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Publications ~ year 2010 Monday, October 23rd 2017, 01:01

Publications of 2010

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11 Articles
1 - A Marked Point Process for Modeling Lidar Waveforms.
C. Mallet and F. Lafarge and M. Roux and U. Soergel and F. Bretar and C. Heipke. IEEE Trans. Image Processing, 19(12): pages 3204-3221, December 2010.
Keywords : Clustering algorithms, Image color analysis, Image edge detection, Image segmentation, Monte Carlo Sampling, Object-based stochastic model.
2 - Geometric Feature Extraction by a Multi-Marked Point Process .
F. Lafarge and G. Gimel'farb and X. Descombes. IEEE Trans. Pattern Analysis and Machine Intelligence, 32(9): pages 1597-1609, September 2010.
Keywords : Shape extraction, Spatial point process, Stochastic geometry, fast optimization, Texture, remote sensing.
3 - A formal Gamma-convergence approach for the detection of points in 2-D biological images.
D. Graziani and G. Aubert and L. Blanc-Féraud. SIAM Journal on Imaging Sciences, 3(3): pages 578-594, September 2010.
Keywords : points detection, curvature-depending functionals, divergence-measure fields.
4 - Régularité et parcimonie pour les problèmes inverses en imagerie : algorithmes et comparaisons.
M. Carlavan and P. Weiss and L. Blanc-Féraud. Traitement du Signal, 27(2): pages 189-219, September 2010.
Keywords : Inverse Problems, Regularization, Total variation, Wavelets.
5 - Variational approximation for detecting point-like target problems.
D. Graziani and G. Aubert. COCV: Esaim Control Optimization and Calculus of Variations DOI: 10.1051/cocv/2010029, August 2010.
Keywords : points detection, Biological images, divergence-measure fields.
6 - Insertion of 3D-primitives in mesh-based representations: Towards compact models preserving the details.
F. Lafarge and R. Keriven and M. Brédif. IEEE Trans. Image Processing, 19(7): pages 1683-1694, July 2010.
Keywords : 3-D reconstruction, Graph-cut , Shape extraction, urban scenes.
7 - Extended Phase Field Higher-Order Active Contour Models for Networks.
T. Peng and I. H. Jermyn and V. Prinet and J. Zerubia. International Journal of Computer Vision, 88(1): pages 111-128, May 2010.
Keywords : Active contour, Phase Field, Shape prior, Parameter analysis, remote sensing, Road network extraction.
8 - Unsupervised line network extraction in remote sensing using a polyline process.
C. Lacoste and X. Descombes and J. Zerubia. Pattern Recognition, 43(4): pages 1631-1641, April 2010.
Keywords : Marked point process, Line networks, Road network extraction.
9 - Structural approach for building reconstruction from a single DSM.
F. Lafarge and X. Descombes and J. Zerubia and M. Pierrot-Deseilligny. IEEE Trans. Pattern Analysis and Machine Intelligence, 32(1): pages 135-147, January 2010.
10 - Shape Analysis of Elastic Curves in Euclidean Spaces.
S. Joshi and E. Klassen and W. Liu and I. H. Jermyn and A. Srivastava. IEEE Trans. Pattern Analysis and Machine Intelligence, 33(7): pages 1415-1428, 2010.
Note : to appear
Keywords : shape analysis, elastic deformations, Riemannian elastic metric.
11 - A Point Process for Fully Automatic Road Network Detection in Satellite and Aerial Images.
P. Cariou and X. Descombes and E. Zhizhina. Problems of Information Transmission, 10(3): pages 247-256, 2010.
Keywords : Marked point process, birth and death process, Road network extraction.

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PhD Thesis and Habilitation
1 - Phase fields for network extraction from images.
A. El Ghoul. PhD Thesis, Universite de Nice - Sophia-Antipolis, September 2010.
Keywords : Shape prior, Higher-order actif contours, Phase Field, Stability analysis, Directed networks, river extraction.

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17 Conference articles
1 - Multiple Birth and Cut Algorithm for Point Process Optimization.
A. Gamal Eldin and X. Descombes and J. Zerubia. In Proc. IEEE International Conference on Signal-Image Technology and Internet-based Systems (SITIS), Kuala Lumpur, Malaysia, December 2010.
Keywords : Multiple Birth and Cut, Graph Cut, Multiple Birth and Death, Marked point process.
2 - A theoretical and numerical study of a phase field higher-order active contour model of directed networks.
A. El Ghoul and I. H. Jermyn and J. Zerubia. In The Tenth Asian Conference on Computer Vision (ACCV), Queenstown, New Zealand, November 2010.
Keywords : Phase Field, Shape prior, Directed networks, Stability analysis, river extraction, remote sensing.
Copyright : Springer-Verlag GmbH Berlin Heidelberg
3 - Point-spread function model for fluorescence MACROscopy imaging.
P. Pankajakshan and Z. Kam and A. Dieterlen and G. Engler and L. Blanc-Féraud and J. Zerubia and J.C. Olivo-Marin. In Asilomar Conference on Signals, Systems and Computers, pages 1364-136, Pacific Grove, CA, USA , November 2010.
Keywords : fluorescence MACROscopy , point-spread function, pupil function, vignetting .
4 - Parameter estimation for a marked point process within a framework of multidimensional shape extraction from remote sensing images.
S. Ben Hadj and F. Chatelain and X. Descombes and J. Zerubia. In Proc. ISPRS Technical Commission III Symposium on Photogrammetry Computer Vision and Image Analysis (PCV), Paris, France, September 2010.
Keywords : Shape extraction, Marked point process, RJMCMC, Simulated Annealing, Stochastic EM (SEM).
5 - Tree crown detection in high resolution optical and LiDAR images of tropical forest.
J. Zhou and C. Proisy and X. Descombes and I. Hedhli and N. Barbier and J. Zerubia and J.-P. Gastellu-Etchegorry and P. Couteron. In Proc. SPIE Symposium on Remote Sensing, Toulouse, France, September 2010.
Keywords : Tropical forest, tree detection, Marked point process.
6 - Multi-spectral Image Analysis for Skin Pigmentation Classification.
S. Prigent and X. Descombes and D. Zugaj and P. Martel and J. Zerubia. In Proc. IEEE International Conference on Image Processing (ICIP), Hong-Kong, China, September 2010.
Keywords : skin hyper-pigmentation, Multi-spectral images, Support Vector Machines, Independant Component Analysis, Data reduction.
7 - Segmentation of networks from VHR remote sensing images using a directed phase field HOAC model.
A. El Ghoul and I. H. Jermyn and J. Zerubia. In Proc. ISPRS Technical Commission III Symposium on Photogrammetry Computer Vision and Image Analysis (PCV), Paris, France, September 2010.
Keywords : Phase Field, Shape prior, Directed networks, Road network extraction, river extraction, remote sensing.
Copyright : ISPRS
8 - Classification of very high resolution SAR images of urban areas by dictionary-based mixture models, copulas and Markov random fields using textural features.
A. Voisin and G. Moser and V. Krylov and S.B. Serpico and J. Zerubia. In Proc. of SPIE (SPIE Symposium on Remote Sensing 2010), Vol. 7830, Toulouse, France, September 2010.
Keywords : SAR Images, Supervised classification, Urban areas, Textural features, Copulas, Markov Random Fields.
Copyright : SPIE
9 - Building Detection in a Single Remotely Sensed Image with a Point Process of Rectangles.
C. Benedek and X. Descombes and J. Zerubia. In Proc. International Conference on Pattern Recognition (ICPR), Istanbul, Turkey, August 2010.
Keywords : Marked point process, multiple birth-and-death dynamics, Building extraction.
10 - Graph-based Analysis of Textured Images for Hierarchical Segmentation.
R. Gaetano and G. Scarpa and T. Sziranyi. In Proc. British Machine Vision Conference (BMVC), Aberystwyth, UK, August 2010.
11 - Multichannel SAR Image Classification by Finite Mixtures, Copula Theory and Markov Random Fields.
V. Krylov and G. Moser and S.B. Serpico and J. Zerubia. In Proc. of Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2010), Vol. 1305, pages 319-326, Chamonix, France, July 2010.
Keywords : multichannel SAR, Classification, probability density function estimation, Markov random field, copula.
Copyright : AIP
12 - Hybrid Multi-view Reconstruction by Jump-Diffusion.
F. Lafarge and R. Keriven and M. Brédif and H. Vu. In Proc. IEEE Computer Vision and Pattern Recognition (CVPR), San Franscico, U.S., June 2010.
13 - Spectral Analysis and Unsupervised SVM Classification for Skin Hyper-pigmentation Classification.
S. Prigent and X. Descombes and D. Zugaj and J. Zerubia. In Proc. IEEE Workshop on Hyperspectral Image and Signal Processing : Evolution in Remote Sensing (WHISPERS), Reykjavik, Iceland, June 2010.
Keywords : Sectral analysis, Data reduction, Projection pursuit, Support Vector Machines, skin hyper-pigmentation.
14 - Hidden fuzzy Markov chain model with K discrete classes.
A. Gamal Eldin and Fabien Salzenstein and Christophe Collet. In Information Sciences Signal Processing and their Applications (ISSPA), May 2010.
Keywords : hidden fuzzy Markov chain, multispectral image segmentation, parameterized joint density.
15 - Detection and tracking of threats in aerial infrared images by a minimal path approach.
G. Aubert and A. Baudour and L. Blanc-Féraud and L. Guillot and Y. Le Guilloux. In Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Dallas, Texas, USA, March 2010.
16 - Extraction of arbitrarily shaped objects using stochastic multiple birth-and-death dynamics and active contours.
M. S. Kulikova and I. H. Jermyn and X. Descombes and E. Zhizhina and J. Zerubia. In Proc. IS&T/SPIE Electronic Imaging, San Jose, USA, January 2010.
Keywords : Object extraction, Marked point process, Shape prior, Active contour, birth-and-death dynamics.
Copyright : Copyright 2010 by SPIE and IS&T. This paper was published in the proceedings of IS&T/SPIE Electronic Imaging 2010 Conference in San Jose, USA, and is made available as an electronic reprint with permission of SPIE and IS&T. One print or electronic copy may be made for personal use only. Systematic or multiple reproduction, distribution to multiple locations via electronic or other means, duplication of any material in this paper for a fee or for commercial purposes, or modification of the content of the paper are prohibited.
17 - High resolution SAR-image classification by Markov random fields and finite mixtures.
G. Moser and V. Krylov and S.B. Serpico and J. Zerubia. In Proc. of SPIE (IS&T/SPIE Electronic Imaging 2010), Vol. 7533, pages 753308, San Jose, USA, January 2010.
Keywords : SAR image classification, Dictionary, amplitude probability density, Stochastic EM (SEM), Markov random field, copula.
Copyright : SPIE

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2 Technical and Research Reports
1 - Complex wavelet regularization for 3D confocal microscopy deconvolution.
M. Carlavan and L. Blanc-Féraud. Research Report 7366, INRIA, August 2010.
Keywords : 3D confocal microscopy, Deconvolution, complex wavelet regularization, discrepancy principle, Alternating Direction technique.
2 - Estimation des paramètres de modèles de processus ponctuels marqués pour l'extraction d'objets en imagerie spatiale et aérienne haute résolution .
S. Ben Hadj and F. Chatelain and X. Descombes and J. Zerubia. Rapport de recherche 7350, INRIA, July 2010.
Keywords : Marked point process, RJMCMC, Simulated Annealing, Stochastic EM (SEM), pseudo-vraisemblance, Object extraction.

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2 Collection articles or Books chapters
1 - Detection and Recognition of a Collection of Objects in a Scene.
X. Descombes and I. H. Jermyn and J. Zerubia. In Inverse Problems in Vision and 3D Tomography, pages 155--189, series DSIP, Ed. ISTE, London ; John Wiley and Sons, New York, 2010.
2 - Blind Image Deconvolution.
L. Blanc-Féraud and Mugnier L. and A. Jalobeanu. In Inverse Problems in Vision and 3D Tomography, pages 97-121, Ed. series DSIP, Ed. ISTE, London ; John Wiley and Sons, New York, 2010.

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