Publications (since 2015)

To appear (2)
  • Ali Abbes, Mohammed Farah, Imed Farah, Vincent Barra A non-stationary NDVI time series modelling using triplet Markov chain. In International Journal of Information and Decision Sciences. (To appear). bibtex
  • Antoine Cornuejols, Laurent Miclet, Vincent Barra Apprentissage artificiel - 3e édition: Concepts et algorithmes. Eds. Eyrolles. (To appear). bibtex
2018 (4)
  • Maxime Bombrun, D Jessop, Andrew Harris, Vincent Barra An algorithm for the detection and characterisation of volcanic plumes using thermal camera imagery. Journal of Volcanology and Geothermal Research 352 pp. 26–37. (2018). doi bibtex
  • Sunil Arya, Guilherme D. da Fonseca, David M. Mount Approximate Polytope Membership Queries. SIAM Journal on Computing 47 (1) pp. 1–51. (2018). doi web bibtex
  • Gautam K. Das, Guilherme D. da Fonseca, Ramesh K. Jallu Efficient Independent Set Approximation in Unit Disk Graphs. Discrete Applied Mathematics (2018). doi bibtex
  • Sunil Arya, Guilherme D. da Fonseca, David M. Mount Approximate Convex Intersection Detection with Applications to Width and Minkowski Sums. In European Symposium on Algorithms (ESA). pp. 3:1–14. (2018). doi web bibtex
2017 (8)
  • Nesma Settouti, Mohamed Amine Chikh, Vincent Barra A New Feature Selection Approach Based on Ensemble Methods in Semi-supervised Classification. Pattern Anal. Appl. 20 (3) pp. 673–686. Springer-Verlag. London, UK, UK (aug/2017). doi bibtex
  • Mohammed El Amine Bechar, Nesma Settouti, Vincent Barra, Mohamed Amine Chikh Semi-supervised superpixel classification for medical images segmentation: application to detection of glaucoma disease. Multidimensional Systems and Signal Processing (Mar/2017). doi bibtex
  • Guilherme D. da Fonseca, Vinícius G. P. de Sá, Celina M. H. de Figueiredo Shifting coresets: obtaining linear-time approximations for unit disk graphs and other geometric intersection graphs. International Journal of Computational Geometry and Applications 27 (4) pp. 255–276. (2017). doi web bibtex
  • Sunil Arya, Guilherme D. da Fonseca, David M. Mount On the Combinatorial Complexity of Approximating Polytopes. Discrete and Computational Geometry 58 (4) pp. 849–870. (2017). doi web bibtex
  • Sunil Arya, Guilherme D. da Fonseca, David M. Mount Optimal Approximate Polytope Membership. In ACM-SIAM Symposium on Discrete Algorithms (SODA). pp. 270–288. (2017). doi web bibtex
  • Sunil Arya, Guilherme D. da Fonseca, David M. Mount Near-Optimal epsilon-Kernel Construction and Related Problems. In International Symposium on Computational Geometry (SoCG). pp. 10:1–15. (2017). doi web bibtex
  • Yan Gerard About the Decidability of Polyhedral Separability in the Lattice Z^d - Recognizing Digital Polyhedra with a Prescribed Number of Faces. Journal of Mathematical Imaging and Vision 59 (1) pp. 52–68. (2017). bibtex
  • Yan Gérard Recognition of Digital Polyhedra with a Fixed Number of Faces Is Decidable in Dimension 3. In DGCI. pp. 279–290. Springer. (2017). bibtex
2016 (13)
  • Ali Abbes Urban Growth Analysis Using Multi-Temporal Satellite Images, Non-stationary Decomposition Methods and Stochastic Modeling. In International Journal of Computer, Electrical, Automation, Control and Information Engineering. pp. 1807-1812. (11/2016). bibtex
  • Maxime Bombrun, Letizia Spampinato, Andrew Harris, Vincent Barra, Tommaso Caltabiano On the transition from strombolian to fountaining activity: a thermal energy-based driver. In Bulletin of Volcanology. (02/2016). bibtex
  • Gaëlle Loosli, Stéphane Canu, Cheng Soon Ong Learning SVM in Krein Spaces. IEEE transactions on pattern analysis and machine intelligence 38 (6) pp. 1204–1216. IEEE. (2016). bibtex
  • Gaëlle Loosli Study on the loss of information caused by the “positivation” of graph kernels for 3D shapes. In Proceedings of ESANN (European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning), Bruges, Belgium. (2016). bibtex
  • Emilio Vital Brazil, Guilherme D. da Fonseca, Celina M. H. de Figueiredo, Diana Sasaki The Cost of Perfection for Matchings in Graphs. Discrete Applied Mathematics 210 pp. 112–122. (2016). doi bibtex
  • Guilherme D. da Fonseca, Diana Sasaki, Bernard Ries On the ratio between perfect matchings and maximum weight matchings of grids. Discrete Applied Mathematics 207 pp. 45–55. (2016). doi bibtex
  • Sunil Arya, Guilherme D. da Fonseca, David M. Mount On the Combinatorial Complexity of Approximating Polytopes. In International Symposium on Computational Geometry (SoCG). pp. 11:1–15. (2016). doi web bibtex
  • Sebastian Kurtek, Qian Xie, Samir Chafik, Michel Canis Statistical model for simulation of deformable elastic endometrial tissue shapes. Neurocomputing 173 pp. 36–41. (2016). bibtex
  • Chafik Samir, Sebastian Kurtek, Justin Strait, Shantanu H. Joshi A Statistical Framework for Elastic Shape Analysis of Spatio-Temporal Evolutions of Planar Closed Curves. In 2016 IEEE CVPR Conference on Computer Vision and Pattern Recognition Workshops, Las Vegas, NV, USA, June 26 - July 1, 2016. pp. 972–980. (2016). bibtex
  • Thomas Deregnaucourt, Chafik Samir, Anne-Francoise Yao A Regression Model for Registering Multimodal Images. In 20th Conference on Medical Image Understanding and Analysis, MIUA 2016, Loughbrough University, Leicestershire, UK, July 6-8, 2016. pp. 42–47. (2016). bibtex
  • Chafik Samir, Sebastian Kurtek, Anuj Srivastava, Noe Borges An elastic functional data analysis framework for preoperative evaluation of patients with Rheumatoid Arthritis. In 2016 IEEE Winter Conference on Applications of Computer Vision, WACV 2016, Lake Placid, NY, USA, March 7-10, 2016. pp. 1–8. (2016). bibtex
  • Yan Gérard, Antoine Vacavant, Jean-Marie Favreau Tight bounds in the quadtree complexity theorem and the maximal number of pixels crossed by a curve of given length. Theoretical Computer Science 624 pp. 41–55. (2016). bibtex
  • Yan Gérard Recognition of Digital Polyhedra with a Fixed Number of Faces. In DGCI. pp. 415–426. Springer. (2016). bibtex
2015 (16)
  • Ali Abbes, Houcine Essid, Imed Farah, Vincent Barra Rare events detection in NDVI time-series using Jarque-Bera test. In Proceedings of the IEEE International Geoscience and Remote Sensing Symposium. pp. 338-341. Milan, Italy (07/2015). bibtex
  • Maxime Bombrun, David Jessop, Andrew Harris, Vincent Barra Plume Tracking Algorithm: Parameterisation of Volcanic Plume Dynamics. In Proc of 26 IUGG General Assembly, Prague. (01/2015). bibtex
  • Maxime Bombrun, Andrew Harris, Lucia Gurioli, Jean Battaglia, Vincent Barra Anatomy of a Strombolian eruption: Inferences from particle data recorded with thermal video. Journal of Geophysical Research: Solid Earth 120 (4) pp. 2367–2387. (2015). doi bibtex
  • Maxime Bombrun, Vincent Barra, Andrew Harris Analysis of Thermal Video for Coarse to Fine Particle Tracking in Volcanic Explosion Plumes. In Image Analysis - 19th Scandinavian Conference, SCIA 2015, Copenhagen, Denmark, June 15-17, 2015. Proceedings. pp. 366–376. (2015). doi bibtex
  • Stéphane Canu, Jérôme Fournier, Yves Grandvalet, Benjamin Labbé, Gaëlle Loosli, Benjamin Quost Procédé d'élaboration d'un discriminateur multi classe. (2015). bibtex
  • T. Dietenbeck, A. Othmani, M. Attene, Favreau J.-M. A Framework for Mesh Segmentation and Annotation using Ontologies. In Extraction et gestion des connaissances (EGC'2015), Actes, 27 au 30 janvier 2015, Luxembourg. (2015). bibtex
  • Alice Ahlem Othmani, Cansen Jiang, Nicolas Lomenie, Jean-Marie Favreau, Alexandre Piboule, Lew FC Lew Yan Voon A novel Computer-Aided Tree Species Identification method based on Burst Wind Segmentation of 3D bark textures. Machine Vision and Applications pp. 1–16. Springer. (2015). bibtex
  • Guilherme D. da Fonseca, Vinícius G. P. de Sá, Raphael Machado, Celina M. H. de Figueiredo On the Recognition of Unit Disk Graphs and the Distance Geometry Problem with Ranges. Discrete Applied Mathematics 197 pp. 3–19. (2015). doi bibtex
  • Guilherme D. da Fonseca, Vinícius G. P. de Sá, Celina M. H. de Figueiredo Linear-Time Approximation Algorithms for Unit Disk Graphs. In Approximation and Online Algorithms (WAOA). pp. 132–143. (2015). doi bibtex
  • Chafik Samir, P-Y Gousenbourger, S. Joshi Cylindrical Surface Reconstruction by Fitting Paths on Shape Space. In BMVC: Diff-CV, 2015. (2015). bibtex
  • Amir Yavariabdi, Adrien Bartoli, Chafik Samir, Maxime Artigues, Michel Canis Mapping and characterizing endometrial implants by registering 2D transvaginal ultrasound to 3D pelvic magnetic resonance images. Comp. Med. Imag. and Graph. 45 pp. 11–25. (2015). bibtex
  • Antoine Arnould, Pierre-Yves Gousenbourger, Chafik Samir, Pierre-Antoine Absil, Michel Canis Fitting Smooth Paths on Riemannian Manifolds: Endometrial Surface Reconstruction and Preoperative MRI-Based Navigation. In Geometric Science of Information - Second International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015, Proceedings. pp. 491–498. (2015). bibtex
  • Samir Khoualed, A. Sarbinowski, Chafik Samir, Sebastian Kurtek, Constance Hordonneau A new curves-based method for adaptive multimodal registration. In 2015 International Conference on Image Processing Theory, Tools and Applications, IPTA 2015, Orleans, France, November 10-13, 2015. pp. 391–396. (2015). bibtex
  • Chafik Samir, Sebastian Kurtek, Anuj Srivastava, Michel Canis Elastic Shape Analysis of Cylindrical Surfaces for 3D/2D Registration in Endometrial Tissue Characterization. IEEE Trans. Med. Imaging 33 (5) pp. 1035–1043. (2015). bibtex
  • Amir Yavariabdi, Chafik Samir, Constance Hordonneau Curves-Driven Smooth Deformation Field for Multimodal TVUS-MR Image Registration. In Medical Image Understanding and Analysis - MIUA 2015. 19th Annual Conference, University of Lincoln, Lincoln, UK, July 15-17, 2015.. pp. 20–25. (2015). bibtex
  • Adrien Bartoli, Yan Gérard, François Chadebecq, Toby Collins, Daniel Pizarro Shape-from-Template. IEEE Trans. Pattern Anal. Mach. Intell. 37 (10) pp. 2099–2118. (2015). bibtex