Françoise Peyrin

Publication Activity (10 Years)

Years Active: 1986-2022
Publications (10 Years): 27

Top Topics

Regularization Methods

Total Variation

Top Venues

IEEE Trans. Computational Imaging

Publications

Rehan Jhuboo, Ievgen Redko, Alain Guignandon, Françoise Peyrin, Marc Sebban
Why do State-of-the-art Super-Resolution Methods not work well for Bone Microstructure CT Imaging? EUSIPCO (2022)
Antonio Lorente Mur, Françoise Peyrin, Nicolas Ducros
Deep Expectation-Maximization for Single-Pixel Image Reconstruction With Signal-Dependent Noise. IEEE Trans. Computational Imaging 8 (2022)
Antonio Lorente Mur, Paul Bataille, Françoise Peyrin, Nicolas Ducros
Deep Expectation-Maximization For Image Reconstruction From Under-Sampled Poisson Data. ISBI (2021)
Juan F. P. J. Abascal, Nicolas Ducros, Valeriya Pronina, Simon Rit, Pierre-Antoine Rodesch, Thomas Broussaud, Suzanne Bussod, Philippe C. Douek, Andreas Hauptmann, Simon R. Arridge, Françoise Peyrin
Material Decomposition in Spectral CT Using Deep Learning: A Sim2Real Transfer Approach. IEEE Access 9 (2021)
Juan F. P. J. Abascal, Suzanne Bussod, Nicolas Ducros, S. Si-Mohamed, Philippe Douek, Christine Chappard, Françoise Peyrin
A residual U-Net network with image prior for 3D image denoising. EUSIPCO (2020)
Antonio Lorente Mur, Françoise Peyrin, Nicolas Ducros
Recurrent Neural Networks for Compressive Video Reconstruction. ISBI (2020)
Suzanne Bussod, Juan F. P. J. Abascal, Simon R. Arridge, Andreas Hauptmann, Christine Chappard, Nicolas Ducros, Françoise Peyrin
Convolutional Neural Network for Material Decomposition in Spectral CT Scans. EUSIPCO (2020)
Nicolas Ducros, Antonio Lorente Mur, Françoise Peyrin
A Completion Network for Reconstruction from Compressed Acquisition. ISBI (2020)
Hao Xu, Max Langer, Françoise Peyrin
Segmentation of Bone Vessels in 3D Micro-CT Images Using the Monogenic Signal Phase and Watershed. ISBI (2020)
Théo Leuliet, Louise Friot--Giroux, Walid Baaziz, Élie Bretin, Ovidiu Ersen, Françoise Peyrin, Bruno Sixou, Voichita Maxim
Efficiency of TV-regularized algorithms in computed tomography with Poisson-Gaussian noise. EUSIPCO (2020)
Juan F. P. J. Abascal, Nicolas Ducros, Valeriya Pronina, Suzanne Bussod, Andreas Hauptmann, Simon R. Arridge, Philippe Douek, Françoise Peyrin
Material Decomposition Problem in Spectral CT: A Transfer Deep Learning Approach. ISBI Workshops (2020)
Suzanne Bussod, Juan Felipe Pérez-Juste Abascal, Nicolas Ducros, Cécile Olivier, Salim Si-Mohamed, Philippe Douek, Christine Chappard, Françoise Peyrin
Human Knee Phantom for Spectral CT: Validation of a Material Decomposition Algorithm. ISBI (2019)
Yufei Li, Bruno Sixou, Françoise Peyrin
Nonconvex Mixed TV/Cahn-Hilliard Functional for Super-Resolution/Segmentation of 3D Trabecular Bone Images. J. Math. Imaging Vis. 61 (4) (2019)
Juan F. P. J. Abascal, S. Si-Mohamed, Philippe Douek, Christine Chappard, Françoise Peyrin
A sparse and prior based method for 3D image denoising. EUSIPCO (2019)
Florian Rousset, Françoise Peyrin, Nicolas Ducros
A Semi Nonnegative Matrix Factorization Technique for Pattern Generalization in Single-Pixel Imaging. IEEE Trans. Computational Imaging 4 (2) (2018)
C. Goubet, Max Langer, Françoise Peyrin, Juan F. P. J. Abascal
Low-dose synchrotron nano-CT via compressed sensing. ISBI (2018)
Tom Hohweiller, Nicolas Ducros, Françoise Peyrin, Bruno Sixou
An ADMM Algorithm for Constrained Material Decomposition in Spectral CT. EUSIPCO (2018)
Anthony Cazasnoves, Sylvie Sevestre, Fanny Buyens, Françoise Peyrin
Statistical content-adapted sampling (SCAS) for 3D Computed Tomography. Comput. Biol. Medicine 92 (2018)
Tom Hohweiller, Nicolas Ducros, Françoise Peyrin, Bruno Sixou
A constrained Gauss-Newton algorithm for material decomposition in spectral computed tomography. ISBI (2018)
Boliang Yu, Loriane Weber, Alexandra Pacureanu, Max Langer, Cécile Olivier, Peter Cloetens, Françoise Peyrin
Phase retrieval in 3D X-ray magnified phase nano CT: Imaging bone tissue at the nanoscale. ISBI (2017)
Yufei Li, Bruno Sixou, Andrew Burghardt, Françoise Peyrin
Super-resolution/segmentation of 3D trabecular bone images with total variation and nonconvex Cahn-Hilliard functional. ISBI (2017)
François Varray, Iulia Mirea, Max Langer, Françoise Peyrin, Laurent Fanton, Isabelle E. Magnin
Extraction of the 3D local orientation of myocytes in human cardiac tissue using X-ray phase-contrast micro-tomography and multi-scale analysis. Medical Image Anal. 38 (2017)
Florian Rousset, Nicolas Ducros, Andrea Farina, Gianluca Valentini, Cosimo D'Andrea, Françoise Peyrin
Adaptive Basis Scan by Wavelet Prediction for Single-Pixel Imaging. IEEE Trans. Computational Imaging 3 (1) (2017)
Y. Li, Bruno Sixou, Françoise Peyrin
Estimation of the blurring kernel in experimental HR-pQCT images based on mutual information. EUSIPCO (2017)
Y. Li, Alina Toma, Bruno Sixou, Françoise Peyrin
Super-resolution/segmentation of 2D trabecular bone images by a Mumford-Shah approach and comparison to total variation. EUSIPCO (2016)
Lin Wang, Bruno Sixou, Françoise Peyrin
Multi-level tomography reconstructions with level-set and TV regularization methods. EUSIPCO (2016)
Florian Rousset, Nicolas Ducros, Andrea Farina, Gianluca Valentini, Cosimo D'Andrea, Françoise Peyrin
Adaptive acquisitions in biomedical optical imaging based on single pixel camera: Comparison with compressive sensing. ISBI (2016)
Lin Wang, Bruno Sixou, Françoise Peyrin
Binary Tomography Reconstructions With Stochastic Level-Set Methods. IEEE Signal Process. Lett. 22 (7) (2015)
Lin Wang, Bruno Sixou, Françoise Peyrin
Filtered stochastic optimization for binary tomography. ISBI (2015)
Florian Rousset, Nicolas Ducros, Cosimo D'Andrea, Françoise Peyrin
Single pixel camera: An acquisition strategy based on the non-linear wavelet approximation. EMBC (2015)
Françoise Peyrin, Alina Toma, Bruno Sixou, Loïc Denis, Andrew Burghardt, Jean-Baptiste Pialat
Semi-blind joint super-resolution/segmentation of 3D trabecular bone images by a TV box approach. EUSIPCO (2015)
Pei Dong, Sébastien Valette, Maria A. Zuluaga, Galateia J. Kazakia, Françoise Peyrin
Voronoi-based analysis of bone cell network from synchrotron radiation micro-CT images. ISBI (2015)
Lin Wang, Bruno Sixou, Françoise Peyrin
Binary tomography reconstructions of bone microstructure from few projections with stochastic level-set methods. ICIP (2014)
Alina Toma, Bruno Sixou, Loïc Denis, Jean-Baptiste Pialat, Françoise Peyrin
Higher order total variation super-resolution from a single trabecular bone image. ISBI (2014)
Lin Wang, Bruno Sixou, Françoise Peyrin
Bone microstructure reconstructions from few projections with stochastic nonlinear diffusion. EUSIPCO (2014)
Alina Toma, Loïc Denis, Bruno Sixou, Jean-Baptiste Pialat, Françoise Peyrin
Total variation super-resolution for 3D trabecular bone micro-structure segmentation. EUSIPCO (2014)
Pei Dong, Sylvain Haupert, Pierre-Jean Gouttenoire, Françoise Peyrin
Efficient extraction of 3D bone cells descriptors from micro-CT images. ISBI (2013)
Bruno Sixou, Lin Wang, Françoise Peyrin
Bone microstructure reconstructions from few projections with level-set regularization. ISBI (2013)
Bruno Sixou, Valentina Davidoiu, Max Langer, Françoise Peyrin
Level set regularization for nonlinear absorption and phase retrieval in X-ray phase contrast tomography. ISBI (2013)
Pei Dong, Alexandra Pacureanu, Maria A. Zuluaga, Cécile Olivier, Frédérique Frouin, Quentin Grimal, Françoise Peyrin
A new quantitative approach for estimating bone cell connections from nano-CT images. EMBC (2013)
Valentina Davidoiu, Bruno Sixou, Max Langer, Françoise Peyrin
Nonlinear Phase Retrieval Using Projection Operator and Iterative Wavelet Thresholding. IEEE Signal Process. Lett. 19 (9) (2012)
Chantal Revol-Muller, Thomas Grenier, Jean-Loïc Rose, Alexandra Pacureanu, Françoise Peyrin, Christophe Odet
Region Growing: Adolescence and Adulthood - Two Visions of Region Growing: In Feature Space and Variational Framework. VISAPP (1) (2012)
Valentina Davidoiu, Bruno Sixou, Max Langer, Françoise Peyrin
Non-linear phase retrieval combined with iterative thresholding in wavelet coordinates. EUSIPCO (2012)
Cyril Mory, Bo Zhang, Vincent Auvray, Michael Grass, Dirk Schäfer, Françoise Peyrin, Simon Rit, Philippe Douek, Loïc Boussel
ECG-gated C-arm computed tomography using L1 regularization. EUSIPCO (2012)
Bruno Sixou, Françoise Peyrin
Reconstruction of bone microstructure from few projections with convex-concave and non local regularization. ISBI (2012)
Françoise Peyrin, Alexandra Pacureanu, Maria Alejandra Zuluaga, Pei Dong, Max Langer
3D X-ray CT imaging of the bone Lacuno-Canalicular Network. ISBI (2012)
Valentina Davidoiu, Bruno Sixou, Max Langer, Françoise Peyrin
Non-linear iterative phase retrieval based on Frechet derivative and projection operators. ISBI (2012)
Chantal Revol-Muller, Thomas Grenier, Jean-Loïc Rose, Alexandra Pacureanu, Françoise Peyrin, Christophe Odet
Region Growing: When Simplicity Meets Theory - Region Growing Revisited in Feature Space and Variational Framework. VISIGRAPP (Selected Papers) (2012)
Chantal Revol-Muller, Jean-Loïc Rose, Alexandra Pacureanu, Françoise Peyrin, Christophe Odet
Shape prior in Variational Region Growing. IPTA (2012)
Max Langer, Peter Cloetens, Bernhard Hesse, Alexandra Pacureanu, Kay Raum, Marie-Helene Lafage-Proust, Françoise Peyrin
Propagation based X-ray phase microtomography of multi-material objects for simultaneous bone and soft tissue visualisation. ISBI (2012)
Juan-Carlos Prieto, Chantal Revol-Muller, Françoise Peyrin, Patrizia Camelliti, Christophe Odet
3D Texture Synthesis for Modeling Realistic Organic Tissues. VISAPP (2) (2012)
Françoise Peyrin, Alexandra Pacureanu, Max Langer
3D microscopic imaging by synchrotron radiation micro/nano-CT. ICIP (2011)
Bruno Sixou, Valentina Davidoiu, Max Langer, Françoise Peyrin
Non linear phase retrieval from fresnel diffraction patterns using the frechet derivative. ISBI (2011)
Alexandra Pacureanu, Jerome Rollet, Chantal Revol-Muller, Vasile Buzuloiu, Max Langer, Françoise Peyrin
Segmentation of 3D cellular networks from SR-micro-CT images. ISBI (2011)
Max Langer, Françoise Peyrin
A wavelet algorithm for zoom-in tomography. ISBI (2010)
Max Langer, Peter Cloetens, Françoise Peyrin
Regularization of Phase Retrieval With Phase-Attenuation Duality Prior for 3-D Holotomography. IEEE Trans. Image Process. 19 (9) (2010)
Alexandra Pacureanu, Chantal Revol-Muller, Jean-Loïc Rose, Maria Sanchez Ruiz, Françoise Peyrin
A vesselness-guided variational segmentation of cellular networks from 3D micro-CT. ISBI (2010)
Jerome Dias, Sébastien Valette, Julien Dardenne, Rémy Prost, Françoise Peyrin
Graph-based multi-scale analysis of plates and rods in human trabecular bone. ICIP (2010)
Alexandra Pacureanu, Aymeric Larrue, Zsolt Peter, Françoise Peyrin
3D Non-Linear Enhancement of Tubular Microscopic Bone Porosities. ISBI (2009)
Nicolas Ducros, Anabela da Silva, Jean-Marc Dinten, Chandra Sekhar Seelamantula, Michael Unser, Françoise Peyrin
Time Resolved Fluorescence Diffuse Optical Tomography Using Multi-Resolution Exponential B-Splines. ISBI (2009)
Nicolas Ducros, Anabela da Silva, Jean-Marc Dinten, Françoise Peyrin
Fluorescence diffuse optical tomography: A simulation-based study comparing time-resolved and continuous wave reconstructions performances. ISBI (2008)
Zsolt Peter, Valérie Bousson, Catherine Bergot, Françoise Peyrin
A constrained region growing approach based on watershed for the segmentation of low contrast structures in bone micro-CT images. Pattern Recognit. 41 (7) (2008)
Zsolt Peter, Valérie Bousson, Catherine Bergot, Françoise Peyrin
Segmentation of Low Contrast Features in Bone Micro-Ct Images by a Constrained Region Growing Approach Based on Watershed. ISBI (2007)
Béatrice Perrenot, Régis Vaillant, Rémy Prost, Gérard Finet, Philippe Douek, Françoise Peyrin
Motion Correction for Coronary Stent Reconstruction From Rotational X-ray Projection Sequences. IEEE Trans. Medical Imaging 26 (10) (2007)
Max Langer, Peter Cloetens, Jean Pierre Guigay, Solene Valton, Françoise Peyrin
Quantitative Evaluation of Phase Retrieval Algorithms in Propagation Based Phase Tomography. ISBI (2007)
Solene Valton, Françoise Peyrin, Dominique Sappey-Marinier
Analysis of Cone-Beam Artifacts in off-Centered Circular CT for Four Reconstruction Methods. Int. J. Biomed. Imaging 2006 (2006)
Solene Valton, Françoise Peyrin, Dominique Sappey-Marinier
A comparative study of three tomographic reconstruction methods in cone beam off-centered circular geometry. ISBI (2006)
Zsolt Peter, Sabine Rolland du Roscoat, Françoise Peyrin
Segmentation of remodelling regions in bone micro-CT images: Influence of denoising. EUSIPCO (2006)
Béatrice Perrenot, Régis Vaillant, Rémy Prost, Gérard Finet, Philippe Douek, Françoise Peyrin
Motion compensation for 3D tomographic reconstruction of stent in X-ray cardiac rotational angiography. ISBI (2006)
Thomas Lamotte, Françoise Peyrin, Jean-Marc Dinten
A prior model for bone microarchitecture reconstruction with a very limited number of projections. ICIP (3) (2005)
Thomas Lamotte, Jean-Marc Dinten, Françoise Peyrin
Modelization of three-dimensional bone micro-architecture using Markov random fields with a multi-level clique system. Medical Imaging: Image Processing (2005)
Solene Valton, Françoise Peyrin, Dominique Sappey-Marinier
Generalization of FDK 3D tomographic reconstruction algorithm for an off-centered cone beam geometry. ICIP (3) (2005)
Lian Apostol, Françoise Peyrin, Sophie Yot, Olivier Basset, Christophe Odet, Joachim Tabary, Jean-Marc Dinten, Elodie Boller, Vincent Boudousq, Pierre-Olivier Kotzki
A procedure for the evaluation of 2D radiographic texture analysis to assess 3D bone micro-architecture. Medical Imaging: Image Processing (2004)
Alexandra Bonnassie, Françoise Peyrin, Dominique Attali
A new method for analyzing local shape in three-dimensional images based on medial axis transformation. IEEE Trans. Syst. Man Cybern. Part B 33 (4) (2003)
Stéphane Bonnet, Françoise Peyrin, Francis Turjman, Rémy Prost
Nonseparable Wavelet-based Cone-beam Reconstruction in 3-D Rotational Angiography. IEEE Trans. Medical Imaging 22 (3) (2003)
Chantal Revol-Muller, Françoise Peyrin, Yannick Carillon, Christophe Odet
Automated 3D region growing algorithm based on an assessment function. Pattern Recognit. Lett. 23 (1-3) (2002)
Stéphane Bonnet, Françoise Peyrin, Francis Turjman, Rémy Prost
Multiresolution reconstruction in fan-beam tomography. IEEE Trans. Image Process. 11 (3) (2002)
A. Elmooutaouakkil, Françoise Peyrin, J. Elkafi, A. M. Laval-Jeantet
Segmentation of cancellous bone from high resolution computed tomography images: Influence on trabecular bone measurements. IEEE Trans. Medical Imaging 21 (4) (2002)
Erik L. Ritman, Françoise Peyrin
Micro-imaging of small animals and biological specimens. ISBI (2002)
Jean-Pierre Bruandet, Françoise Peyrin, Jean-Marc Dinten, B. Michel
3D tomographic reconstruction of binary images from cone beam projections: a fast level set approach. ISBI (2002)
Françoise Peyrin, Peter Cloetens
Synchrotron radiation µCT of biological tissue. ISBI (2002)
Alexandra Bonnassie, Françoise Peyrin, Dominique Attali
Shape description of three-dimensional images based on medial axis. ICIP (3) (2001)
Stéphane Bonnet, Françoise Peyrin, Francis Turjman, Rémy Prost
Tomographic reconstruction using nonseparable wavelets. IEEE Trans. Image Process. 9 (8) (2000)
Chantal Revol-Muller, Françoise Peyrin, Christophe Odet, Yannick Carillon
Automated 3D Region Growing Algorithm Governed by an Evaluation Function. ICIP (2000)
Florent Retraint, Françoise Peyrin, Jean-Marc Dinten
Three-dimensional regularized binary image reconstruction from three two-dimensional projections using a randomized ICM algorithm. Int. J. Imaging Syst. Technol. 9 (2-3) (1998)
C. Laurent, Françoise Peyrin, Jean-Marc Chassery, M. Amiel
Parallel Image Reconstruction on MIMD Computers for Three-Dimensional Cone-Beam Tomography. Parallel Comput. 24 (9-10) (1998)
C. Laurent, C. Calvin, Jean-Marc Chassery, Françoise Peyrin
Efficient Implementation of Parallel Image Reconstruction Algorithms for 3D X-Ray Tomography. PARCO (1995)
Patrice Palisson, Nacéra Zegadi, Françoise Peyrin, Robert Unterreiner
Unsupervised Multiresolution Texture Segmentation using Wavelet Decomposition. ICIP (2) (1994)
Atilla Baskurt, Françoise Peyrin, Hugues Benoit-Cattin, Robert Goutte
Coding of 3D medical images using 3D wavelet decompositions. ICASSP (5) (1993)
Françoise Peyrin, M. Zaim, Robert Goutte
Construction of wavelet decompositions for tomographic images. J. Math. Imaging Vis. 3 (1) (1993)
Yue Min Zhu, Robert Goutte, Françoise Peyrin
On the use of 2D analytic signals for Wigner analysis of 2D real signals. ICASSP (1990)
Christophe Odet, Gilles Jacquemod, Françoise Peyrin, Robert Goutte
Improved resolution of medical 3-D x-ray computed-tomographic images. VCIP (1990)
Yue Min Zhu, Françoise Peyrin, Robert Goutte
Equivalence between two-dimensional analytic and real signal Wigner distributions. IEEE Trans. Acoust. Speech Signal Process. 37 (10) (1989)
Françoise Peyrin, Rémy Prost
A unified definition for the discrete-time, discrete-frequency, and discrete-time/Frequency Wigner distributions. IEEE Trans. Acoust. Speech Signal Process. 34 (4) (1986)