@article{JVGR18, author = {Bombrun, Maxime and Jessop, D and Harris, Andrew and Barra, Vincent}, title = {An algorithm for the detection and characterisation of volcanic plumes using thermal camera imagery}, journal = {Journal of Volcanology and Geothermal Research}, year = {2018}, volume = {352}, doi = {10.1016/j.jvolgeores.2018.01.006}, pages = {26–37}, keywords = {Plume segmentation and tracking; Thermal-image processing; Parameters extraction}, }
@article{JGRB:JGRB51067, author = {Bombrun, Maxime and Harris, Andrew and Gurioli, Lucia and Battaglia, Jean and Barra, Vincent}, title = {Anatomy of a Strombolian eruption: Inferences from particle data recorded with thermal video}, journal = {Journal of Geophysical Research: Solid Earth}, year = {2015}, volume = {120}, number = {4}, issn = {2169-9356}, doi = {10.1002/2014JB011556}, pages = {2367–2387}, keywords = {Image processing, Data presentation and visualization, Geological, Remote sensing and disasters, Strombolian eruption, infrared, high speed, characterization} }
@article{abbess18, author = {Abbes, Ali and Farah, Mohammed and Farah, Imed and Barra, Vincent}, year = {To appear}, title = {A non-stationary NDVI time series modelling using triplet Markov chain}, booktitle = {International Journal of Information and Decision Sciences}, }
@book{CMVB18,
author = {Cornuejols, Antoine and Miclet, Laurent and Barra, Vincent },
title = {Apprentissage artificiel - 3e édition: Concepts et algorithmes},
year = {To appear},
publisher= {Eds. Eyrolles}
}
@inproceedings{DBLP:conf/scia/BombrunBH15,
author = {Maxime Bombrun and
Vincent Barra and
Andrew Harris},
title = {Analysis of Thermal Video for Coarse to Fine Particle Tracking in
Volcanic Explosion Plumes},
booktitle = {Image Analysis - 19th Scandinavian Conference, {SCIA} 2015, Copenhagen,
Denmark, June 15-17, 2015. Proceedings},
pages = {366--376},
year = {2015},
crossref = {DBLP:conf/scia/2015},
doi = {10.1007/978-3-319-19665-7_30},
timestamp = {Thu, 25 May 2017 01:00:00 +0200},
biburl = {http://dblp.org/rec/bib/conf/scia/BombrunBH15},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@article{Settouti:2017:NFS:3127600.3127610, author = {Settouti, Nesma and Chikh, Mohamed Amine and Barra, Vincent}, title = {A New Feature Selection Approach Based on Ensemble Methods in Semi-supervised Classification}, journal = {Pattern Anal. Appl.}, issue_date = {August 2017}, volume = {20}, number = {3}, month = aug, year = {2017}, issn = {1433-7541}, pages = {673–686}, numpages = {14}, doi = {10.1007/s10044-015-0524-9}, acmid = {3127610}, publisher = {Springer-Verlag}, address = {London, UK, UK}, keywords = {Co-forest, Ensemble methods, Feature selection, Large datasets, Medical diagnosis, Random Forest, Semi-supervised learning}, }
@article{Bechar2017, author=“Bechar, Mohammed El Amine and Settouti, Nesma and Barra, Vincent and Chikh, Mohamed Amine”, title=“Semi-supervised superpixel classification for medical images segmentation: application to detection of glaucoma disease”, journal=“Multidimensional Systems and Signal Processing”, year=“2017”, month=“Mar”, day=“14”, issn=“1573-0824”, doi=“10.1007/s11045-017-0483-y”, }
@article{JGRB:JGRB51067, author = {Bombrun, Maxime and Harris, Andrew and Gurioli, Lucia and Battaglia, Jean and Barra, Vincent}, title = {Anatomy of a Strombolian eruption: Inferences from particle data recorded with thermal video}, journal = {Journal of Geophysical Research: Solid Earth}, volume = {120}, number = {4}, issn = {2169-9356}, doi = {10.1002/2014JB011556}, pages = {2367–2387}, keywords = {Image processing, Data presentation and visualization, Geological, Remote sensing and disasters, Strombolian eruption, infrared, high speed, characterization}, year = {2015}, note = {2014JB011556}, }
@inproceedings{bombrun15, author = {Bombrun, Maxime and Jessop, David and Harris, Andrew and Barra, Vincent}, year = {2015}, month = {01}, pages = {}, title = {Plume Tracking Algorithm: Parameterisation of Volcanic Plume Dynamics},
booktitle = {Proc of 26 IUGG General Assembly, Prague},
}
@article{IJCEA16, author = {Abbes, Ali}, year = {2016}, month = {11}, pages = {1807-1812}, title = {Urban Growth Analysis Using Multi-Temporal Satellite Images, Non-stationary Decomposition Methods and Stochastic Modeling}, volume = {10}, booktitle = {International Journal of Computer, Electrical, Automation, Control and Information Engineering} }
@article{BV16, author = {Bombrun, Maxime and Spampinato, Letizia and Harris, Andrew and Barra, Vincent and Caltabiano, Tommaso}, year = {2016}, month = {02}, pages = {}, title = {On the transition from strombolian to fountaining activity: a thermal energy-based driver}, volume = {78}, booktitle = {Bulletin of Volcanology} }
@inproceedings{DBLP:conf/scia/BombrunBH15,
author = {Maxime Bombrun and
Vincent Barra and
Andrew Harris},
title = {Analysis of Thermal Video for Coarse to Fine Particle Tracking in
Volcanic Explosion Plumes},
booktitle = {Image Analysis - 19th Scandinavian Conference, {SCIA} 2015, Copenhagen,
Denmark, June 15-17, 2015. Proceedings},
pages = {366--376},
year = {2015},
crossref = {DBLP:conf/scia/2015},
doi = {10.1007/978-3-319-19665-7_30},
timestamp = {Thu, 25 May 2017 01:00:00 +0200},
biburl = {http://dblp.org/rec/bib/conf/scia/BombrunBH15},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@inproceedings{abbess15, author = {Abbes, Ali and Essid, Houcine and Farah, Imed and Barra, Vincent}, year = {2015}, month = {07}, pages = {338-341}, title = {Rare events detection in NDVI time-series using Jarque-Bera test}, booktitle = {Proceedings of the IEEE International Geoscience and Remote Sensing Symposium}, address = “Milan, Italy” }
@article{loosli2016learning,
title={Learning SVM in Krein Spaces},
author={Loosli, Ga{\"e}lle and Canu, St{\'e}phane and Ong, Cheng Soon},
journal={IEEE transactions on pattern analysis and machine intelligence},
volume={38},
number={6},
pages={1204--1216},
year={2016},
publisher={IEEE}
}
@patent{FR2993381,
title = {Procédé d'élaboration d'un discriminateur multi classe},
author = {Canu,Stéphane and Fournier,Jérôme and Grandvalet, Yves and Labbé, Benjamin and Loosli,Gaëlle and Quost,Benjamin },
year = {2015},
number = {FR2993381},
x-country={FR},
x-audience = {National},
x-language = {fr},
}
@inproceedings{loosli2016study,
title={Study on the loss of information caused by the "positivation" of graph kernels for 3D shapes},
author={Loosli, Ga{\"e}lle},
booktitle={Proceedings of ESANN (European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning), Bruges, Belgium},
year={2016}
}
@INPROCEEDINGS{,
author = "Dietenbeck, T. and Othmani, A. and Attene, M. and Favreau J.-M.", title = "A Framework for Mesh Segmentation and Annotation using Ontologies", booktitle = "Extraction et gestion des connaissances (EGC'2015), Actes, 27 au 30 janvier 2015, Luxembourg", year = "2015", keywords = "recent-publications, semantic, odds"
}
@article{othmani2015novel,
title={A novel Computer-Aided Tree Species Identification method based on Burst Wind Segmentation of 3D bark textures},
author={Othmani, Alice Ahlem and Jiang, Cansen and Lomenie, Nicolas and Favreau, Jean-Marie and Piboule, Alexandre and Voon, Lew FC Lew Yan},
journal={Machine Vision and Applications},
pages={1--16},
year={2015},
publisher={Springer},
keywords = "recent-publications, algorithmic-geometry"
}
@inproceedings{convexification_conf,
author = {Abdelkader, Ahmed and Arya, Sunil and da Fonseca, Guilherme D. and Mount, David M.},
booktitle = {ACM-SIAM Symposium on Discrete Algorithms (SODA 2019)},
title = {Approximate Nearest Neighbor Searching with Non-Euclidean and Weighted Distances},
pages = {},
doi = {},
url = {},
year = {2019},
}
@article{r11,
author = {da Fonseca, Guilherme D. and de S\'{a}, Vin\'{i}cius G. P. and Machado, Raphael and de Figueiredo, Celina M. H. },
title = {On the Recognition of Unit Disk Graphs and the Distance Geometry Problem with Ranges},
pages = {3--19},
doi = {10.1016/j.dam.2014.08.014},
journal = {Discrete Applied Mathematics},
volume = {197},
year = {2015},
}
@article{r12, author = {Emilio Vital Brazil and Guilherme D. da Fonseca and Celina M. H. de Figueiredo and Diana Sasaki}, title = {The Cost of Perfection for Matchings in Graphs}, journal = {Discrete Applied Mathematics}, doi = {10.1016/j.dam.2014.12.006}, volume = {210}, pages = {112–122}, year = {2016}, }
@article{r13, author = {Guilherme D. da Fonseca and Diana Sasaki and Bernard Ries}, title = {On the ratio between perfect matchings and maximum weight matchings of grids}, journal = {Discrete Applied Mathematics}, pages = {45–55}, doi = {10.1016/j.dam.2016.02.017}, volume = {207}, year = {2016}, }
@article{r14, author = {da Fonseca, Guilherme D. and de S\'{a}, Vin\'{i}cius G. P. and de Figueiredo, Celina M. H.}, title = {Shifting coresets: obtaining linear-time approximations for unit disk graphs and other geometric intersection graphs}, journal = {International Journal of Computational Geometry and Applications}, doi = {10.1142/S0218195917500078}, pages = {255–276}, volume = {27}, number = {4}, year = {2017}, url = {http://arxiv.org/abs/1402.4722}, }
@article{r15,
author = {Arya, Sunil and da Fonseca, Guilherme D. and Mount, David M.},
journal = {SIAM Journal on Computing},
title = {Approximate Polytope Membership Queries},
url = {http://arxiv.org/abs/1604.01183},
doi = {10.1137/16M1061096},
journal = {SIAM Journal on Computing},
pages = {1--51},
volume = {47},
number = {1},
year = {2018},
}
@article{r16,
author = {Arya, Sunil and da Fonseca, Guilherme D. and Mount, David M.},
title = {On the Combinatorial Complexity of Approximating Polytopes},
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doi = {10.1007/s00454-016-9856-5},
year = {2017},
volume = {58},
number = {4},
pages = {849--870},
url = {http://arxiv.org/abs/1604.01175},
}
@article{r17, author = {Gautam K. Das and Guilherme D. da Fonseca and Ramesh K. Jallu}, title = {Efficient Independent Set Approximation in Unit Disk Graphs}, journal = {Discrete Applied Mathematics}, doi = {10.1016/j.dam.2018.05.049}, year = {2018}, }
@inproceedings{c10, author = {da Fonseca, Guilherme D. and de S\'{a}, Vin\'{i}cius G. P. and de Figueiredo, Celina M. H.}, title = {Linear-Time Approximation Algorithms for Unit Disk Graphs}, booktitle = {Approximation and Online Algorithms (WAOA)}, series = {Lecture Notes in Computer Science}, volume = {8952}, pages = {132–143}, doi = {10.1007/978-3-319-18263-6_12}, year = {2015}, }
@inproceedings{c11,
author = {Arya, Sunil and da Fonseca, Guilherme D. and Mount, David M.},
booktitle = {International Symposium on Computational Geometry (SoCG)},
title = {On the Combinatorial Complexity of Approximating Polytopes},
pages = {11:1--15},
doi = {10.4230/LIPIcs.SoCG.2016.11},
url = {http://arxiv.org/abs/1604.01175},
year = {2016},
}
@inproceedings{c12,
author = {Arya, Sunil and da Fonseca, Guilherme D. and Mount, David M.},
booktitle = {ACM-SIAM Symposium on Discrete Algorithms (SODA)},
title = {Optimal Approximate Polytope Membership},
pages = {270--288},
doi = {10.1137/1.9781611974782.18},
url = {http://arxiv.org/abs/1612.01696},
year = {2017},
}
@inproceedings{c13,
author = {Arya, Sunil and da Fonseca, Guilherme D. and Mount, David M.},
booktitle = {International Symposium on Computational Geometry (SoCG)},
title = {Near-Optimal epsilon-Kernel Construction and Related Problems},
pages = {10:1--15},
doi = {10.4230/LIPIcs.SoCG.2017.10},
url = {http://arxiv.org/abs/1703.10868},
year = {2017},
}
@inproceedings{c14,
author = {Arya, Sunil and da Fonseca, Guilherme D. and Mount, David M.},
booktitle = {European Symposium on Algorithms (ESA)},
title = {Approximate Convex Intersection Detection with Applications to Width and {M}inkowski Sums},
pages = {3:1--14},
doi = {10.4230/LIPIcs.ESA.2018.3},
url = {http://arxiv.org/abs/1703.10868},
year = {2018},
}
@article{chafik16,
author = {Sebastian Kurtek and
Qian Xie and
Chafik, Samir and
Michel Canis},
year = {2016},
title = {Statistical model for simulation of deformable elastic endometrial
tissue shapes},
journal = {Neurocomputing},
volume = {173},
pages = {36--41}
}
@inproceedings{cvpr/SamirKSJ16,
author = {Chafik Samir and
Sebastian Kurtek and
Justin Strait and
Shantanu H. Joshi},
title = {A Statistical Framework for Elastic Shape Analysis of Spatio-Temporal
Evolutions of Planar Closed Curves},
booktitle = {2016 {IEEE CVPR} Conference on Computer Vision and Pattern Recognition
Workshops, Las Vegas, NV, USA, June 26 - July
1, 2016},
pages = {972--980},
year = {2016},
}
@inproceedings{BMVC/SamirKSB16,
author = {Chafik Samir and
P-Y Gousenbourger and
S. Joshi },
title = {Cylindrical Surface Reconstruction by Fitting Paths on Shape Space},
booktitle = {BMVC: Diff-CV, 2015},
year = {2015},
}
@inproceedings{miua/DeregnaucourtSY16,
author = {Thomas Deregnaucourt and
Chafik Samir and
Anne{-}Francoise Yao},
title = {A Regression Model for Registering Multimodal Images},
booktitle = {20th Conference on Medical Image Understanding and Analysis, {MIUA}
2016, Loughbrough University, Leicestershire, UK, July 6-8, 2016},
pages = {42--47},
year = {2016},
} @inproceedings{wacv/SamirKSB16,
author = {Chafik Samir and
Sebastian Kurtek and
Anuj Srivastava and
Noe Borges},
title = {An elastic functional data analysis framework for preoperative evaluation
of patients with Rheumatoid Arthritis},
booktitle = {2016 {IEEE} Winter Conference on Applications of Computer Vision,
{WACV} 2016, Lake Placid, NY, USA, March 7-10, 2016},
pages = {1--8},
year = {2016},
} @article{cmig/YavariabdiBSAC15,
author = {Amir Yavariabdi and
Adrien Bartoli and
Chafik Samir and
Maxime Artigues and
Michel Canis},
title = {Mapping and characterizing endometrial implants by registering 2D
transvaginal ultrasound to 3D pelvic magnetic resonance images},
journal = {Comp. Med. Imag. and Graph.},
volume = {45},
pages = {11--25},
year = {2015},
} @inproceedings{gsi/ArnouldGSAC15,
author = {Antoine Arnould and
Pierre{-}Yves Gousenbourger and
Chafik Samir and
Pierre{-}Antoine Absil and
Michel Canis},
title = {Fitting Smooth Paths on Riemannian Manifolds: Endometrial Surface
Reconstruction and Preoperative MRI-Based Navigation},
booktitle = {Geometric Science of Information - Second International Conference,
{GSI} 2015, Palaiseau, France, October 28-30, 2015, Proceedings},
pages = {491--498},
year = {2015},
} @inproceedings{ipta/KhoualedSSKH15,
author = {Samir Khoualed and
A. Sarbinowski and
Chafik Samir and
Sebastian Kurtek and
Constance Hordonneau},
title = {A new curves-based method for adaptive multimodal registration},
booktitle = {2015 International Conference on Image Processing Theory, Tools and
Applications, {IPTA} 2015, Orleans, France, November 10-13, 2015},
pages = {391--396},
year = {2015},
} @article{tmi/SamirKSC14,
author = {Chafik Samir and
Sebastian Kurtek and
Anuj Srivastava and
Michel Canis},
title = {Elastic Shape Analysis of Cylindrical Surfaces for 3D/2D Registration
in Endometrial Tissue Characterization},
journal = {{IEEE} Trans. Med. Imaging},
volume = {33},
number = {5},
pages = {1035--1043},
year = {2015},
}
@inproceedings{miua/YavariabdiSH15,
author = {Amir Yavariabdi and
Chafik Samir and
Constance Hordonneau},
title = {Curves-Driven Smooth Deformation Field for Multimodal {TVUS-MR} Image
Registration},
booktitle = {Medical Image Understanding and Analysis - {MIUA} 2015. 19th Annual
Conference, University of Lincoln, Lincoln, UK, July 15-17, 2015.},
pages = {20--25},
year = {2015},
}
@article{DBLP:journals/jmiv/Gerard17,
author = {Yan Gerard},
title = {About the Decidability of Polyhedral Separability in the Lattice Z^d
- Recognizing Digital Polyhedra with a Prescribed Number of Faces},
journal = {Journal of Mathematical Imaging and Vision},
volume = {59},
number = {1},
pages = {52--68},
year = {2017}
}
@inproceedings{DBLP:conf/dgci/Gerard17,
author = {Yan G{\'{e}}rard},
title = {Recognition of Digital Polyhedra with a Fixed Number of Faces Is Decidable
in Dimension 3},
booktitle = {{DGCI}},
series = {Lecture Notes in Computer Science},
volume = {10502},
pages = {279--290},
publisher = {Springer},
year = {2017}
}
@article{DBLP:journals/tcs/GerardVF16,
author = {Yan G{\'{e}}rard and
Antoine Vacavant and
Jean{-}Marie Favreau},
title = {Tight bounds in the quadtree complexity theorem and the maximal number
of pixels crossed by a curve of given length},
journal = {Theoretical Computer Science},
volume = {624},
pages = {41--55},
year = {2016}
}
@inproceedings{DBLP:conf/dgci/Gerard16,
author = {Yan G{\'{e}}rard},
title = {Recognition of Digital Polyhedra with a Fixed Number of Faces},
booktitle = {{DGCI}},
series = {Lecture Notes in Computer Science},
volume = {9647},
pages = {415--426},
publisher = {Springer},
year = {2016}
}
@article{DBLP:journals/pami/BartoliGCCP15,
author = {Adrien Bartoli and
Yan G{\'{e}}rard and
Fran{\c{c}}ois Chadebecq and
Toby Collins and
Daniel Pizarro},
title = {Shape-from-Template},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {37},
number = {10},
pages = {2099--2118},
year = {2015}
}
@inproceedings{DBLP:conf/icassp/FradiSY18,
author = {Anis Fradi and
Chafik Samir and
Anne{-}Fran{\c{c}}oise Yao},
title = {Manifold-Based Inference for a Supervised Gaussian Process Classifier},
booktitle = {2018 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018},
pages = {4239--4243},
year = {2018},
doi = {10.1109/ICASSP.2018.8461840},
}
@inproceedings{DBLP:conf/rjcia/MbayeYS18,
author = {Papa Alioune Meissa Mbaye and
Anne{-}Fran{\c{c}}oise Yao and
Chafik Samir},
title = {M{\'{e}}thode non param{\'{e}}trique pour l'analyse et la
classification des donn{\'{e}}es fonctionnelles(Non-parametric
method for analysis and classification of functional data)},
booktitle = {Actes de la Conf{\'{e}}rence Nationale d'Intelligence Artificielle
et Rencontres des Jeunes Chercheurs en Intelligence Artificielle {(CNIA+RJCIA}
2018), Nancy, France, 4-6 Juillet 2018.},
pages = {19--26},
year = {2018},
url = {http://ceur-ws.org/Vol-2133/rjcia-paper3.pdf},
}
@inproceedings{DBLP:conf/rjcia/DeregnaucourtSY18,
author = {Thomas Deregnaucourt and
Chafik Samir and
Anne{-}Fran{\c{c}}oise Yao},
title = {Inf{\'{e}}rence bay{\'{e}}sienne pour l'estimation de d{\'{e}}formations
larges par champs gaussien : application au recalage d'images multi-modales(Bayesian
inference for estimation of large deformations by Gaussian random
fields: application to multimodal image registration)},
booktitle = {Actes de la Conf{\'{e}}rence Nationale d'Intelligence Artificielle
et Rencontres des Jeunes Chercheurs en Intelligence Artificielle {(CNIA+RJCIA}
2018), Nancy, France, 4-6 Juillet 2018.},
pages = {43--49},
year = {2018},
url = {http://ceur-ws.org/Vol-2133/rjcia-paper6.pdf},
}
@inproceedings{digitalconvexity,
author = {Lo\"ic Crombez and Guilherme D. da Fonseca and Yan G\'erard},
booktitle = {International Conference on Discrete Geometry for Computer Imagery (DGCI 2019)},
title = {Efficient Algorithms to Test Digital Convexity},
pages = {},
doi = {},
url = {},
year = {2019},
}