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Pierre Soille
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2020 – today
- 2022
- [j45]Pieter Kempeneers, Tomás Kliment, Luca Marletta, Pierre Soille:
Parallel Processing Strategies for Geospatial Data in a Cloud Computing Infrastructure. Remote. Sens. 14(2): 398 (2022) - 2021
- [j44]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): 6697-6720 (2021) - [c42]Sara Perez-Carabaza, Vasileios Syrris, Pieter Kempeneers, Pierre Soille:
Crop Classification from Sentinel-2 Time Series with Temporal Convolutional Neural Networks. IGARSS 2021: 6500-6503 - 2020
- [j43]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): 1153-1157 (2020) - [j42]Vasileios Syrris, Ondrej Pesek, Pierre Soille:
SatImNet: Structured and Harmonised Training Data for Enhanced Satellite Imagery Classification. Remote. Sens. 12(20): 3358 (2020) - [j41]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): 427-429 (2020) - [j40]Vasileios Syrris, Christina Corbane, Martino Pesaresi, Pierre Soille:
Mosaicking Copernicus Sentinel-1 Data at Global Scale. IEEE Trans. Big Data 6(3): 547-557 (2020) - [i3]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 abs/2006.03267 (2020) - [i2]Vasileios Syrris, Ondrej Pesek, Pierre Soille:
SatImNet: Structured and Harmonised Training Data for Enhanced Satellite Imagery Classification. CoRR abs/2006.10623 (2020)
2010 – 2019
- 2019
- [j39]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): 461 (2019) - [j38]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): 907 (2019) - 2018
- [j37]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: 30-40 (2018) - 2017
- [j36]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): 678 (2017) - 2016
- [j35]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): 299 (2016) - [j34]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): 1978-1992 (2016) - 2014
- [j33]Santiago Velasco-Forero, Jesús Angulo, Pierre Soille:
Conditional Toggle Mappings: Principles and Applications. J. Math. Imaging Vis. 48(3): 544-565 (2014) - [j32]Lionel Gueguen, Santiago Velasco-Forero, Pierre Soille:
Local Mutual Information for Dissimilarity-Based Image Segmentation. J. Math. Imaging Vis. 48(3): 625-644 (2014) - 2013
- [j31]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): 2102-2131 (2013) - 2012
- [j30]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): 114-118 (2012) - [j29]Georgios K. Ouzounis, Martino Pesaresi, Pierre Soille:
Differential Area Profiles: Decomposition Properties and Efficient Computation. IEEE Trans. Pattern Anal. Mach. Intell. 34(8): 1533-1548 (2012) - [c41]Lionel Gueguen, Santiago Velasco-Forero, Pierre Soille:
Edge extraction by statistical dependence analysis: application to multi-angular WorldView-2 series. IGARSS 2012: 3447-3450 - [c40]Lionel Gueguen, Pierre Soille, Martino Pesaresi:
A new built-up presence index based on density of corners. IGARSS 2012: 5398-5401 - [e3]Ullrich Köthe, Annick Montanvert, Pierre Soille:
Applications of Discrete Geometry and Mathematical Morphology - First International Workshop, WADGMM 2010, Istanbul, Turkey, August 22, 2010, Revised Selected Papers. Lecture Notes in Computer Science 7346, Springer 2012, ISBN 978-3-642-32312-6 [contents] - [i1]Pierre Soille, Laurent Najman:
On morphological hierarchical representations for image processing and spatial data clustering. CoRR abs/1209.3925 (2012) - 2011
- [j28]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): 91-106 (2011) - [j27]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): 8-15 (2011) - [j26]Lionel Gueguen, Pierre Soille, Martino Pesaresi:
Change Detection Based on Information Measure. IEEE Trans. Geosci. Remote. Sens. 49(11): 4503-4515 (2011) - [c39]Lionel Gueguen, Martino Pesaresi, Pierre Soille:
An interactive image mining tool handling gigapixel images. IGARSS 2011: 1581-1584 - [c38]Pierre Soille:
Preventing Chaining through Transitions While Favouring It within Homogeneous Regions. ISMM 2011: 96-107 - [c37]Georgios K. Ouzounis, Pierre Soille:
Pattern Spectra from Partition Pyramids and Hierarchies. ISMM 2011: 108-119 - [c36]Lionel Gueguen, Pierre Soille:
Frequent and Dependent Connectivities. ISMM 2011: 120-131 - [c35]Michael H. F. Wilkinson, Pierre Soille, Martino Pesaresi, Georgios K. Ouzounis:
Concurrent Computation of Differential Morphological Profiles on Giga-Pixel Images. ISMM 2011: 331-342 - [e2]Pierre Soille, Martino Pesaresi, Georgios K. Ouzounis:
Mathematical Morphology and Its Applications to Image and Signal Processing - 10th International Symposium, ISMM 2011, Verbania-Intra, Italy, July 6-8, 2011. Proceedings. Lecture Notes in Computer Science 6671, Springer 2011, ISBN 978-3-642-21568-1 [contents] - 2010
- [c34]Lionel Gueguen, Pierre Soille, Martino Pesaresi:
Differential Morphological Decomposition Segmentation: A Multi-Scale Object Based Image Description. ICPR 2010: 938-941 - [c33]Huseyin Gokhan Akcay, Selim Aksoy, Pierre Soille:
Hierarchical Segmentation of Complex Structures. ICPR 2010: 1120-1123 - [c32]Jacopo Grazzini, Scott E. Dillard, Pierre Soille:
Multichannel Image Regularisation Using Anisotropic Geodesic Filtering. ICPR 2010: 2664-2667 - [c31]Georgios K. Ouzounis, Pierre Soille:
Differential Area Profiles. ICPR 2010: 4085-4088 - [c30]Jacopo Grazzini, Pierre Soille:
Iterative Ramp Sharpening for Structure/Signature-Preserving Simplification of Images. ICPR 2010: 4585-4588 - [c29]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: 1792-1795 - [c28]Pierre Soille, Laurent Najman:
On Morphological Hierarchical Representations for Image Processing and Spatial Data Clustering. WADGMM 2010: 43-67
2000 – 2009
- 2009
- [j25]Jacopo Grazzini, Pierre Soille:
Edge-preserving smoothing using a similarity measure in adaptive geodesic neighbourhoods. Pattern Recognit. 42(10): 2306-2316 (2009) - [j24]Pierre Soille, Peter Vogt:
Morphological segmentation of binary patterns. Pattern Recognit. Lett. 30(4): 456-459 (2009) - [c27]Pierre Soille, Jacopo Grazzini:
Constrained Connectivity and Transition Regions. ISMM 2009: 59-69 - 2008
- [j23]Pierre Soille:
Constrained Connectivity for Hierarchical Image Decomposition and Simplification. IEEE Trans. Pattern Anal. Mach. Intell. 30(7): 1132-1145 (2008) - [c26]Pierre Soille, Jacopo Grazzini:
Advances in Constrained Connectivity. DGCI 2008: 423-433 - [c25]Jacopo Grazzini, Pierre Soille:
Adaptive Morphological Filtering Using Similarities Based on Geodesic Time. DGCI 2008: 519-528 - [c24]Jacopo Grazzini, Pierre Soille:
Edge-Preserving Smoothing of Natural Images Based on Geodesic Time Functions. VISAPP (1) 2008: 20-27 - [c23]Jacopo Grazzini, Pierre Soille:
Image Filtering Based on Locally Estimated Geodesic Functions. VISIGRAPP (Selected Papers) 2008: 123-134 - 2007
- [j22]Dominik Brunner, Pierre Soille:
Iterative area filtering of multichannel images. Image Vis. Comput. 25(8): 1352-1364 (2007) - [j21]Irene Epifanio, Pierre Soille:
Morphological Texture Features for Unsupervised and Supervised Segmentations of Natural Landscapes. IEEE Trans. Geosci. Remote. Sens. 45(4): 1074-1083 (2007) - [c22]Pierre Soille, Jacopo Grazzini:
Extraction of River Networks from Satellite Images by Combining Mathematical Morphology and Hydrology. CAIP 2007: 636-644 - [c21]Jacopo Grazzini, Pierre Soille:
Improved Morphological Interpolation of Elevation Contour Data with Generalised Geodesic Propagations. CAIP 2007: 742-750 - [c20]Conrad Bielski, Pierre Soille:
Adaptive Mosaicing: Principle and Application to the Mosaicing of Large Image Data Sets. ICANNGA (2) 2007: 500-507 - [c19]Marcin Iwanowski, Pierre Soille:
Fast Algorithm for Order Independent Binary Homotopic Thinning. ICANNGA (2) 2007: 606-615 - [c18]Pierre Soille:
On Genuine Connectivity Relations Based on Logical Predicates. ICIAP 2007: 487-492 - [c17]Conrad Bielski, Jacopo Grazzini, Pierre Soille:
Automated morphological image composition for mosaicing large image data sets. IGARSS 2007: 4068-4071 - 2006
- [j20]Pierre Soille:
Morphological Image Compositing. IEEE Trans. Pattern Anal. Mach. Intell. 28(5): 673-683 (2006) - [c16]Marcin Iwanowski, Pierre Soille:
Order Independence in Binary 2D Homotopic Thinning. DGCI 2006: 592-604 - 2005
- [j19]Pierre Soille:
Beyond self-duality in morphological image analysis. Image Vis. Comput. 23(2): 249-257 (2005) - [c15]Marcin Iwanowski, Pierre Soille:
A Queue Based Algorithm for Order Independent Anchored Skeletonisation. CAIP 2005: 530-537 - [c14]Marcin Iwanowski, Pierre Soille:
Morphological Refinement of an Image Segmentation. CAIP 2005: 538-545 - [c13]Conrad Bielski, Pierre Soille:
Order Independent Image Compositing. ICIAP 2005: 1076-1083 - [c12]Dominik Brunner, Pierre Soille:
Iterative Area Seeded Region Growing for Multichannel Image Simplification. ISMM 2005: 397-406 - 2004
- [j18]Pierre Soille:
Morphological carving. Pattern Recognit. Lett. 25(5): 543-550 (2004) - 2003
- [c11]Pierre Soille:
On the Morphological Processing of Objects with Varying Local Contrast. DGCI 2003: 52-61 - [c10]Irene Epifanio, Pierre Soille:
Segmentation of natural landscapes using morphological texture features. IGARSS 2003: 455-457 - 2002
- [j17]Pierre Soille:
On morphological operators based on rank filters. Pattern Recognit. 35(2): 527-535 (2002) - [j16]Vincent Ranwez, Pierre Soille:
Order independent homotopic thinning for binary and grey tone anchored skeletons. Pattern Recognit. Lett. 23(6): 687-702 (2002) - [j15]Pierre Soille, Martino Pesaresi:
Advances in mathematical morphology applied to geoscience and remote sensing. IEEE Trans. Geosci. Remote. Sens. 40(9): 2042-2055 (2002) - [c9]Pierre Soille:
Advances in the Analysis of Topographic Features on Discrete Images. DGCI 2002: 175-186 - 2001
- [j14]Pierre Soille, Hugues Talbot:
Directional Morphological Filtering. IEEE Trans. Pattern Anal. Mach. Intell. 23(11): 1313-1329 (2001) - [j13]Paul F. Whelan, Pierre Soille, Alexandru Drimbarean:
Real-time Registration of Paper Watermarks. Real Time Imaging 7(4): 367-380 (2001) - 2000
- [j12]Pierre Soille:
From Binary to Grey Scale Convex Hulls. Fundam. Informaticae 41(1-2): 131-146 (2000) - [j11]Pierre Soille:
Morphological image analysis applied to crop field mapping. Image Vis. Comput. 18(13): 1025-1032 (2000) - [c8]Pierre Soille:
Morphological Operators with Discrete Line Segments. DGCI 2000: 78-98 - [p1]Pierre Soille:
Morphological Operators. Computer Vision and Applications 2000: 483-515
1990 – 1999
- 1999
- [c7]Vincent Ranwez, Pierre Soille:
Order Independent Homotopic Thinning. DGCI 1999: 337-348 - 1998
- [c6]Pierre Soille, Hugues Talbot:
Image structure orientation using mathematical morphology. ICPR 1998: 1467-1469 - [c5]Mario Köppen, Javier Ruiz-del-Solar, Pierre Soille:
Texture Segmentation by Biologically-Inspired Use of Neural Networks and Mathematical Morphology. NC 1998: 267-272 - 1996
- [j10]Pierre Soille:
Morphological partitioning of multispectral images. J. Electronic Imaging 5(3): 252-265 (1996) - [j9]Pierre Soille, Jean-François Rivest:
On the Validity of Fractal Dimension Measurements in Image Analysis. J. Vis. Commun. Image Represent. 7(3): 217-229 (1996) - [j8]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): 562-567 (1996) - [j7]Ronald Jones, Pierre Soille:
Periodic lines: Definition, cascades, and application to granulometries. Pattern Recognit. Lett. 17(10): 1057-1063 (1996) - [c4]Ronald Jones, Pierre Soille:
Periodic Lines and their Application to Granulometries. ISMM 1996: 263-272 - 1994
- [j6]Pierre Soille, Christophe Gratin:
An Efficient Algorithm for Drainage Network Extraction on DEMs. J. Vis. Commun. Image Represent. 5(2): 181-189 (1994) - [j5]Pierre Soille:
Generalized geodesy via geodesic time. Pattern Recognit. Lett. 15(12): 1235-1240 (1994) - [c3]Pierre Soille:
Generalized Geodesic Distances Applied to Interpolation and Shape Description. ISMM 1994: 193-200 - [e1]Jean Serra, Pierre Soille:
Proceedings of the 2nd International Symposium on Mathematical Morphology and Its Applications to Image Processing, ISMM 1994, Fontainebleau, France, September 1994. Computational Imaging and Vision 2, Kluwer 1994, ISBN 978-94-010-4453-0 [contents] - 1993
- [j4]Jean-François Rivest, Pierre Soille, Serge Beucher:
Morphological gradients. J. Electronic Imaging 2(4): 326-336 (1993) - 1992
- [j3]Jean-François Rivest, Jean Serra, Pierre Soille:
Dimensionality in image analysis. J. Vis. Commun. Image Represent. 3(2): 137-146 (1992) - [c2]Alexander Tuzikov, Pierre Soille, D. Jeulin, H. Bruneel, M. Vermeulen:
Extraction of grid patterns on stamped metal sheets using mathematical morphology. ICPR (1) 1992: 425-428 - 1991
- [j2]Pierre Soille:
Spatial distributions from contour lines: An efficient methodology based on distance transformations. J. Vis. Commun. Image Represent. 2(2): 138-150 (1991) - [j1]Luc M. Vincent, Pierre Soille:
Watersheds in Digital Spaces: An Efficient Algorithm Based on Immersion Simulations. IEEE Trans. Pattern Anal. Mach. Intell. 13(6): 583-598 (1991) - 1990
- [c1]Pierre Soille, Luc M. Vincent:
Determining watersheds in digital pictures via flooding simulations. VCIP 1990
Coauthor Index
aka: Vasileios Syrris
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