|
Publications of Xavier Descombes
Result of the query in the list of publications :
97 Conference articles |
56 - Application of ant colony optimization to image classification using a Markov model withnonstationary neighborhoods. S. Le Hegarat-Mascle and A. Kallel and X. Descombes. In Proc. SPIE Symposium on Remote Sensing, Vol. 5982, Bruges, Belgium, September 2005.
@INPROCEEDINGS{mascle_spie_05,
|
author |
= |
{Le Hegarat-Mascle, S. and Kallel, A. and Descombes, X.}, |
title |
= |
{Application of ant colony optimization to image classification using a Markov model withnonstationary neighborhoods}, |
year |
= |
{2005}, |
month |
= |
{September}, |
booktitle |
= |
{Proc. SPIE Symposium on Remote Sensing}, |
volume |
= |
{5982}, |
address |
= |
{Bruges, Belgium}, |
url |
= |
{http://proceedings.spiedigitallibrary.org/proceeding.aspx?articleid=879756}, |
keyword |
= |
{} |
} |
|
57 - Textural Kernel for SVM Classification in Remote Sensing : Application to Forest Fire Detection and Urban Area Extraction. F. Lafarge and X. Descombes and J. Zerubia. In Proc. IEEE International Conference on Image Processing (ICIP), Genoa, Italy, September 2005. Keywords : Support Vector Machines, Learning base, Markov Fields, Forest fires, Urban areas. Copyright : IEEE
@INPROCEEDINGS{lafarge_icip05,
|
author |
= |
{Lafarge, F. and Descombes, X. and Zerubia, J.}, |
title |
= |
{Textural Kernel for SVM Classification in Remote Sensing : Application to Forest Fire Detection and Urban Area Extraction}, |
year |
= |
{2005}, |
month |
= |
{September}, |
booktitle |
= |
{Proc. IEEE International Conference on Image Processing (ICIP)}, |
address |
= |
{Genoa, Italy}, |
pdf |
= |
{ftp://ftp-sop.inria.fr/ariana/Articles/2005_lafarge_icip05.pdf}, |
keyword |
= |
{Support Vector Machines, Learning base, Markov Fields, Forest fires, Urban areas} |
} |
|
58 - A Marked Point Process Model for Tree Crown Extraction in Plantations. G. Perrin and X. Descombes and J. Zerubia. In Proc. IEEE International Conference on Image Processing (ICIP), Genoa, Italy, September 2005. Keywords : Stochastic geometry, RJMCMC, Tree Crown Extraction, Object extraction, Marked point process.
@INPROCEEDINGS{perrin_icip05,
|
author |
= |
{Perrin, G. and Descombes, X. and Zerubia, J.}, |
title |
= |
{A Marked Point Process Model for Tree Crown Extraction in Plantations}, |
year |
= |
{2005}, |
month |
= |
{September}, |
booktitle |
= |
{Proc. IEEE International Conference on Image Processing (ICIP)}, |
address |
= |
{Genoa, Italy}, |
pdf |
= |
{ftp://ftp-sop.inria.fr/ariana/Articles/perrin_icip05.pdf}, |
ps |
= |
{ftp://ftp-sop.inria.fr/ariana/Articles/perrin_icip05.ps.gz}, |
keyword |
= |
{Stochastic geometry, RJMCMC, Tree Crown Extraction, Object extraction, Marked point process} |
} |
Abstract :
This work presents a framework to extract tree crowns from remotely sensed data, especially in plantation images, using stochastic geometry. We aim at finding the tree top positions, and the tree crown diameter distribution. Our approach consists in considering that these images are some realizations of a marked point process. First we model the tree plantation as a configuration of an unknown number of ellipses. Then, a Bayesian energy is defined, containing both a prior energy which incorporates the prior knowledge of the plantation geometric properties, and a likelihood which fits the objects to the data. Eventually, we estimate the global minimum of this energy using Reversible Jump Markov Chain Monte Carlo dynamics and a simulated annealing scheme. We present results on optical aerial images of poplars provided by IFN. |
|
59 - Unsupervised line network extraction from remotely sensed images by polyline process. C. Lacoste and X. Descombes and J. Zerubia and N. Baghdadi. In Proc. European Signal Processing Conference (EUSIPCO), University of Technology, Vienna, Austria, September 2004.
@INPROCEEDINGS{lacoste04b,
|
author |
= |
{Lacoste, C. and Descombes, X. and Zerubia, J. and Baghdadi, N.}, |
title |
= |
{Unsupervised line network extraction from remotely sensed images by polyline process}, |
year |
= |
{2004}, |
month |
= |
{September}, |
booktitle |
= |
{Proc. European Signal Processing Conference (EUSIPCO)}, |
address |
= |
{University of Technology, Vienna, Austria}, |
url |
= |
{http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7079995}, |
pdf |
= |
{http://www.eurasip.org/Proceedings/Eusipco/Eusipco2004/defevent/papers/cr1608.pdf}, |
keyword |
= |
{} |
} |
|
60 - A Discontinuity detector for building extraction from Digital Elevation Models by stochastic geometry. M. Ortner and X. Descombes and J. Zerubia. In Proc. European Signal Processing Conference (EUSIPCO), University of Technology, Vienna, Austria, September 2004. Note : this paper has received a Young Authors award
@INPROCEEDINGS{ortner04b,
|
author |
= |
{Ortner, M. and Descombes, X. and Zerubia, J.}, |
title |
= |
{A Discontinuity detector for building extraction from Digital Elevation Models by stochastic geometry}, |
year |
= |
{2004}, |
month |
= |
{September}, |
booktitle |
= |
{Proc. European Signal Processing Conference (EUSIPCO)}, |
address |
= |
{University of Technology, Vienna, Austria}, |
note |
= |
{this paper has received a Young Authors award}, |
url |
= |
{http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7079720}, |
keyword |
= |
{} |
} |
|
61 - Tree Crown Extraction using Marked Point Processes. G. Perrin and X. Descombes and J. Zerubia. In Proc. European Signal Processing Conference (EUSIPCO), University of Technology, Vienna, Austria, September 2004. Keywords : RJMCMC, Marked point process, Simulated Annealing, Tree Crown Extraction, Object extraction, Stochastic geometry.
@INPROCEEDINGS{perrin04a,
|
author |
= |
{Perrin, G. and Descombes, X. and Zerubia, J.}, |
title |
= |
{Tree Crown Extraction using Marked Point Processes}, |
year |
= |
{2004}, |
month |
= |
{September}, |
booktitle |
= |
{Proc. European Signal Processing Conference (EUSIPCO)}, |
address |
= |
{University of Technology, Vienna, Austria}, |
pdf |
= |
{ftp://ftp-sop.inria.fr/ariana/Articles/perrin_eusipco2004.pdf}, |
ps |
= |
{ftp://ftp-sop.inria.fr/ariana/Articles/perrin_eusipco2004.ps.gz}, |
keyword |
= |
{RJMCMC, Marked point process, Simulated Annealing, Tree Crown Extraction, Object extraction, Stochastic geometry} |
} |
Abstract :
In this paper we aim at extracting tree crowns from remotely sensed images. Our approach is to consider that these images are some realizations of a marked point process. The first step is to define the geometrical objects that design the trees, and the density of the process.
Then, we use a Reversible Jump Markov Chain Monte Carlo dynamics and a simulated annealing to get the maximum a posteriori estimator of the tree crown distribution on the image. Transitions of the Markov chain are managed by some specific proposition kernels.
Results are shown on aerial images of poplars provided by IFN. |
|
62 - A Reversible Jump MCMC sampler for building detection in image processing. M. Ortner and X. Descombes and J. Zerubia. In Monte Carlo Methods and Quasi-Monte Carlo Methods, series Special Se, Juan les Pins (France), June 2004.
@INPROCEEDINGS{mcmcqmc,
|
author |
= |
{Ortner, M. and Descombes, X. and Zerubia, J.}, |
title |
= |
{A Reversible Jump MCMC sampler for building detection in image processing}, |
year |
= |
{2004}, |
month |
= |
{June}, |
booktitle |
= |
{Monte Carlo Methods and Quasi-Monte Carlo Methods}, |
series |
= |
{Special Se}, |
address |
= |
{Juan les Pins (France)}, |
url |
= |
{http://link.springer.com/chapter/10.1007%2F3-540-31186-6_23}, |
keyword |
= |
{} |
} |
|
63 - A Bayesian Geometric Model for Line Network Extraction from Satellite Images. C. Lacoste and X. Descombes and J. Zerubia and N. Baghdadi. In Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Montreal, Quebec, Canada, May 2004.
@INPROCEEDINGS{lacoste04a,
|
author |
= |
{Lacoste, C. and Descombes, X. and Zerubia, J. and Baghdadi, N.}, |
title |
= |
{A Bayesian Geometric Model for Line Network Extraction from Satellite Images}, |
year |
= |
{2004}, |
month |
= |
{May}, |
booktitle |
= |
{Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)}, |
address |
= |
{Montreal, Quebec, Canada}, |
url |
= |
{http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=1326607}, |
keyword |
= |
{} |
} |
|
64 - Marked Point Process in Image Analysis : from Context to Geometry. X. Descombes and F. Kruggel and C. Lacoste and M. Ortner and G. Perrin and J. Zerubia. In International Conference on Spatial Point Process Modelling and its Application (SPPA), Castellon, Spain, 2004. Keywords : RJMCMC, Object extraction, Marked point process, Stochastic geometry.
@INPROCEEDINGS{geostoch04a,
|
author |
= |
{Descombes, X. and Kruggel, F. and Lacoste, C. and Ortner, M. and Perrin, G. and Zerubia, J.}, |
title |
= |
{Marked Point Process in Image Analysis : from Context to Geometry}, |
year |
= |
{2004}, |
booktitle |
= |
{International Conference on Spatial Point Process Modelling and its Application (SPPA)}, |
address |
= |
{Castellon, Spain}, |
pdf |
= |
{ftp://ftp-sop.inria.fr/ariana/Articles/SPPA_2004.pdf}, |
ps |
= |
{ftp://ftp-sop.inria.fr/ariana/Articles/SPPA_2004.ps.gz}, |
keyword |
= |
{RJMCMC, Object extraction, Marked point process, Stochastic geometry} |
} |
Abstract :
We consider the marked point process framework as a natural extension of the Markov random field approach in image analysis. We consider a general model defined by its density allowing us to consider some geometrical constraints on objects and between objects in feature extraction problems. Some examples are derived for small brain lesions detection from MR Images, road network, tree crown and building extraction from remotely sensed images. The results obtained on real data show the relevance of the proposal approach. |
|
65 - Extraction automatique de caricatures de bâtiments sur des Modèles Numériques d'Elèvation. M. Ortner and X. Descombes and J. Zerubia. In Pixels et Cités, ENSG, Marne la Vallée, France, November 2003.
@INPROCEEDINGS{mathiaspix,
|
author |
= |
{Ortner, M. and Descombes, X. and Zerubia, J.}, |
title |
= |
{Extraction automatique de caricatures de bâtiments sur des Modèles Numériques d'Elèvation}, |
year |
= |
{2003}, |
month |
= |
{November}, |
booktitle |
= |
{Pixels et Cités}, |
address |
= |
{ENSG, Marne la Vallée, France}, |
pdf |
= |
{Articles/PixelsCites2003.pdf}, |
keyword |
= |
{} |
} |
|
66 - Un Nouveau Modèle Pour L'extraction de Caricatures de Bâtiments sur Des Modèles Numériques D'Élèvation. M. Ortner and X. Descombes and J. Zerubia. In Proc. Traitement et Analyse de l'Information - Méthodes et Applications (TAIMA), Hammamet, Tunisia, October 2003.
@INPROCEEDINGS{mathiastaima,
|
author |
= |
{Ortner, M. and Descombes, X. and Zerubia, J.}, |
title |
= |
{Un Nouveau Modèle Pour L'extraction de Caricatures de Bâtiments sur Des Modèles Numériques D'Élèvation}, |
year |
= |
{2003}, |
month |
= |
{October}, |
booktitle |
= |
{Proc. Traitement et Analyse de l'Information - Méthodes et Applications (TAIMA)}, |
address |
= |
{Hammamet, Tunisia}, |
url |
= |
{http://conferences.telecom-bretagne.eu/taima/_2003/}, |
keyword |
= |
{} |
} |
|
67 - Extraction de réseaux linéiques à partir d'images satellitaires par processus Markov objet. C. Lacoste and X. Descombes and J. Zerubia and N. Baghdadi. In Proc. GRETSI Symposium on Signal and Image Processing, Paris, France, September 2003.
@INPROCEEDINGS{lacosteXDJZNB03,
|
author |
= |
{Lacoste, C. and Descombes, X. and Zerubia, J. and Baghdadi, N.}, |
title |
= |
{Extraction de réseaux linéiques à partir d'images satellitaires par processus Markov objet}, |
year |
= |
{2003}, |
month |
= |
{September}, |
booktitle |
= |
{Proc. GRETSI Symposium on Signal and Image Processing}, |
address |
= |
{Paris, France}, |
url |
= |
{http://documents.irevues.inist.fr/handle/2042/13529}, |
keyword |
= |
{} |
} |
|
68 - Road Network Extraction in Remote Sensing by a Markov Object Process. C. Lacoste and X. Descombes and J. Zerubia. In Proc. IEEE International Conference on Image Processing (ICIP), Barcelona, Spain, September 2003.
@INPROCEEDINGS{lacosteXDJZ03,
|
author |
= |
{Lacoste, C. and Descombes, X. and Zerubia, J.}, |
title |
= |
{Road Network Extraction in Remote Sensing by a Markov Object Process}, |
year |
= |
{2003}, |
month |
= |
{September}, |
booktitle |
= |
{Proc. IEEE International Conference on Image Processing (ICIP)}, |
address |
= |
{Barcelona, Spain}, |
url |
= |
{http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1247420}, |
keyword |
= |
{} |
} |
|
69 - Remotely sensed image segmentation using an object point process. S. Drot and H. Le Men and X. Descombes and J. Zerubia. In Proc. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Toulouse, France, July 2003.
@INPROCEEDINGS{drot,
|
author |
= |
{Drot, S. and Le Men, H. and Descombes, X. and Zerubia, J.}, |
title |
= |
{Remotely sensed image segmentation using an object point process}, |
year |
= |
{2003}, |
month |
= |
{July}, |
booktitle |
= |
{Proc. IEEE International Geoscience and Remote Sensing Symposium (IGARSS)}, |
address |
= |
{Toulouse, France}, |
url |
= |
{http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=1294331}, |
keyword |
= |
{} |
} |
|
70 - Urban Scene Rendering using Object Description. F. Cerdat and X. Descombes and J. Zerubia. In Proc. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Toulouse, France, July 2003.
@INPROCEEDINGS{fcerdat,
|
author |
= |
{Cerdat, F. and Descombes, X. and Zerubia, J.}, |
title |
= |
{Urban Scene Rendering using Object Description}, |
year |
= |
{2003}, |
month |
= |
{July}, |
booktitle |
= |
{Proc. IEEE International Geoscience and Remote Sensing Symposium (IGARSS)}, |
address |
= |
{Toulouse, France}, |
url |
= |
{http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=1293679}, |
keyword |
= |
{} |
} |
|
71 - Building Extraction from Digital Elevation Model.. M. Ortner and X. Descombes and J. Zerubia. In Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Honk Kong, 2003.
@INPROCEEDINGS{mathiasicassp,
|
author |
= |
{Ortner, M. and Descombes, X. and Zerubia, J.}, |
title |
= |
{Building Extraction from Digital Elevation Model.}, |
year |
= |
{2003}, |
booktitle |
= |
{Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)}, |
address |
= |
{Honk Kong}, |
url |
= |
{http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=1199477}, |
keyword |
= |
{} |
} |
|
72 - Segmentation of Pathological Features in MRI Brain Datasets. F. Kruggel and C. Chalopin and X. Descombes and V. Kovalev and J.C. Rajapakse. In ICONIP, invited paper, Singapore, November 2002.
@INPROCEEDINGS{kruggelXd,
|
author |
= |
{Kruggel, F. and Chalopin, C. and Descombes, X. and Kovalev, V. and Rajapakse, J.C.}, |
title |
= |
{Segmentation of Pathological Features in MRI Brain Datasets}, |
year |
= |
{2002}, |
month |
= |
{November}, |
booktitle |
= |
{ICONIP, invited paper}, |
address |
= |
{Singapore}, |
url |
= |
{http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1201981}, |
keyword |
= |
{} |
} |
|
73 - Fusion of Radiometry and Textural Information for SIRC Image Classification. O. Viveros-Cancino and X. Descombes and J. Zerubia and N. Baghdadi. In Proc. IEEE International Conference on Image Processing (ICIP), Rochester, USA, September 2002.
@INPROCEEDINGS{oscarbaghdadi,
|
author |
= |
{Viveros-Cancino, O. and Descombes, X. and Zerubia, J. and Baghdadi, N.}, |
title |
= |
{Fusion of Radiometry and Textural Information for SIRC Image Classification}, |
year |
= |
{2002}, |
month |
= |
{September}, |
booktitle |
= |
{Proc. IEEE International Conference on Image Processing (ICIP)}, |
address |
= |
{Rochester, USA}, |
url |
= |
{http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1038916}, |
keyword |
= |
{} |
} |
|
74 - A Gauss-Markov Model for Hyperspectral Texture Analysis of Urban Areas. G. Rellier and X. Descombes and J. Zerubia and F. Falzon. In Proc. International Conference on Pattern Recognition (ICPR), Québec, Canada, August 2002.
@INPROCEEDINGS{rellierXDfalzon,
|
author |
= |
{Rellier, G. and Descombes, X. and Zerubia, J. and Falzon, F.}, |
title |
= |
{A Gauss-Markov Model for Hyperspectral Texture Analysis of Urban Areas}, |
year |
= |
{2002}, |
month |
= |
{August}, |
booktitle |
= |
{Proc. International Conference on Pattern Recognition (ICPR)}, |
address |
= |
{Québec, Canada}, |
url |
= |
{http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1044850}, |
keyword |
= |
{} |
} |
|
75 - Object Point Processes for Image Segmentation. S. Drot and X. Descombes and H. Le Men and J. Zerubia. In Proc. International Conference on Pattern Recognition (ICPR), Québec, Canada, August 2002.
@INPROCEEDINGS{drotXD,
|
author |
= |
{Drot, S. and Descombes, X. and Le Men, H. and Zerubia, J.}, |
title |
= |
{Object Point Processes for Image Segmentation}, |
year |
= |
{2002}, |
month |
= |
{August}, |
booktitle |
= |
{Proc. International Conference on Pattern Recognition (ICPR)}, |
address |
= |
{Québec, Canada}, |
url |
= |
{http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1048453}, |
keyword |
= |
{} |
} |
|
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