Camille Chapdelaine
12
Documents
Publications
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Error-Splitting Forward Model for Iterative Reconstruction in X-ray Computed Tomography and application with Gauss-Markov-Potts priorIEEE Transactions on Computational Imaging, 2019, 5 (2), pp.317 - 332. ⟨10.1109/TCI.2018.2885432⟩
Journal articles
hal-01948680v1
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A 3D Bayesian Computed Tomography Reconstruction Algorithm with Gauss-Markov-Potts Prior Model and its Application to Real DataFundamenta Informaticae, 2017, 155 (4), pp.373-405. ⟨10.3233/FI-2017-1591⟩
Journal articles
hal-01569332v1
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A testing approach for dependable Machine Learning systems11th European Congress on Embedded Real Time Systems (ERTS), Jun 2022, Toulouse, France
Conference papers
hal-03694805v1
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Variational Bayesian approach in model-based iterative reconstruction for 3D X-ray computed tomography with Gauss-Markov-Potts priorMaxEnt 2019 : Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering, Jun 2019, Garching/Munich, Germany. ⟨10.3390/proceedings2019033004⟩
Conference papers
hal-02132706v1
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Multi-streaming and multi-GPU optimization for a matched pair of Projector and BackprojectorThe 2019 International Conference on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine, Jun 2019, Philadelphie, PA, United States. ⟨10.1117/12.2534108⟩
Conference papers
hal-02070223v1
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Bayesian Inference with Error Variable Splitting and Sparsity Enforcing Priors for Linear Inverse Problems26th European Signal Processing Conference (EUSIPCO 2018), Sep 2018, Rome, Italy
Conference papers
hal-01837986v1
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New GPU implementation of Separable Footprint (SF) Projector and Backprojector : first resultsThe Fifth International Conference on Image Formation in X-Ray Computed Tomography, May 2018, Salt Lake City, United States. pp.314-317
Conference papers
hal-01745746v1
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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
Conference papers
hal-01569301v1
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A joint segmentation and reconstruction algorithm for 3D Bayesian Computed Tomography using Gaus-Markov-Potts Prior ModelThe 42nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017), Mar 2017, New Orleans, United States
Conference papers
hal-01588443v1
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Procédé et dispositif de contrôle non-destructif d'une pièceFrance, N° de brevet: 18/53648. 2018
Patents
hal-01788556v1
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Bayesian iterative reconstruction methods for 3D X-ray Computed TomographySignal and Image processing. Université Paris-Sud, 2019. English. ⟨NNT : ⟩
Theses
tel-02102537v1
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