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Xavier Descombes

Observed names: D. Xavier, DESCOMBES XAVIER, DESCOMBES, Xavier, Descombes, X., Descombes, Xavier, Florent Lafarge , Xavier Descombes , Josiane Zerubia, X Descombes, X. Descombes, X. Descombes B, Xavier DESCOMBES
Institutions: Centre National de la Recherche Scientifique, Institut national de recherche en sciences et technologies du numérique, Inserm, Université Côte d'Azur, Laboratoire d'Informatique, Signaux et Systèmes de Sophia Antipolis, Centre Inria d'Université Côte d'Azur, Institut de Biologie Valrose
Observed institutions: Télécom Paris, Centre National de la Recherche Scientifique, Institut national de recherche en sciences et technologies du numérique, Max Planck Society, Inserm, Université Côte d'Azur, University of Abou Bekr Belkaïd, Universitair Ziekenhuis Leuven, Centre Hospitalier Universitaire de Nice, Dragomanov Ukrainian State University, United Institute of Informatics Problems, Laboratoire d'Informatique, Signaux et Systèmes de Sophia Antipolis, Centre Inria d'Université Côte d'Azur, Institut de Biologie Valrose, UMR Botanique et Modélisation de l’Architecture des Plantes et des végétations, Max Planck Institute for Human Cognitive and Brain Sciences, Institut de Recherche pour le Développement, Université Nice Sophia Antipolis, MORPHEME: Morphologie et Images, Communauté d'universités et d'établissements Université Côte d'Azur, Institut National des Sciences Appliquées de Lyon, KU Leuven
ORCID: 0000-0002-7611-6021
Observed ORCID: 0000-0002-7611-6021
OpenAlex ID: A5106126872
A Gibbs Point Process for Road Extraction from Remotely Sensed Images
2004 · Radu Stoica, Xavier Descombes, et al. · International Journal of Computer Vision · 203
Building Development Monitoring in Multitemporal Remotely Sensed Image Pairs with Stochastic Birth-Death Dynamics
2011 · C. Benedek, X. Descombes, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 171
Point processes for unsupervised line network extraction in remote sensing
2005 · C. Lacoste, X. Descombes, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 167
Structural Approach for Building Reconstruction from a Single DSM
2008 · F. Lafarge, X. Descombes, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 166
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Comparison of six individual tree crown detection algorithms evaluated under varying forest conditions
2011 · Morten Larsen, Mats Eriksson, et al. · International Journal of Remote Sensing · 145
Automatic building extraction from DEMs using an object approach and application to the 3D-city modeling
2008 · Florent Lafarge, Xavier Descombes, et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 137
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Texture feature analysis using a gauss-Markov model in hyperspectral image classification
2004 · G. Rellier, X. Descombes, et al. · IEEE Transactions on Geoscience and Remote Sensing · 133
Building Outline Extraction from Digital Elevation Models Using Marked Point Processes
2006 · Mathias Ortner, Xavier Descombes, et al. · International Journal of Computer Vision · 129
Estimation of Markov random field prior parameters using Markov chain Monte Carlo maximum likelihood
1999 · X. Descombes, R.D. Morris, et al. · IEEE Transactions on Image Processing · 123
Object Extraction Using a Stochastic Birth-and-Death Dynamics in Continuum
2008 · Xavier Descombes, Robert Minlos, et al. · Journal of Mathematical Imaging and Vision · 119
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Spatio-temporal fMRI analysis using Markov random fields
1998 · X. Descombes, F. Kruggel, et al. · IEEE Transactions on Medical Imaging · 118
Geometric Feature Extraction by a Multimarked Point Process
2009 · Florent Lafarge, Georgy Gimel'farb, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 99
A Marked Point Process of Rectangles and Segments for Automatic Analysis of Digital Elevation Models
2007 · Mathias Ortner, Xavier Descombes, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 82
Marked point process in image analysis
2002 · X. Descombes, J. Zerubia · IEEE Signal Processing Magazine · 77
An automatic counter for aerial images of aggregations of large birds
2011 · Stig Descamps, Arnaud Béchet, et al. · Bird Study · 71
Gap Filling of 3-D Microvascular Networks by Tensor Voting
2008 · L. Risser, F. Plouraboue, et al. · IEEE Transactions on Medical Imaging · 68
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Estimating Gaussian Markov random field parameters in a nonstationary framework: application to remote sensing imaging
1999 · X. Descombes, M. Sigelle, et al. · IEEE Transactions on Image Processing · 68
fMRI Signal Restoration Using a Spatio-Temporal Markov Random Field Preserving Transitions
1998 · Xavier Descombes, Frithjof Kruggel, et al. · NeuroImage · 67
Coastline detection by a Markovian segmentation on SAR images
1996 · Xavier Descombes, Miguel Moctezuma, et al. · Signal Processing · 66
A marked point process model for tree crown extraction in plantations
2005 · G. Perrin, X. Descombes, et al. · Proceedings - International Conference on Image Processing · 62
Texture Analysis through a Markovian Modelling and Fuzzy Classification: Application to Urban Area Extraction from Satellite Images
2000 · A. Lorette, X. Descombes, et al. · International Journal of Computer Vision · 58
Comparison of Filtering Methods for fMRI Datasets
1999 · F. Kruggel, D.Y. von Cramon, et al. · NeuroImage · 58
An Object-Based Approach for Detecting Small Brain Lesions: Application to Virchow-Robin Spaces
2004 · X. Descombes, F. Kruggel, et al. · IEEE Transactions on Medical Imaging · 57
Mapping local density of young Eucalyptus plantations by individual tree detection in high spatial resolution satellite images
2012 · Jia Zhou, Christophe Proisy, et al. · Forest Ecology and Management · 54
Building reconstruction from a single DEM
2008 · Florent Lafarge, Xavier Descombes, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 53
Works count: 406
Citation count: 4,233
H-index: 34
I10-index: 84
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