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Journal articles2 documents

  • Camille Chapdelaine, Ali Mohammad-Djafari, Nicolas Gac, Estelle Parra. Error-Splitting Forward Model for Iterative Reconstruction in X-ray Computed Tomography and application with Gauss-Markov-Potts prior. IEEE Transactions on Computational Imaging, IEEE, 2019, 5 (2), pp.317 - 332. ⟨10.1109/TCI.2018.2885432⟩. ⟨hal-01948680⟩
  • Camille Chapdelaine, Ali Mohammad-Djafari, Nicolas Gac, Estelle Parra-Denis. A 3D Bayesian Computed Tomography Reconstruction Algorithm with Gauss-Markov-Potts Prior Model and its Application to Real Data. Fundamenta Informaticae, Polskie Towarzystwo Matematyczne, 2017, 155 (4), pp.373-405. ⟨10.3233/FI-2017-1591⟩. ⟨hal-01569332⟩

Conference papers7 documents

  • Cyril Cappi, Camille Chapdelaine, Laurent Gardes, Eric Jenn, Baptiste Lefevre, et al.. A testing approach for dependable Machine Learning systems. 11th European Congress on Embedded Real Time Systems (ERTS), Jun 2022, Toulouse, France. ⟨hal-03694805⟩
  • Camille Chapdelaine, Ali Mohammad-Djafari, Nicolas Gac, Estelle Parra-Denis. Variational Bayesian approach in model-based iterative reconstruction for 3D X-ray computed tomography with Gauss-Markov-Potts prior. MaxEnt 2019 : Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering, Jun 2019, Garching/Munich, Germany. ⟨10.3390/proceedings2019033004⟩. ⟨hal-02132706⟩
  • Nicolas Georgin, Camille Chapdelaine, Nicolas Gac, Ali Mohammad-Djafari, Estelle Parra-Denis. Multi-streaming and multi-GPU optimization for a matched pair of Projector and Backprojector. The 2019 International Conference on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine, Jun 2019, Philadelphie, PA, United States. ⟨10.1117/12.2534108⟩. ⟨hal-02070223⟩
  • Ali Mohammad-Djafari, Mircea Dumitru, Camille Chapdelaine, Nicolas Gac. Bayesian Inference with Error Variable Splitting and Sparsity Enforcing Priors for Linear Inverse Problems. 26th European Signal Processing Conference (EUSIPCO 2018), Sep 2018, Rome, Italy. ⟨hal-01837986⟩
  • Camille Chapdelaine, Nicolas Gac, Ali-Mohammad Djafari, Estelle Parra-Denis. New GPU implementation of Separable Footprint (SF) Projector and Backprojector : first results. The Fifth International Conference on Image Formation in X-Ray Computed Tomography, May 2018, Salt Lake City, United States. pp.314-317. ⟨hal-01745746⟩
  • Camille Chapdelaine, Ali Mohammad-Djafari, Nicolas Gac, Estelle Parra-Denis. Joint Reconstruction and Segmentation of Real 3D Data in Computed Tomography thanks to a Gauss-Markov-Potts Prior Model,. Fully 3D, Jun 2017, Xian, China. pp.810-813. ⟨hal-01569301⟩
  • Camille Chapdelaine, Ali Mohammad-Djafari, Nicolas Gac, Estelle Parra-Denis. A joint segmentation and reconstruction algorithm for 3D Bayesian Computed Tomography using Gaus-Markov-Potts Prior Model. The 42nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017), Mar 2017, New Orleans, United States. ⟨hal-01588443⟩

Patents1 document

  • Camille Chapdelaine, Ali Mohammad-Djafari, Estelle Parra-Denis, Nicolas Gac. Procédé et dispositif de contrôle non-destructif d'une pièce. France, N° de brevet: 18/53648. 2018. ⟨hal-01788556⟩

Theses1 document

  • Camille Chapdelaine. Bayesian iterative reconstruction methods for 3D X-ray Computed Tomography. Signal and Image processing. Université Paris-Sud, 2019. English. ⟨tel-02102537⟩

Software1 document

  • Camille Chapdelaine, Nicolas Gac, Thomas Boulay, Ali Mohammad-Djafari, Estelle Parra-Denis, et al.. TomoBayes - logiciel de reconstruction en tomographie CT. 2019. ⟨hal-01771489⟩