Nombre de documents

36

Publications - Guillaume Charpiat


Article dans une revue7 documents

  • Emmanuel Maggiori, Yuliya Tarabalka, Guillaume Charpiat, Pierre Alliez. Convolutional Neural Networks for Large-Scale Remote Sensing Image Classification. IEEE Transactions on Geoscience and Remote Sensing, Institute of Electrical and Electronics Engineers, 2016. 〈hal-01369906〉
  • Guillaume Charpiat, Giacomo Nardi, Gabriel Peyré, François-Xavier Vialard. Piecewise rigid curve deformation via a Finsler steepest descent. Interfaces and Free Boundaries, European Mathematical Society, 2015. 〈hal-00849885v2〉
  • Yuliya Tarabalka, Guillaume Charpiat, Ludovic Brucker, Bjoern Menze. Spatio-Temporal Video Segmentation with Shape Growth or Shrinkage Constraint. IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2014, 23 (9), pp.3829-3840. 〈hal-01052543〉
  • Yuliya Tarabalka, Guillaume Charpiat. Exploiting Temporal Coherence for Fire Mapping from MODIS Spaceborne Observations. Earthzine, IEEE Committee on Earth Observation (ICEO), 2013, 〈http://www.earthzine.org/2013/09/16/exploiting-temporal-coherence-for-fire-mapping-from-modis-spaceborne-observations/〉. 〈hal-00915245〉
  • Ahmed Gamal Eldin, Xavier Descombes, Guillaume Charpiat, Josiane Zerubia. Multiple Birth and Cut Algorithm for Multiple Object Detection. Journal of Multimedia Processing and Technologies, 2012. 〈hal-00616371〉
  • Guillaume Charpiat. Colorisation automatique d'images. Interstices, INRIA, 2010. 〈inria-00474683〉
  • Guillaume Charpiat, Pierre Maurel, Jean-Philippe Pons, Renaud Keriven, Olivier Faugeras. Generalized Gradients: Priors on Minimization Flows. International Journal of Computer Vision, Springer Verlag, 2007, 73, pp.325 - 344. 〈10.1007/s11263-006-9966-2〉. 〈hal-01117529〉

Communication dans un congrès19 documents

  • Emmanuel Maggiori, Yuliya Tarabalka, Guillaume Charpiat, Pierre Alliez. Can Semantic Labeling Methods Generalize to Any City? The Inria Aerial Image Labeling Benchmark. IEEE International Symposium on Geoscience and Remote Sensing (IGARSS), Jul 2017, Fort Worth, United States. 〈hal-01468452〉
  • Emmanuel Maggiori, Yuliya Tarabalka, Guillaume Charpiat, Pierre Alliez. Polygonization of Remote Sensing Classification Maps by Mesh Approximation. ICIP 2017 - IEEE International Conference on Image Processing, Sep 2017, Beijing, China. pp.5. 〈hal-01530460〉
  • Emmanuel Maggiori, Yuliya Tarabalka, Guillaume Charpiat, Pierre Alliez. Fully Convolutional Neural Networks For Remote Sensing Image Classification. IEEE International Geoscience and Remote Sensing Symposium, Jul 2016, Beijing, China. IEEE, pp.5071-5074, Proc. IEEE International Geoscience and Remote Sensing Symposium (IGARSS). 〈hal-01350706〉
  • Esther Alberts, Guillaume Charpiat, Yuliya Tarabalka, Thomas Huber, Marc-André Weber, et al.. A Nonparametric model for Brain Tumor Segmentation and Volumetry in Longitudinal MR Sequences. MICCAI Brain Lesion Workshop, Oct 2015, Munich, Germany. 〈hal-01205916〉
  • Emmanuel Maggiori, Yuliya Tarabalka, Guillaume Charpiat. Improved Partition Trees for Multi-Class Segmentation of Remote Sensing Images. 2015 IEEE International Geoscience and Remote Sensing Symposium - IGARSS 2015, Jul 2015, Milan, Italy. 〈hal-01182772〉
  • Emmanuel Maggiori, Yuliya Tarabalka, Guillaume Charpiat. Optimizing Partition Trees for Multi-Object Segmentation with Shape Prior. 26th British Machine Vision Conference, Sep 2015, Swansea, United Kingdom. 〈hal-01182776〉
  • Ratnesh Kumar, Guillaume Charpiat, Monique Thonnat. Multiple Object Tracking by Efficient Graph Partitioning. Terence Sim and Jianxin Wu. ACCV - 12th Asian Conference on Computer Vision, Nov 2014, Singapore, Singapore. Springer, 2014, Lecture Notes on Computer Science. 〈hal-01061450〉
  • Ratnesh Kumar, Guillaume Charpiat, Monique Thonnat. Hierarchical Representation of Videos with Spatio-Temporal Fibers. IEEE Winter Conference on Applications of Computer Vision, Mar 2014, Colorado, United States. 2014. 〈hal-00911012〉
  • Yuliya Tarabalka, Guillaume Charpiat, Ludovic Brucker, Bjoern Menze. Enforcing Monotonous Shape Growth or Shrinkage in Video Segmentation. BMVC - British Machine Vision Conference, Sep 2013, Bristol, United Kingdom. 2013. 〈hal-00856634〉
  • Ahmed Gamal Eldin, Guillaume Charpiat, Xavier Descombes, Josiane Zerubia. An efficient optimizer for simple point process models. Charles A. Bouman and Ilya Pollak and Patrick J. Wolfe. SPIE, Computational Imaging XI, Feb 2013, Burlingame, California, United States. SPIE, 8657, 2013, SPIE Proceedings. 〈10.1117/12.2009238〉. 〈hal-00801448〉
  • Yuliya Tarabalka, Guillaume Charpiat. A Graph-Cut-Based Method for Spatio-Temporal Segmentation of Fire from Satellite Observations. IEEE IGARSS - International Geoscience and Remote Sensing Symposium, Jul 2013, Melbourne, Australia. 2013. 〈hal-00845691〉
  • Slawomir Bak, Guillaume Charpiat, Etienne Corvee, Francois Bremond, Monique Thonnat. Learning to Match Appearances by Correlations in a Covariance Metric Space. Fitzgibbon, A. and Lazebnik, S. and Perona, P. and Sato, Y. and Schmid, C. 12th European Conference on Computer Vision, Oct 2012, Florence, Italy. Springer, 7574, pp.806-820, 2012, Lecture Notes in Computer Science - LNCS. 〈10.1007/978-3-642-33712-3_58〉. 〈hal-00731792〉
  • Guillaume Charpiat. Exhaustive Family of Energies Minimizable Exactly by a Graph Cut. Computer Vision and Pattern Recognition, Jun 2011, Colorado Springs, United States. 2011. 〈inria-00616370〉
  • Vincent Martin, Victor Moncada, Jean-Marcel Travere, Thierry Loarer, François Bremond, et al.. A Cognitive Vision System for Nuclear Fusion Device Monitoring. Crowley, James L.; Draper, Bruce; Thonnat, Monique. 8th International Conference, ICVS 2011, Sep 2011, Sophia Antipolis, France. Springer, 6962, pp.163-172, 2011, Lecture Notes in Computer Science. 〈hal-00609876〉
  • Ahmed Gamal Eldin, Xavier Descombes, Guillaume Charpiat, Josiane Zerubia. A fast multiple birth and cut algorithm using belief propagation. ICIP 2011 (International Conference on Image Processing), Sep 2011, Bruxelles, Belgium. 2011. 〈inria-00592446〉
  • Siqi Chen, Guillaume Charpiat, Richard Radke. Converting Level Set Gradients to Shape Gradients. 11th European Conference on Computer Vision, Sep 2010, Hersonissos, Greece. Springer, 2010, LNCS. 〈inria-00497222〉
  • Guillaume Charpiat. Learning Shape Metrics based on Deformations and Transport. Second Workshop on Non-Rigid Shape Analysis and Deformable Image Alignment, Sep 2009, Kyoto, Japan. 2009. 〈inria-00481535〉
  • Guillaume Charpiat, Matthias Hofmann, Bernhard Schölkopf. Automatic Image Colorization via Multimodal Predictions. Forsyth, D. and Torr, P. and A. Zisserman. European Conference on Computer Vision, Sep 2008, Marseille, France. 2008. 〈inria-00481552〉
  • Guillaume Charpiat, Pierre Maurel, Olivier Faugeras, Renaud Keriven. Distance-Based Shape Statistics. 31st International Conference on Acoustics, Speech, and Signal Processing, May 2006, Toulouse, France. IEEE, 5, pp.V925-V928, 2006, ICASSP 2006 Proceedings. 〈10.1109/ICASSP.2006.1661428〉. 〈inria-00608087〉

Chapitre d'ouvrage3 documents

  • Guillaume Charpiat, Ilja Bezrukov, Yasemin Altun, Matthias Hofmann, Bernhard Schölkopf. Machine Learning Methods for Automatic Image Colorization. R. Lukac Editor. Computational Photography: Methods and Applications, CRC Press, 2011. 〈inria-00481561〉
  • Guillaume Charpiat, Matthias Hofmann, Bernhard Schölkopf. Kernel methods in medical imaging. Paragios, N. and J. Duncan and N. Ayache. Handbook of Biomedical Imaging, Springer, 2010. 〈inria-00481569〉
  • Guillaume Charpiat, Olivier Faugeras, Renaud Keriven, Pierre Maurel. Approximations of Shape Metrics and Application to Shape Warping and Empirical Shape Statistics. Krim, Hamid and Yezzi, Anthony. Statistics and Analysis of Shapes, Birkhäuser, pp.363--395, 2006, 978-0-8176-4481-9. 〈10.1007/0-8176-4481-4_15〉. 〈http://link.springer.com/chapter/10.1007%2F0-8176-4481-4_15〉. 〈hal-01117516〉

Pré-publication, Document de travail3 documents

  • Emmanuel Maggiori, Yuliya Tarabalka, Guillaume Charpiat, Pierre Alliez. High-Resolution Semantic Labeling with Convolutional Neural Networks. 2017. 〈hal-01393279〉
  • Emmanuel Maggiori, Guillaume Charpiat, Yuliya Tarabalka, Pierre Alliez. Learning Iterative Processes with Recurrent Neural Networks to Correct Satellite Image Classification Maps. 2016. 〈hal-01388551〉
  • Yann Ollivier, Guillaume Charpiat. Training recurrent networks online without backtracking. Preliminary version. 2015. 〈hal-01228954〉

Rapport3 documents

  • Emmanuel Maggiori, Yuliya Tarabalka, Guillaume Charpiat. Multi-label segmentation of images with partition trees. [Research Report] Inria Sophia Antipolis. 2014. 〈hal-01084166〉
  • Olivier Faugeras, Geoffray Adde, Guillaume Charpiat, Christophe Chefd'Hotel, Maureen Clerc, et al.. Variational, Geometric and Statistical Methods for Modeling Brain Anatomy and Function. RR-5202, INRIA. 2004, pp.22. 〈inria-00070790〉
  • Guillaume Charpiat, Olivier Faugeras, Renaud Keriven. Approximations of shape metrics and application to shape warping and empirical shape statistics. RR-4820, INRIA. 2003. 〈inria-00071766〉

Thèse1 document

  • Guillaume Charpiat. Distance-based shape statistics for image segmentation with priors. Human-Computer Interaction [cs.HC]. Ecole Polytechnique X, 2006. English. 〈tel-00457462〉