Pierre Soille

Publication Activity (10 Years)

Years Active: 1990-2022
Publications (10 Years): 15

Top Topics

Computing Infrastructure

Convolutional Neural Networks

Remotely Sensed

Top Venues

J. Math. Imaging Vis.

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

Publications

Pieter Kempeneers, Tomás Kliment, Luca Marletta, Pierre Soille
Parallel Processing Strategies for Geospatial Data in a Cloud Computing Infrastructure. Remote. Sens. 14 (2) (2022)
Sara Perez-Carabaza, Vasileios Syrris, Pieter Kempeneers, Pierre Soille
Crop Classification from Sentinel-2 Time Series with Temporal Convolutional Neural Networks. IGARSS (2021)
Christina Corbane, Vasileios Syrris, Filip Sabo, Panagiotis Politis, Michele Melchiorri, Martino Pesaresi, Pierre Soille, Thomas Kemper
Convolutional neural networks for global human settlements mapping from Sentinel-2 satellite imagery. Neural Comput. Appl. 33 (12) (2021)
Vasileios Syrris, Christina Corbane, Martino Pesaresi, Pierre Soille
Mosaicking Copernicus Sentinel-1 Data at Global Scale. IEEE Trans. Big Data 6 (3) (2020)
Vasileios Syrris, Ondrej Pesek, Pierre Soille
SatImNet: Structured and Harmonised Training Data for Enhanced Satellite Imagery Classification. CoRR (2020)
Christina Corbane, Filip Sabo, Vassilis Syrris, Thomas Kemper, Panagiotis Politis, Martino Pesaresi, Pierre Soille, Kenji Ose
Application of the Symbolic Machine Learning to Copernicus VHR Imagery: The European Settlement Map. IEEE Geosci. Remote. Sens. Lett. 17 (7) (2020)
Mihai Datcu, Jacqueline Le Moigne, Sveinung Loekken, Pierre Soille, Gui-Song Xia
Special Issue on Big Data From Space. IEEE Trans. Big Data 6 (3) (2020)
Christina Corbane, Vasileios Syrris, Filip Sabo, Panagiotis Politis, Michele Melchiorri, Martino Pesaresi, Pierre Soille, Thomas Kemper
Convolutional Neural Networks for Global Human Settlements Mapping from Sentinel-2 Satellite Imagery. CoRR (2020)
Vasileios Syrris, Ondrej Pesek, Pierre Soille
SatImNet: Structured and Harmonised Training Data for Enhanced Satellite Imagery Classification. Remote. Sens. 12 (20) (2020)
Pieter Kempeneers, Ondrej Pesek, Davide De Marchi, Pierre Soille
pyjeo: A Python Package for the Analysis of Geospatial Data. ISPRS Int. J. Geo Inf. 8 (10) (2019)
Vasileios Syrris, Paul Hasenohr, Blagoj Delipetrev, Alexander Kotsev, Pieter Kempeneers, Pierre Soille
Evaluation of the Potential of Convolutional Neural Networks and Random Forests for Multi-Class Segmentation of Sentinel-2 Imagery. Remote. Sens. 11 (8) (2019)
Pierre Soille, A. Burger, D. De Marchi, Pieter Kempeneers, D. Rodriguez, Vassilis Syrris, V. Vasilev
A versatile data-intensive computing platform for information retrieval from big geospatial data. Future Gener. Comput. Syst. 81 (2018)
Carlos Santamaria, Marlene Alvarez, Harm Greidanus, Vasileios Syrris, Pierre Soille, Pietro Argentieri
Mass Processing of Sentinel-1 Images for Maritime Surveillance. Remote. Sens. 9 (7) (2017)
Martino Pesaresi, Christina Corbane, Andreea Julea, Aneta J. Florczyk, Vasileios Syrris, Pierre Soille
Assessment of the Added-Value of Sentinel-2 for Detecting Built-up Areas. Remote. Sens. 8 (4) (2016)
Aneta Jadwiga Florczyk, Stefano Ferri, Vasileios Syrris, Thomas Kemper, Matina Halkia, Pierre Soille, Martino Pesaresi
A New European Settlement Map From Optical Remotely Sensed Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (5) (2016)
Santiago Velasco-Forero, Jesús Angulo, Pierre Soille
Conditional Toggle Mappings: Principles and Applications. J. Math. Imaging Vis. 48 (3) (2014)
Lionel Gueguen, Santiago Velasco-Forero, Pierre Soille
Local Mutual Information for Dissimilarity-Based Image Segmentation. J. Math. Imaging Vis. 48 (3) (2014)
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
A Global Human Settlement Layer From Optical HR/VHR RS Data: Concept and First Results. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6 (5) (2013)
Lionel Gueguen, Pierre Soille, Martino Pesaresi
A new built-up presence index based on density of corners. IGARSS (2012)
Lionel Gueguen, Martino Pesaresi, Andrea Gerhardinger, Pierre Soille
Characterizing and Counting Roofless Buildings in Very High Resolution Optical Images. IEEE Geosci. Remote. Sens. Lett. 9 (1) (2012)
Lionel Gueguen, Santiago Velasco-Forero, Pierre Soille
Edge extraction by statistical dependence analysis: application to multi-angular WorldView-2 series. IGARSS (2012)
Pierre Soille, Laurent Najman
On morphological hierarchical representations for image processing and spatial data clustering CoRR (2012)
Georgios K. Ouzounis, Martino Pesaresi, Pierre Soille
Differential Area Profiles: Decomposition Properties and Efficient Computation. IEEE Trans. Pattern Anal. Mach. Intell. 34 (8) (2012)
Thomas Kemper, Malgorzata Jenerowicz, Lionel Gueguen, D. Poli, Pierre Soille
Monitoring changes in the Menik Farm IDP camps in Sri Lanka using multi-temporal very high-resolution satellite data. Int. J. Digit. Earth 4 (Supplement-1) (2011)
Michael H. F. Wilkinson, Pierre Soille, Martino Pesaresi, Georgios K. Ouzounis
Concurrent Computation of Differential Morphological Profiles on Giga-Pixel Images. ISMM (2011)
Lionel Gueguen, Pierre Soille
Frequent and Dependent Connectivities. ISMM (2011)
Lionel Gueguen, Martino Pesaresi, Pierre Soille
An interactive image mining tool handling gigapixel images. IGARSS (2011)
Georgios K. Ouzounis, Pierre Soille
Pattern Spectra from Partition Pyramids and Hierarchies. ISMM (2011)
Thomas Kemper, Malgorzata Jenerowicz, Martino Pesaresi, Pierre Soille
Enumeration of Dwellings in Darfur Camps From GeoEye-1 Satellite Images Using Mathematical Morphology. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 4 (1) (2011)
Pierre Soille
Preventing Chaining through Transitions While Favouring It within Homogeneous Regions. ISMM (2011)
Lionel Gueguen, Pierre Soille, Martino Pesaresi
Change Detection Based on Information Measure. IEEE Trans. Geosci. Remote. Sens. 49 (11) (2011)
Martino Pesaresi, Thomas Kemper, Lionel Gueguen, Pierre Soille
Automatic information retrieval from meter and sub-meter resolution satellite image data in support to crisis management. IGARSS (2010)
Georgios K. Ouzounis, Pierre Soille
Differential Area Profiles. ICPR (2010)
Lionel Gueguen, Pierre Soille, Martino Pesaresi
Differential Morphological Decomposition Segmentation: A Multi-Scale Object Based Image Description. ICPR (2010)
Pierre Soille, Laurent Najman
On Morphological Hierarchical Representations for Image Processing and Spatial Data Clustering. WADGMM (2010)
Huseyin Gokhan Akcay, Selim Aksoy, Pierre Soille
Hierarchical Segmentation of Complex Structures. ICPR (2010)
Jacopo Grazzini, Scott E. Dillard, Pierre Soille
Multichannel Image Regularisation Using Anisotropic Geodesic Filtering. ICPR (2010)
Jacopo Grazzini, Pierre Soille
Iterative Ramp Sharpening for Structure/Signature-Preserving Simplification of Images. ICPR (2010)
Pierre Soille, Peter Vogt
Morphological segmentation of binary patterns. Pattern Recognit. Lett. 30 (4) (2009)
Jacopo Grazzini, Pierre Soille
Edge-preserving smoothing using a similarity measure in adaptive geodesic neighbourhoods. Pattern Recognit. 42 (10) (2009)
Pierre Soille, Jacopo Grazzini
Constrained Connectivity and Transition Regions. ISMM (2009)
Jacopo Grazzini, Pierre Soille
Edge-Preserving Smoothing of Natural Images Based on Geodesic Time Functions. VISAPP (1) (2008)
Pierre Soille, Jacopo Grazzini
Advances in Constrained Connectivity. DGCI (2008)
Pierre Soille
Constrained Connectivity for Hierarchical Image Decomposition and Simplification. IEEE Trans. Pattern Anal. Mach. Intell. 30 (7) (2008)
Jacopo Grazzini, Pierre Soille
Image Filtering Based on Locally Estimated Geodesic Functions. VISIGRAPP (Selected Papers) (2008)
Jacopo Grazzini, Pierre Soille
Adaptive Morphological Filtering Using Similarities Based on Geodesic Time. DGCI (2008)
Dominik Brunner, Pierre Soille
Iterative area filtering of multichannel images. Image Vis. Comput. 25 (8) (2007)
Conrad Bielski, Jacopo Grazzini, Pierre Soille
Automated morphological image composition for mosaicing large image data sets. IGARSS (2007)
Pierre Soille, Jacopo Grazzini
Extraction of River Networks from Satellite Images by Combining Mathematical Morphology and Hydrology. CAIP (2007)
Conrad Bielski, Pierre Soille
Adaptive Mosaicing: Principle and Application to the Mosaicing of Large Image Data Sets. ICANNGA (2) (2007)
Jacopo Grazzini, Pierre Soille
Improved Morphological Interpolation of Elevation Contour Data with Generalised Geodesic Propagations. CAIP (2007)
Irene Epifanio, Pierre Soille
Morphological Texture Features for Unsupervised and Supervised Segmentations of Natural Landscapes. IEEE Trans. Geosci. Remote. Sens. 45 (4) (2007)
Marcin Iwanowski, Pierre Soille
Fast Algorithm for Order Independent Binary Homotopic Thinning. ICANNGA (2) (2007)
Pierre Soille
On Genuine Connectivity Relations Based on Logical Predicates. ICIAP (2007)
Pierre Soille
Morphological Image Compositing. IEEE Trans. Pattern Anal. Mach. Intell. 28 (5) (2006)
Marcin Iwanowski, Pierre Soille
Order Independence in Binary 2D Homotopic Thinning. DGCI (2006)
Marcin Iwanowski, Pierre Soille
A Queue Based Algorithm for Order Independent Anchored Skeletonisation. CAIP (2005)
Dominik Brunner, Pierre Soille
Iterative Area Seeded Region Growing for Multichannel Image Simplification. ISMM (2005)
Conrad Bielski, Pierre Soille
Order Independent Image Compositing. ICIAP (2005)
Pierre Soille
Beyond self-duality in morphological image analysis. Image Vis. Comput. 23 (2) (2005)
Marcin Iwanowski, Pierre Soille
Morphological Refinement of an Image Segmentation. CAIP (2005)
Pierre Soille
Morphological carving. Pattern Recognit. Lett. 25 (5) (2004)
Pierre Soille
On the Morphological Processing of Objects with Varying Local Contrast. DGCI (2003)
Irene Epifanio, Pierre Soille
Segmentation of natural landscapes using morphological texture features. IGARSS (2003)
Pierre Soille
On morphological operators based on rank filters. Pattern Recognit. 35 (2) (2002)
Pierre Soille, Martino Pesaresi
Advances in mathematical morphology applied to geoscience and remote sensing. IEEE Trans. Geosci. Remote. Sens. 40 (9) (2002)
Pierre Soille
Advances in the Analysis of Topographic Features on Discrete Images. DGCI (2002)
Vincent Ranwez, Pierre Soille
Order independent homotopic thinning for binary and grey tone anchored skeletons. Pattern Recognit. Lett. 23 (6) (2002)
Paul F. Whelan, Pierre Soille, Alexandru Drimbarean
Real-time Registration of Paper Watermarks. Real Time Imaging 7 (4) (2001)
Pierre Soille, Hugues Talbot
Directional Morphological Filtering. IEEE Trans. Pattern Anal. Mach. Intell. 23 (11) (2001)
Pierre Soille
Morphological image analysis applied to crop field mapping. Image Vis. Comput. 18 (13) (2000)
Pierre Soille
Morphological Operators with Discrete Line Segments. DGCI (2000)
Pierre Soille
From Binary to Grey Scale Convex Hulls. Fundam. Informaticae 41 (1-2) (2000)
Vincent Ranwez, Pierre Soille
Order Independent Homotopic Thinning. DGCI (1999)
Pierre Soille, Hugues Talbot
Image structure orientation using mathematical morphology. ICPR (1998)
Mario Köppen, Javier Ruiz-del-Solar, Pierre Soille
Texture Segmentation by Biologically-Inspired Use of Neural Networks and Mathematical Morphology. NC (1998)
Pierre Soille
Morphological partitioning of multispectral images. J. Electronic Imaging 5 (3) (1996)
Ronald Jones, Pierre Soille
Periodic Lines and their Application to Granulometries. ISMM (1996)
Ronald Jones, Pierre Soille
Periodic lines: Definition, cascades, and application to granulometries. Pattern Recognit. Lett. 17 (10) (1996)
Pierre Soille, Edmond J. Breen, Ronald Jones
Recursive Implementation of Erosions and Dilations Along Discrete Lines at Arbitrary Angles. IEEE Trans. Pattern Anal. Mach. Intell. 18 (5) (1996)
Pierre Soille, Jean-François Rivest
On the Validity of Fractal Dimension Measurements in Image Analysis. J. Vis. Commun. Image Represent. 7 (3) (1996)
Pierre Soille
Generalized Geodesic Distances Applied to Interpolation and Shape Description. ISMM (1994)
Pierre Soille, Christophe Gratin
An Efficient Algorithm for Drainage Network Extraction on DEMs. J. Vis. Commun. Image Represent. 5 (2) (1994)
Pierre Soille
Generalized geodesy via geodesic time. Pattern Recognit. Lett. 15 (12) (1994)
Jean-François Rivest, Pierre Soille, Serge Beucher
Morphological gradients. J. Electronic Imaging 2 (4) (1993)
Alexander Tuzikov, Pierre Soille, D. Jeulin, H. Bruneel, M. Vermeulen
Extraction of grid patterns on stamped metal sheets using mathematical morphology. ICPR (1) (1992)
Jean-François Rivest, Jean Serra, Pierre Soille
Dimensionality in image analysis. J. Vis. Commun. Image Represent. 3 (2) (1992)
Luc Vincent, Pierre Soille
Watersheds in Digital Spaces: An Efficient Algorithm Based on Immersion Simulations. IEEE Trans. Pattern Anal. Mach. Intell. 13 (6) (1991)
Pierre Soille
Spatial distributions from contour lines: An efficient methodology based on distance transformations. J. Vis. Commun. Image Represent. 2 (2) (1991)
Pierre Soille, Luc M. Vincent
Determining watersheds in digital pictures via flooding simulations. VCIP (1990)