidanus, Vasileios Syrris, Pierre Soille, Pietro Argentieri

Remote. Sens., 2017

2016

A New European Settlement Map From Optical Remotely Sensed Data.

Aneta Jadwiga Florczyk, Stefano Ferri, Vasileios Syrris, Thomas Kemper, Matina Halkia, Pierre Soille, Martino Pesaresi

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

Assessment of the Added-Value of Sentinel-2 for Detecting Built-up Areas.

Martino Pesaresi, Christina Corbane, Andreea Julea, Aneta J. Florczyk, Vasileios Syrris, Pierre Soille

Remote. Sens., 2016

2014

Conditional Toggle Mappings: Principles and Applications.

Santiago Velasco-Forero, Jesús Angulo, Pierre Soille

J. Math. Imaging Vis., 2014

Local Mutual Information for Dissimilarity-Based Image Segmentation.

Lionel Gueguen, Santiago Velasco-Forero, Pierre Soille

J. Math. Imaging Vis., 2014

2013

A Global Human Settlement Layer From Optical HR/VHR RS Data: Concept and First Results.

Martino Pesaresi, Huadong Guo, Xavier Blaes, Daniele Ehrlich, Stefano Ferri, Lionel Gueguen, Matina Halkia, Mayeul Kauffmann, Thomas Kemper, Linlin Lu, Mario A. Marin-Herrera, Georgios K. Ouzounis, Marco Scavazzon, Pierre Soille, Vasileios Syrris, Luigi Zanchetta

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

2012

Differential Area Profiles: Decomposition Properties and Efficient Computation.

Georgios K. Ouzounis, Martino Pesaresi, Pierre Soille

IEEE Trans. Pattern Anal. Mach. Intell., 2012

Characterizing and Counting Roofless Buildings in Very High Resolution Optical Images.

Lionel Gueguen, Martino Pesaresi, Andrea Gerhardinger, Pierre Soille

IEEE Geosci. Remote. Sens. Lett., 2012

Edge extraction by statistical dependence analysis: application to multi-angular WorldView-2 series.

Lionel Gueguen, Santiago Velasco-Forero, Pierre Soille

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

A new built-up presence index based on density of corners.

Lionel Gueguen, Pierre Soille, Martino Pesaresi

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

2011

Change Detection Based on Information Measure.

Lionel Gueguen, Pierre Soille, Martino Pesaresi

IEEE Trans. Geosci. Remote. Sens., 2011

Enumeration of Dwellings in Darfur Camps From GeoEye-1 Satellite Images Using Mathematical Morphology.

Thomas Kemper, Malgorzata Jenerowicz, Martino Pesaresi, Pierre Soille

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2011

Monitoring changes in the Menik Farm IDP camps in Sri Lanka using multi-temporal very high-resolution satellite data.

Thomas Kemper, Malgorzata Jenerowicz, Lionel Gueguen, D. Poli, Pierre Soille

Int. J. Digit. Earth, 2011

Concurrent Computation of Differential Morphological Profiles on Giga-Pixel Images.

Michael H. F. Wilkinson, Pierre Soille, Martino Pesaresi, Georgios K. Ouzounis

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

Preventing Chaining through Transitions While Favouring It within Homogeneous Regions.

Pierre Soille

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

Pattern Spectra from Partition Pyramids and Hierarchies.

Georgios K. Ouzounis, Pierre Soille

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

Frequent and Dependent Connectivities.

Lionel Gueguen, Pierre Soille

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

An interactive image mining tool handling gigapixel images.

Lionel Gueguen, Martino Pesaresi, Pierre Soille

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2010

On Morphological Hierarchical Representations for Image Processing and Spatial Data Clustering.

Pierre Soille, Laurent Najman

Proceedings of the Applications of Discrete Geometry and Mathematical Morphology, 2010

Automatic information retrieval from meter and sub-meter resolution satellite image data in support to crisis management.

Martino Pesaresi, Thomas Kemper, Lionel Gueguen, Pierre Soille

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Differential Area Profiles.

Georgios K. Ouzounis, Pierre Soille

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

Differential Morphological Decomposition Segmentation: A Multi-Scale Object Based Image Description.

Lionel Gueguen, Pierre Soille, Martino Pesaresi

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

Iterative Ramp Sharpening for Structure/Signature-Preserving Simplification of Images.

Jacopo Grazzini, Pierre Soille

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

Multichannel Image Regularisation Using Anisotropic Geodesic Filtering.

Jacopo Grazzini, Scott E. Dillard, Pierre Soille

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

Hierarchical Segmentation of Complex Structures.

Huseyin Gokhan Akcay, Selim Aksoy, Pierre Soille

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

2009

Morphological segmentation of binary patterns.

Pierre Soille, Peter Vogt

Pattern Recognit. Lett., 2009

Edge-preserving smoothing using a similarity measure in adaptive geodesic neighbourhoods.

Jacopo Grazzini, Pierre Soille

Pattern Recognit., 2009

Constrained Connectivity and Transition Regions.

Pierre Soille, Jacopo Grazzini

Proceedings of the Mathematical Morphology and Its Application to Signal and Image Processing, 2009

2008

Constrained Connectivity for Hierarchical Image Decomposition and Simplification.

Pierre Soille

IEEE Trans. Pattern Anal. Mach. Intell., 2008

Image Filtering Based on Locally Estimated Geodesic Functions.

Jacopo Grazzini, Pierre Soille

Proceedings of the Computer Vision and Computer Graphics. Theory and Applications, 2008

Edge-Preserving Smoothing of Natural Images Based on Geodesic Time Functions.

Jacopo Grazzini, Pierre Soille

Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008

Advances in Constrained Connectivity.

Pierre Soille, Jacopo Grazzini

Proceedings of the Discrete Geometry for Computer Imagery, 2008

Adaptive Morphological Filtering Using Similarities Based on Geodesic Time.

Jacopo Grazzini, Pierre Soille

Proceedings of the Discrete Geometry for Computer Imagery, 2008

2007

Morphological Texture Features for Unsupervised and Supervised Segmentations of Natural Landscapes.

Irene Epifanio, Pierre Soille

IEEE Trans. Geosci. Remote. Sens., 2007

Iterative area filtering of multichannel images.

Dominik Brunner, Pierre Soille

Image Vis. Comput., 2007

Automated morphological image composition for mosaicing large image data sets.

Conrad Bielski, Jacopo Grazzini, Pierre Soille

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

On Genuine Connectivity Relations Based on Logical Predicates.

Pierre Soille

Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007

Fast Algorithm for Order Independent Binary Homotopic Thinning.

Marcin Iwanowski, Pierre Soille

Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007

Adaptive Mosaicing: Principle and Application to the Mosaicing of Large Image Data Sets.

Conrad Bielski, Pierre Soille

Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007

Extraction of River Networks from Satellite Images by Combining Mathematical Morphology and Hydrology.

Pierre Soille, Jacopo Grazzini

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

Improved Morphological Interpolation of Elevation Contour Data with Generalised Geodesic Propagations.

Jacopo Grazzini, Pierre Soille

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

2006

Morphological Image Compositing.

Pierre Soille

IEEE Trans. Pattern Anal. Mach. Intell., 2006

Order Independence in Binary 2D Homotopic Thinning.

Marcin Iwanowski, Pierre Soille

Proceedings of the Discrete Geometry for Computer Imagery, 13th International Conference, 2006

2005

Beyond self-duality in morphological image analysis.

Pierre Soille

Image Vis. Comput., 2005

Iterative Area Seeded Region Growing for Multichannel Image Simplification.

Dominik Brunner, Pierre Soille

Proceedings of the Mathematical Morphology: 40 Years On, 2005

Order Independent Image Compositing.

Conrad Bielski, Pierre Soille

Proceedings of the Image Analysis and Processing, 2005

Morphological Refinement of an Image Segmentation.

Marcin Iwanowski, Pierre Soille

Proceedings of the Computer Analysis of Images and Patterns, 11th International Conference, 2005

A Queue Based Algorithm for Order Independent Anchored Skeletonisation.

Marcin Iwanowski, Pierre Soille

Proceedings of the Computer Analysis of Images and Patterns, 11th International Conference, 2005

2004

Morphological carving.

Pierre Soille

Pattern Recognit. Lett., 2004

2003

Segmentation of natural landscapes using morphological texture features.

Irene Epifanio, Pierre Soille

Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

On the Morphological Processing of Objects with Varying Local Contrast.

Pierre Soille

Proceedings of the Discrete Geometry for Computer Imagery, 11th International Conference, 2003

2002

Advances in mathematical morphology applied to geoscience and remote sensing.

Pierre Soille, Martino Pesaresi

IEEE Trans. Geosci. Remote. Sens., 2002

Order independent homotopic thinning for binary and grey tone anchored skeletons.

Vincent Ranwez, Pierre Soille

Pattern Recognit. Lett., 2002

On morphological operators based on rank filters.

Pierre Soille

Pattern Recognit., 2002

Advances in the Analysis of Topographic Features on Discrete Images.

Pierre Soille

Proceedings of the Discrete Geometry for Computer Imagery, 10th International Conference, 2002

2001

Real-time Registration of Paper Watermarks.

Paul F. Whelan, Pierre Soille, Alexandru Drimbarean

Real Time Imaging, 2001

Directional Morphological Filtering.

Pierre Soille, Hugues Talbot

IEEE Trans. Pattern Anal. Mach. Intell., 2001

2000

Morphological image analysis applied to crop field mapping.

Pierre Soille

Image Vis. Comput., 2000

From Binary to Grey Scale Convex Hulls.

Pierre Soille

Fundam. Informaticae, 2000

Morphological Operators with Discrete Line Segments.

Pierre Soille

Proceedings of the Discrete Geometry for Computer Imagery, 9th International Conference, 2000

Morphological Operators.

Pierre Soille

Proceedings of the Computer Vision and Applications, 2000

1999

Order Independent Homotopic Thinning.

Vincent Ranwez, Pierre Soille

Proceedings of the Discrete Geometry for Computer Imagery, 1999

1998

Texture Segmentation by Biologically-Inspired Use of Neural Networks and Mathematical Morphology.

Mario Köppen, Javier Ruiz-del-Solar, Pierre Soille

Proceedings of the International ICSC / IFAC Symposium on Neural Computation (NC 1998), 1998

Image structure orientation using mathematical morphology.

Pierre Soille, Hugues Talbot

Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

1996

Periodic lines: Definition, cascades, and application to granulometries.

Ronald Jones, Pierre Soille

Pattern Recognit. Lett., 1996

Recursive Implementation of Erosions and Dilations Along Discrete Lines at Arbitrary Angles.

Pierre Soille, Edmond J. Breen, Ronald Jones

IEEE Trans. Pattern Anal. Mach. Intell., 1996

On the Validity of Fractal Dimension Measurements in Image Analysis.

Pierre Soille, Jean-François Rivest

J. Vis. Commun. Image Represent., 1996

Morphological partitioning of multispectral images.

Pierre Soille

J. Electronic Imaging, 1996

Periodic Lines and their Application to Granulometries.

Ronald Jones, Pierre Soille

Proceedings of the 3th International Symposium on Mathematical Morphology and its Applications to Image and Signal Processing, 1996

1994

Generalized geodesy via geodesic time.

Pierre Soille

Pattern Recognit. Lett., 1994

An Efficient Algorithm for Drainage Network Extraction on DEMs.

Pierre Soille, Christophe Gratin

J. Vis. Commun. Image Represent., 1994

Generalized Geodesic Distances Applied to Interpolation and Shape Description.

Pierre Soille

Proceedings of the 2nd International Symposium on Mathematical Morphology and Its Applications to Image Processing, 1994

1993

Morphological gradients.

Jean-François Rivest, Pierre Soille, Serge Beucher

J. Electronic Imaging, 1993

1992

Dimensionality in image analysis.

Jean-François Rivest, Jean Serra, Pierre Soille

J. Vis. Commun. Image Represent., 1992

Extraction of grid patterns on stamped metal sheets using mathematical morphology.

Alexander Tuzikov, Pierre Soille, D. Jeulin, H. Bruneel, M. Vermeulen

Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992

1991

Watersheds in Digital Spaces: An Efficient Algorithm Based on Immersion Simulations.

Luc M. Vincent, Pierre Soille

IEEE Trans. Pattern Anal. Mach. Intell., 1991

Spatial distributions from contour lines: An efficient methodology based on distance transformations.

Pierre Soille

J. Vis. Commun. Image Represent., 1991

1990

Determining watersheds in digital pictures via flooding simulations.

Pierre Soille, Luc M. Vincent

Proceedings of the Visual Communications and Image Processing '90: Fifth in a Series, 1990