Jean-Philippe Pons |
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My research focuses on acquisition and semantization of 3D models of architectural and urban scenes, targeted towards simulation of physical phenomena at different spatial and temporal scales. My areas of expertise are computer vision and computational geometry, and especially 3D photography, i.e. automatic 3D modeling from digital photographs.
My research has led to novel image-based modeling algorithms, whose results compare favorably with the state of the art. Please consult our demo page. For a quantitative comparative evaluation of our algorithms, you may consult the online benchmark created by Christoph Strecha.
Selected publications
- A.-L. Chauve, P. Labatut and J.-P. Pons. Robust piecewise-planar 3D reconstruction and completion from large-scale unstructured point data. To appear in CVPR (IEEE Conference on Computer Vision and Pattern Recognition), San Francisco, USA, 2010.
- P. Labatut, J.-P. Pons and R. Keriven. Robust and efficient surface reconstruction from range data. In CGF (Computer Graphics Forum), 2009. [pdf]
- P. Labatut and J.-P. Pons. Hierarchical shape-based surface reconstruction for dense multi-view stereo. In 3DIM (IEEE International Workshop on 3-D Digital Imaging and Modeling), Kyoto, Japan, 2009. [pdf]
- H. H. Vu, R. Keriven, P. Labatut and J.-P. Pons. Towards high-resolution large-scale multi-view stereo. In CVPR (IEEE Conference on Computer Vision and Pattern Recognition), Miami, USA, 2009. [pdf]
- J.-D. Boissonnat, J.-P. Pons and M. Yvinec. From segmented images to good quality meshes using Delaunay refinement. In ETVC (Emerging Trends in Visual Computing), LNCS, volume 5416, 2009. [pdf]
- A. Delaunoy, E. Prados, P. Gargallo, J.-P. Pons, and P. Sturm. Minimizing the multi-view stereo reprojection error for triangular surface meshes. In BMVC (British Machine Vision Conference), Leeds, UK, 2008. [pdf]
- P. Labatut, J.-P. Pons, and R. Keriven. Efficient multi-view reconstruction of large-scale scenes using interest points, Delaunay triangulation and graph cuts. In ICCV (IEEE International Conference on Computer Vision), Rio de Janeiro, Brazil, 2007. [pdf]
- E. Aganj, J.-P. Pons, F. Ségonne, and R. Keriven. Spatio-temporal shape from silhouette using four-dimensional Delaunay meshing. In ICCV (IEEE International Conference on Computer Vision), Rio de Janeiro, Brazil, 2007. [pdf]
- I. Eckstein, J.-P. Pons, Y. Tong, C.C. Jay Kuo, and M. Desbrun. Generalized surface flows for mesh processing. In SGP (Eurographics Symposium on Geometry Processing), Barcelona, Spain, pages 183-192, 2007. [pdf]
- J.-P. Pons, F. Ségonne, J.-D. Boissonnat, L. Rineau, M. Yvinec, and R. Keriven. High-quality consistent meshing of multi-label datasets. In IPMI (Information Processing in Medical Imaging), pages 198-210, 2007. [pdf]
- J.-P. Pons and J.-D. Boissonnat. Delaunay deformable models: Topology-adaptive meshes based on the restricted Delaunay triangulation. In CVPR (IEEE Conference on Computer Vision and Pattern Recognition), Minneapolis, USA, 2007. [pdf]
- J.-P. Pons, R. Keriven, and O. Faugeras. Multi-view stereo reconstruction and scene flow estimation with a global image-based matching score. In IJCV (The International Journal of Computer Vision), volume 72(2), pages 179-193, 2007. [pdf]
- G. Charpiat, P. Maurel, J.-P. Pons, R. Keriven, and O. Faugeras. Generalized gradients: Priors on minimization flows. In IJCV (The International Journal of Computer Vision), volume 73(3), pages 325-344, 2007. [pdf]
- J.-P. Pons, G. Hermosillo, R. Keriven, and O. Faugeras. Maintaining the point correspondence in the level set framework. In JCP (Journal of Computational Physics), volume 220(1), pages 339-354, 2006. [pdf]
- J.-P. Pons. Methodological and applied contributions to the deformable models framework. PhD thesis, ENPC, 2005. [pdf]
For a more complete publication list, please consult Google Scholar or DBLP.
Bio
I am a researcher in the MOD-EVE division and in the IMAGINE group at CSTB, Sophia-Antipolis, France.
From 2006 to 2008, I was a permanent researcher in the CERTIS Laboratory directed by Renaud Keriven at École Nationale des Ponts et Chaussées, Marne-la-Vallée, France.
In 2006, I was a post-doctoral student in the GEOMETRICA Team at INRIA Sophia-Antipolis, France, under the supervision of Jean-Daniel Boissonnat, and in the Applied Geometry Laboratory at Caltech, Pasadena, USA, under the supervision of Mathieu Desbrun.
From 2002 to 2005, I was a PhD student in the ODYSSÉE Team at INRIA Sophia-Antipolis, France, under the supervision of Renaud Keriven and Olivier Faugeras.
I am a graduate student from École Polytechnique and from École Nationale des Ponts et Chaussées, France.