-
DeepInverse: A Python package for solving imaging inverse problems with deep learning.
Tachella, Terris, Hurault, Wang, Chen, Nguyen, ...
JOSS (2025)
(pdf)
(doc)
(github)
(video)
-
Jackpot: Approximating Uncertainty Domains with Adversarial Manifolds
N. Munier, E. Soubies, P. Weiss
JMLR (2025)
(pdf)
-
Sketchpose: learning to segment cells with partial annotations
C. Cazorla, N. Munier, R. Morin, P. Weiss
MELBA (2025)
(pdf)
(video)
-
Exploring instabilities of inverse problem solvers with low-dimensional manifolds
N. Munier, E. Soubies, P. Weiss
IPMS Proceeding (2025)
(pdf)
-
MAP, déconvolution aveugle et a priori appris : un subtil mélange
M.H. Nguyen, E. Pauwels, P. Weiss
GRETSI (2025)
(pdf)
-
Jackpot 2.0 : variété d'incertitude pour les problèmes inverses
N. Munier, E. Soubies, P. Weiss
GRETSI (2025)
(pdf)
-
Inférence de paramètres bio-physiques par microscopie FRAP
O. Joyot, F. Erdel, F. de Gournay, P. Weiss
GRETSI (2025)
(pdf)
-
Sketchpose 2.0 – Entraîner des Modèles de Segmentation d’Instances à partir d’Annotations Partielles
F. Sarron, P. Weiss
GRETSI (2025)
(pdf)
-
DeepVibes: Correcting Micro-Vibrations in Satellite Imaging with Pushbroom Cameras.
M.H. Nguyen, F. De Vieilleville, P. Weiss
IEEE Transactions on Geoscience and Remote Sensing (2024)
(pdf)
-
Grid is Good: Adaptive Refinement Algorithms for Off-the-Grid Total Variation Minimization.
A. Flinth, F. de Gournay, P. Weiss
Open Journal on Mathematical Optimization (OJMO) (2024)
(pdf)
-
DEEP-BLUR: Blind Identification and Deblurring with Convolutional Neural Networks.
V. Debarnot, P. Weiss
Biological Imaging, Cambridge University Press (2024)
(pdf)
-
SVETLANA: A Supervised Segmentation Classifier for NAPARI.
C. Cazorla, R. Morin, P. Weiss
Nature Scientific Reports (2024)
(pdf)
(video)
-
Training Adaptive Reconstruction Networks for Blind Inverse Problems.
A. Gossard, P. Weiss
SIAM Imaging Science (2024)
(pdf)
-
Spurious minimizers in non uniform Fourier sampling optimization.
A. Gossard, F. de Gournay, P. Weiss
Inverse Problems (2022)
(pdf)
-
Blind inverse problems with isolated spikes.
V. Debarnot, P. Weiss
Information & Inference (2022)
(pdf)
-
Globally optimized 3D SPARKLING trajectories for high-resolution T2*-weighted Magnetic Resonance Imaging.
G.R. Chaithya, P. Weiss, A. Massire, A. Vignaud, P. Ciuciu
IEEE Transactions on Medical Imaging (2022)
(pdf)
-
Sampling rates for l1 synthesis.
M. März, C. Boyer, J. Kahn, P. Weiss
Foundations of Computational Mathematics (FoCM) (2022)
(pdf)
-
A fast dejittering approach for line scanning microscopy.
L. Duguet, J. Calve, C. Cauchois, P. Weiss
IEEE International Conference on Image Processing (2022)
(pdf)
-
Fast Wavelet Decomposition of Linear Operators through Product-Convolution Expansions.
P. Escande, P. Weiss
IMA Journal of Numerical Analysis (2020)
(pdf)
-
On the linear convergence rates of exchange and continuous methods for total variation minimization.
A. Flinth, F. de Gournay, P. Weiss
Mathematical Programming A (2020)
(pdf)
-
3D variable-density SPARKLING trajectories for high-resolution T2*-weighted Magnetic Resonance Imaging.
C. Lazarus, P. Weiss, L. El Gueddari, F. Mauconduit, A. Massire, M. Ripart, A. Vignaud, P. Ciuciu
NMR in Biomedicine (2020)
(pdf)
-
Correcting the side effects of ADC filtering in MR image reconstruction.
C. Lazarus, M. März, P. Weiss
JMIV (2020)
(pdf)
-
Modelling a Microscope as Low Dimensional Subspace of Operators.
V. Debarnot, P. Escande, T. Mangeat, P. Weiss
EUSIPCO (2020)
(pdf)
(video)
-
Off-the-grid data-driven optimization of sampling schemes in MRI.
A. Gossard, F. de Gournay, P. Weiss
ITWIST (2020)
(pdf)
(video)
-
Contributions aux mathématiques de l'imagerie.
P. Weiss
HDR de l'université Paul Sabatier (2019)
(pdf)
-
A scalable estimator of sets of integral operators.
V. Debarnot, P. Escande, P. Weiss
Inverse Problems (2019)
(pdf)
-
Measure and characterization of the forces exerted by growing multicellular spheroids using microdevice arrays.
L. Aoun, S. Larnier, P. Weiss, A. Herbulot, B. Ducommun, C. Vieu, C. Cazales, V. Lobjois
PLOS ONE (2019)
(pdf)
-
FitEllipsoid: a fast supervised ellipsoid segmentation plugin.
J. Fehrenbach, B. Kovac, P. Weiss
BMC Bioinformatics (2019)
(pdf)
(video)
(codes)
-
Optimal transport approximation of measures.
F. de Gournay, J. Kahn, L. Lebrat, P. Weiss
SIAM Imaging Science (2018)
(pdf)
(video)
-
Multiview Attenuation Estimation and Correction.
V. Debarnot, J. Kahn, P. Weiss
JMIV (2019)
(pdf)
(codes)
-
Contrast Invariant SNR and Isotonic Regressions.
P. Weiss, P. Escande, G. Bathie, Y. Dong
International Journal of Computer Vision (2019)
(pdf)
(codes)
-
On Representer Theorems and Convex Regularization.
C. Boyer, A. Chambolle, Y. de Castro, V. Duval, F. de Gournay, P. Weiss
SIAM Optimization (2019)
(pdf)
-
SPARKLING: variable-density k-space filling curves for accelerated T2*-weighted MRI.
C. Lazarus, P. Weiss, N. Chauffert, F. Mauconduit, L. El Gueddari, C. Destrieux, I. Zemmoura, A. Vignaud, P. Ciuciu
Magnetic Resonance in Medicine (2019)
(pdf)
-
PATENT BD18193MBT: METHOD AND APPARATUS FOR ACCELERATED MAGNETIC RESONANCE IMAGING.
C. Lazarus, P. Weiss, A. Vignaud, P. Ciuciu
(2019)
-
Iterative Discretization of Optimization Problems Related to Superresolution.
A. Flinth, P. Weiss
Proc. SAMPTA (2019)
-
A scalable estimator of space varying blurs - application in super-resolution.
V. Debarnot, T. Mangeat, P. Weiss
Proc. SPARS (2019)
-
Compressed sensing and the synthesis formulation.
C. Boyer, J. Kahn, M. März, P. Weiss
Proc. SPARS (2019)
-
Eventual linear convergence rate of an exchange algorithm for superresolution.
A. Flinth, F. de Gournay, P. Weiss
Proc. SPARS (2019)
-
3D SPARKLING for accelerated ex vivo T2*-weighted MRI with compressed sensing.
C. Lazarus, P. Weiss, A. Vignaud, P. Ciuciu
Proc. ISMRM (2019)
-
Exact solutions of infinite dimensional total-variation regularized problems.
A. Flinth, P. Weiss
Information and Inference (2018)
(pdf)
-
Estimation of linear operators from scattered impulse responses.
J. Bigot, P. Escande, P. Weiss
Applied and Computational Harmonic Analysis (2018)
(pdf)
-
Accelerating l1-l2 deblurring using wavelet expansions of operators.
P. Escande, P. Weiss
Journal of Computational and Applied Mathematics (2018)
(pdf)
-
An Empirical Study of the Maximum Degree of Undersampling in Compressed Sensing for T2*-weighted MRI.
C. Lazarus, P. Weiss, A. Vignaud, P. Ciuciu
Magnetic Resonance Imaging (2018)
(pdf)
-
Impact of physical confinement on nuclei geometry and cell division dynamics in 3D spheroids.
A. Desmaison, L. Guillaume, S. Triclin, P. Weiss, B. Ducommun, V. Lobjois
Nature Scientific Reports (2018)
(pdf)
-
Distribution-controlled and optimally spread non-Cartesian sampling curves for accelerated in vivo brain imaging at 7 Tesla.
C. Lazarus, P. Weiss, N. Chauffert, L. El Gueddari, F. Mauconduit, I. Zemmoura, C. Destrieux, A. Vignaud, P. Ciuciu
Proc. ISMRM (2018)
(pdf)
-
Compressed sensing with structured sparsity and structured acquisition.
C. Boyer, J. Bigot, P. Weiss
Applied and Computational Harmonic Analysis (2017)
(pdf)
-
Approximation of integral operators using product-convolution expansions.
P. Escande, P. Weiss
JMIV, Vol. 58, No. 3, pp. 333-348 (2017)
(pdf)
-
A Variational Model for Multiplicative Structured Noise Removal.
P. Escande, P. Weiss, W. Zhang
JMIV, Vol. 57, No. 1, pp. 43-55 (2017)
(pdf)
-
A projection method on measures sets.
N. Chauffert, P. Ciuciu, J. Kahn, P. Weiss
Constructive Approximation, pp. 83-111 (2017)
(pdf)
-
SPARKLING: Novel Non-Cartesian Sampling Schemes for Accelerated 2D Anatomical Imaging at 7T Using Compressed Sensing.
C. Lazarus, P. Weiss, N. Chauffert, F. Mauconduit, M. Bottlaender, A. Vignaud, P. Ciuciu
Proc. ISMRM (2017)
(pdf)
-
SPARKLING: nouveaux schémas d'échantillonnage compressif prospectif pour l'IRM haute résolution.
C. Lazarus, P. Weiss, N. Chauffert, A. Vignaud, P. Ciuciu
Proc. GRETSI (2017)
(pdf)
-
Approches variationnelles pour le stippling: distances L2 ou transport optimal ?
F. De Gournay, J. Kahn, L. Lebrat, P. Weiss
Proc. GRETSI (2017)
(pdf)
-
On the generation of sampling schemes for Magnetic Resonance Imaging.
C. Boyer, N. Chauffert, P. Ciuciu, J. Kahn, P. Weiss
SIAM Imaging Science, Vol. 9, N.4, 2039-2072 (2016)
(pdf)
-
Gradient waveform design for variable density sampling in Magnetic Resonance Imaging.
N. Chauffert, P. Weiss, J. Kahn, P. Ciuciu
IEEE Transactions on Medical Imaging, 35(9), 2026-2039 (2016)
(pdf)
-
An analysis of block sampling strategies in compressed sensing.
J. Bigot, C. Boyer, P. Weiss
IEEE Information Theory, 62(4), 2125-2139 (2016)
(pdf)
-
Structure tensor based analysis of cells and nuclei organization in tissues.
W. Zhang, J. Fehrenbach, A. Desmaison, V. Lobjois, B. Ducommun, P. Weiss*
IEEE Transactions on Medical Imaging, vol. 35, Issue 1 (2016)
(pdf)
-
Sparse Wavelet Representation of Spatially Varying Blurring Operators.
P. Escande, P. Weiss
SIAM Imaging Science, Vol. 8, N. 4, pp. 2976-3014, (2015).
(pdf)
-
Graph Cut Based Segmentation of Predefined Shapes: Applications to Biological Imaging.
E. Soubies, P. Weiss, X. Descombes
Book chapter, Pattern Recognition Applications and Methods: A. Fred & M. De Marisco editors, Springer (2015).
(pdf)
-
Bilevel Image Denoising using Gaussianity Tests.
J. Fehrenbach, M. Nikolova, G. Steidl, P. Weiss
Proc. SSVM (2015).
(pdf)
-
Variable density sampling based on physically plausible gradient waveform. Application to 3D MRI angiography.
N. Chauffert, P. Weiss, M. Boucher, S. Mériaux, P. Ciuciu
Proc ISBI (2015).
(pdf)
-
Echantillonnage compressé avec acquisition structurée et parcimonie structurée.
C. Boyer, J. Bigot, P. Weiss
Proc. GRETSI (2015).
(pdf)
-
Approximation et Estimation des Opérateurs de Flou Variable.
P. Escande, P. Weiss
Proc. GRETSI (2015).
(pdf)
-
Comment représenter une image avec un spaghetti ?
N. Chauffert, P. Ciuciu, J. Kahn, P. Weiss
GRETSI (2015).
(pdf)
-
Sur la génération de schémas d'échantillonnage compressé en IRM.
P. Weiss, N. Chauffert, C. Boyer, J. Kahn, P. Ciuciu
GRETSI (2015).
(pdf)
-
Variable density sampling with continuous trajectories: application to MRI.
N. Chauffert, P. Ciuciu, J. Kahn, P. Weiss
SIAM Journal on Imaging Science, vol. 7, issue 4 (2014)
(pdf)
-
An algorithm for variable density sampling with block-constrained acquisition.
C. Boyer, P. Weiss, J. Bigot
SIAM Journal on Imaging Science, vol. 7, issue 2 (2014)
(pdf)
-
Processing stationary noise: model and parameter selection in variational methods.
J. Fehrenbach, P. Weiss
SIAM Journal on Imaging Science, vol. 7, issue 2 (2014)
(pdf)
-
On variant strategies to solve the magnitude least squares optimization problem in parallel transmission pulse design and under strict SAR and power constraints.
A. Hoyos-Idrobo, P. Weiss, A. Massire, A. Amadon, N. Boulant
IEEE Transactions on Medical Imaging, vol. 33, issue 3 (2014)
(pdf)
-
Microdevice arrays of high aspect ratio Poly(DiMethylSiloxane) pillars for the investigation of multicellular tumour spheroids mechanical properties.
L. Aoun, P. Weiss, A. Laborde, B. Ducommun, V. Lobjois, C. Vieu
Lab On Chip, vol. 14, pp. 2344–2353 (2014)
-
Hyperspectral pan-sharpening: a convex constrained formulation to impose parallel level lines.
A. Huck, F. de Vieilleville, P. Weiss, M. Grizonet
Proc. WHISPERS (2014)
(pdf)
-
Optical signature of multicellular tumor spheroids using index-mismatch induced spherical aberrations.
G. Le Corre, P. Weiss, B. Ducommun, C. Lorenzo
SPIE Optical Interactions with Tissues and Cells (2014)
-
PDMS microdevice arrays for measuring the forces exerted by growing multicellular tumor spheroids.
L. Aoun, S. Larnier, P. Weiss, A. Herbulot, B. Ducommun, V. Lobjois, C. Vieu
Proc. MicroTAS (2014)
(pdf)
-
Travelling salesman-based variable density sampling.
N. Chauffert, P. Ciuciu, J. Kahn, P. Weiss
Proc. Sampta (2013)
(pdf)
-
A theoretical analysis of a sampling strategy among blocks of measurements for compressed sensing.
C. Boyer, J. Bigot, P. Weiss
Proc. Sampta (2013)
(pdf)
-
From variable density sampling to continuous sampling using Markov chains.
N. Chauffert, P. Ciuciu, F. Gamboa, P. Weiss
Proc. Sampta (2013)
(pdf)
-
Image restoration using sparse approximations of spatially varying blur operators in the wavelet domain.
P. Escande, P. Weiss, F. Malgouyres
Proc. NCMIP, Journal of Physics: Conference Series, IOP Publishing (2013)
(pdf)
-
Variable density compressed sensing in MRI. Theoretical vs heuristic sampling strategies.
N. Chauffert, P. Ciuciu, P. Weiss
Proc. ISBI (2013)
(pdf)
-
Spatially varying blur recovery: diagonal approximations in the wavelet domain.
P. Escande, P. Weiss, F. Malgouyres
Proc. ICPRAM (2013)
(pdf)
-
A 3D segmentation algorithm for ellipsoidal shapes: application to nuclei extraction.
E. Soubies, P. Weiss, X. Descombes
Proc. ICPRAM (2013)
(pdf)
-
On the illumination invariance of the level lines under directed light. Application to change detection.
P. Weiss, A. Fournier, L. Blanc-Féraud, G. Aubert
SIAM Journal on Imaging Sciences, Vol. 4, No. 1, pp. 448–471 (2011)
(pdf)
-
Live cell division dynamics monitoring in 3D large spheroid tumor models using light sheet microscopy.
C. Lorenzo, C. Frongia, R. Jorand, J. Fehrenbach, P. Weiss, A. Maandhui, G. Gay, B. Ducommun, V. Lobjois*
6:22, Cell Division (2011)
(pdf)
-
Accelerating ISTA with an active set strategy.
M. Kowalski, P. Weiss, A. Gramfort, S. Anthoine
Workshop NIPS Opt2011 (2011)
(pdf)
-
Alternating Direction Method of Multipliers Applied to 3D Light Sheet Fluorescence Microscopy Image Deblurring Using GPU Hardware.
F. De Vieilleville, P. Weiss, V. Lobjois, D. Kouamé
EMBC (2011)
(pdf)
-
Restauration 3D en imagerie fluorescente par feuille de lumière avec implantation GPU.
F. De Vieilleville, P. Weiss, V. Lobjois, D. Kouamé
GRETSI (2011)
(pdf)
-
Solving Constrained Total-Variation Image Restoration and Reconstruction Problems via Alternating Direction Methods.
M. Ng, P. Weiss, X.-M. Yuan
SIAM Journal on Scientific Computing, Vol. 32 (2010)
(pdf)
-
Minimax current density coil design.
M. Poole, P. Weiss, H. Sanchez Lopez, M. Ng, S. Crozier
Journal of Physics D: Applied Physics, Vol. 43 (2010)
(pdf)
-
Régularité et parcimonie pour les problèmes inverses en imagerie : algorithmes et comparaisons.
M. Carlavan, P. Weiss, L. Blanc-Féraud
Traitement du Signal, Vol. 27, No. 2 (2010)
(pdf)
-
Temperature Characteristics of Gradient Coils with Minimax Current Density.
M. Poole, P. Weiss, H. Sanchez Lopez, M. Ng, S. Crozier
Proceedings of the International Society for Magnetic Resonance in Medicine, 18, 564, (2010)
(pdf)
-
Minimax Current Density Coil Design.
M. Poole, P. Weiss, H. Sanchez Lopez, M. Ng, S. Crozier
Proceedings of the International Society for Magnetic Resonance in Medicine, 18, 564, (2010)
(pdf)
-
Efficient schemes for total variation minimization under constraints in image processing.
P. Weiss, L. Blanc-Féraud, G. Aubert
SIAM Journal on Scientific Computing, Vol. 31, No. 3, pp. 2047–2080 (2009)
(pdf)
-
Algorithme rapide pour la restauration d'image régularisée sur les coefficients d'ondelettes.
M. Carlavan, P. Weiss, L. Blanc-Féraud, J. Zerubia
Proc. GRETSI Symposium on Signal and Image Processing, Dijon, France, septembre (2009)
(pdf)
-
A proximal method for inverse problems in image processing.
P. Weiss, L. Blanc-Féraud
Proc. EUSIPCO, Glasgow, Scotland, août (2009)
(pdf)
-
Complex wavelet regularization for solving inverse problems in remote sensing.
M. Carlavan, P. Weiss, L. Blanc-Féraud, J. Zerubia
Proc. IGARSS, Cape Town, South Africa, juillet (2009)
(pdf)
-
Smoothing techniques for convex problems. Applications in image processing.
P. Weiss, M. Carlavan, L. Blanc-Féraud, J. Zerubia
Proc. SAMPTA, Marseille, France, mai (2009)
(pdf)
-
A contrast equalization procedure for change detection algorithms: applications to remotely sensed images of urban areas.
A. Fournier, P. Weiss, L. Blanc-Féraud, G. Aubert
International Conference on Pattern Recognition (ICPR), Tampa, USA, décembre (2008)
(pdf)
-
Compression artifacts reduction using variational methods: algorithms and experimental study.
P. Weiss, L. Blanc-Féraud, T. André, M. Antonini
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Las Vegas, USA, mars (2008)
(pdf)
-
Sur la complexité et la rapidité d’algorithmes pour la minimisation de la variation totale sous contraintes.
P. Weiss, L. Blanc-Féraud, G. Aubert
Proc. GRETSI Symposium on Signal and Image Processing, septembre (2007)
(pdf)
-
Reconstruction d'images satellitaires à partir d'un échantillonnage irrégulier.
M. Carlavan, P. Weiss, L. Blanc-Féraud, J. Zerubia
Rapport de Recherche 6732, INRIA (2008)
(pdf)
-
Some applications of L-infinite norms in image processing.
P. Weiss, G. Aubert, L. Blanc-Féraud
Rapport de Recherche 6115, INRIA, septembre (2006)
(pdf)
I try to travel with a lot of caution to reduce my carbon footprint.