CV HAL - Camille Chapdelaine

Quantum tomography of electrical currents

R. Bisognin , A. Marguerite , B. Roussel , M. Kumar , C. Cabart et al.

Nature Communications, 2019, 10 (1), pp.3379. ⟨10.1038/s41467-019-11369-5⟩

Article dans une revue hal-02318674v1

Error-Splitting Forward Model for Iterative Reconstruction in X-ray Computed Tomography and application with Gauss-Markov-Potts prior

Camille Chapdelaine , Ali Mohammad-Djafari , Nicolas Gac , Estelle Parra

IEEE Transactions on Computational Imaging, 2019, 5 (2), pp.317 - 332. ⟨10.1109/TCI.2018.2885432⟩

Article dans une revue hal-01948680v1

A 3D Bayesian Computed Tomography Reconstruction Algorithm with Gauss-Markov-Potts Prior Model and its Application to Real Data

Camille Chapdelaine , Ali Mohammad-Djafari , Nicolas Gac , Estelle Parra-Denis

Fundamenta Informaticae, 2017, 155 (4), pp.373-405. ⟨10.3233/FI-2017-1591⟩

Article dans une revue hal-01569332v1

A testing approach for dependable Machine Learning systems

Cyril Cappi , Camille Chapdelaine , Laurent Gardes , Eric Jenn , Baptiste Lefevre et al.

11th European Congress on Embedded Real Time Systems (ERTS), Jun 2022, Toulouse, France

Communication dans un congrès hal-03694805v1

Multi-streaming and multi-GPU optimization for a matched pair of Projector and Backprojector

Nicolas Georgin , Camille Chapdelaine , Nicolas Gac , Ali Mohammad-Djafari , Estelle Parra-Denis

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⟩

Communication dans un congrès hal-02070223v1

Variational Bayesian approach in model-based iterative reconstruction for 3D X-ray computed tomography with Gauss-Markov-Potts prior

Camille Chapdelaine , Ali Mohammad-Djafari , Nicolas Gac , Estelle Parra-Denis

MaxEnt 2019 : Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering, Jun 2019, Garching/Munich, Germany. ⟨10.3390/proceedings2019033004⟩

Communication dans un congrès hal-02132706v1

New GPU implementation of Separable Footprint (SF) Projector and Backprojector : first results

Camille Chapdelaine , Nicolas Gac , Ali-Mohammad Djafari , Estelle Parra-Denis

The Fifth International Conference on Image Formation in X-Ray Computed Tomography, May 2018, Salt Lake City, United States. pp.314-317

Communication dans un congrès hal-01745746v1

Bayesian Inference with Error Variable Splitting and Sparsity Enforcing Priors for Linear Inverse Problems

Ali Mohammad-Djafari , Mircea Dumitru , Camille Chapdelaine , Nicolas Gac

26th European Signal Processing Conference (EUSIPCO 2018), Sep 2018, Rome, Italy. ⟨10.23919/eusipco.2018.8553335⟩

Communication dans un congrès hal-01837986v1

A joint segmentation and reconstruction algorithm for 3D Bayesian Computed Tomography using Gaus-Markov-Potts Prior Model

Camille Chapdelaine , Ali Mohammad-Djafari , Nicolas Gac , Estelle Parra-Denis

The 42nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017), Mar 2017, New Orleans, United States

Communication dans un congrès hal-01588443v1

Joint Reconstruction and Segmentation of Real 3D Data in Computed Tomography thanks to a Gauss-Markov-Potts Prior Model,

Camille Chapdelaine , Ali Mohammad-Djafari , Nicolas Gac , Estelle Parra-Denis

Fully 3D, Jun 2017, Xian, China. pp.810-813

Communication dans un congrès hal-01569301v1

Procédé et dispositif de contrôle non-destructif d'une pièce

Camille Chapdelaine , Ali Mohammad-Djafari , Estelle Parra-Denis , Nicolas Gac

France, N° de brevet: 18/53648. 2018

Brevet hal-01788556v1

TomoBayes - logiciel de reconstruction en tomographie CT

Camille Chapdelaine , Nicolas Gac , Thomas Boulay , Ali Mohammad-Djafari , Estelle Parra-Denis et al.

2019

Logiciel hal-01771489v1

Camille Chapdelaine

Publications

Publications

Quantum tomography of electrical currents

Error-Splitting Forward Model for Iterative Reconstruction in X-ray Computed Tomography and application with Gauss-Markov-Potts prior

A 3D Bayesian Computed Tomography Reconstruction Algorithm with Gauss-Markov-Potts Prior Model and its Application to Real Data

A testing approach for dependable Machine Learning systems

Multi-streaming and multi-GPU optimization for a matched pair of Projector and Backprojector

Variational Bayesian approach in model-based iterative reconstruction for 3D X-ray computed tomography with Gauss-Markov-Potts prior

New GPU implementation of Separable Footprint (SF) Projector and Backprojector : first results

Bayesian Inference with Error Variable Splitting and Sparsity Enforcing Priors for Linear Inverse Problems

A joint segmentation and reconstruction algorithm for 3D Bayesian Computed Tomography using Gaus-Markov-Potts Prior Model

Joint Reconstruction and Segmentation of Real 3D Data in Computed Tomography thanks to a Gauss-Markov-Potts Prior Model,

Procédé et dispositif de contrôle non-destructif d'une pièce

TomoBayes - logiciel de reconstruction en tomographie CT