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Michael A. Unser
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- affiliation: Swiss Federal Institute of Technology in Lausanne, Switzerland
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2020 – today
- 2025
[j275]Rahul Parhi
, Michael Unser:
Function-Space Optimality of Neural Architectures with Multivariate Nonlinearities. SIAM J. Math. Data Sci. 7(1): 110-135 (2025)- [j274]Yekta Kesenci, Aleix Boquet-Pujadas, Michael Unser, Jean-Christophe Olivo-Marin:
Estimation of Stiffness Maps in Deforming Cells Through Optical Flow With Bounded Curvature. IEEE Trans. Medical Imaging 44(3): 1400-1415 (2025) - [i64]Mehrsa Pourya, Maïka Nogarotto, Michael Unser:
Comparison of 2D Regular Lattices for the CPWL Approximation of Functions. CoRR abs/2502.03115 (2025) - [i63]Mehrsa Pourya, Erich Kobler, Michael Unser, Sebastian Neumayer:
DEALing with Image Reconstruction: Deep Attentive Least Squares. CoRR abs/2502.04079 (2025) - [i62]Michael Unser, Stanislas Ducotterd:
Universal Architectures for the Learning of Polyhedral Norms and Convex Regularization Functionals. CoRR abs/2503.19190 (2025) - 2024
- [j273]Michael Unser:
From Kernel Methods to Neural Networks: A Unifying Variational Formulation. Found. Comput. Math. 24(6): 1779-1818 (2024) - [j272]Alexis Goujon, Arian Etemadi, Michael Unser:
On the number of regions of piecewise linear neural networks. J. Comput. Appl. Math. 441: 115667 (2024) - [j271]Sebastian Neumayer, Lénaïc Chizat, Michael Unser:
On the Effect of Initialization: The Scaling Path of 2-Layer Neural Networks. J. Mach. Learn. Res. 25: 15:1-15:24 (2024) - [j270]Stanislas Ducotterd, Alexis Goujon, Pakshal Bohra, Dimitris Perdios, Sebastian Neumayer, Michael Unser:
Improving Lipschitz-Constrained Neural Networks by Learning Activation Functions. J. Mach. Learn. Res. 25: 65:1-65:30 (2024) - [j269]Aleix Boquet-Pujadas, Pol del Aguila Pla, Michael Unser:
Sensitivity-Aware Density Estimation in Multiple Dimensions. IEEE Trans. Pattern Anal. Mach. Intell. 46(11): 7120-7135 (2024) - [j268]Alexis Goujon, Sebastian Neumayer, Michael Unser:
Learning Weakly Convex Regularizers for Convergent Image-Reconstruction Algorithms. SIAM J. Imaging Sci. 17(1): 91-115 (2024) - [j267]Rahul Parhi, Michael Unser:
Distributional Extension and Invertibility of the \(\boldsymbol{k}\)-Plane Transform and Its Dual. SIAM J. Math. Anal. 56(4): 4662-4686 (2024) - [j266]Mehrsa Pourya, Aleix Boquet-Pujadas, Michael Unser:
A Box-Spline Framework for Inverse Problems With Continuous-Domain Sparsity Constraints. IEEE Trans. Computational Imaging 10: 790-805 (2024) - [c229]Stanislas Ducotterd, Sebastian Neumayer, Michael Unser:
Learning a Convex Patch-Based Synthesis Model via Deep Equilibrium. ICASSP 2024: 2031-2035 - [c228]Mehrsa Pourya, Youssef Haouchat, Michael Unser:
A Continuous-Domain Solution for Computed Tomography with Hessian Total-Variation Regularization. ISBI 2024: 1-5 - [d4]Yan Liu, Jonathan Chuah, Andre C. Stiel, Michael Unser, Jonathan Dong:
Quantitative Unmixing in Photoswitching Optoacoustic Tomography. Zenodo, 2024
- [i61]Rahul Parhi, Pakshal Bohra, Ayoub El Biari, Mehrsa Pourya, Michael Unser:
Random ReLU Neural Networks as Non-Gaussian Processes. CoRR abs/2405.10229 (2024) - [i60]Mehrsa Pourya, Sebastian Neumayer, Michael Unser:
Iteratively Refined Image Reconstruction with Learned Attentive Regularizers. CoRR abs/2407.06608 (2024) - [i59]Sébastien Herbreteau, Michael Unser:
Self-Calibrated Variance-Stabilizing Transformations for Real-World Image Denoising. CoRR abs/2407.17399 (2024) - [i58]Michael Unser, Stanislas Ducotterd:
Parseval Convolution Operators and Neural Networks. CoRR abs/2408.09981 (2024) - [i57]Michael Unser, Alexis Goujon, Stanislas Ducotterd:
Controlled Learning of Pointwise Nonlinearities in Neural-Network-Like Architectures. CoRR abs/2408.13114 (2024) - [i56]Stanislas Ducotterd, Sebastian Neumayer, Michael Unser:
Learning of Patch-Based Smooth-Plus-Sparse Models for Image Reconstruction. CoRR abs/2412.13070 (2024) - 2023
- [j265]Michael Unser:
Ridges, Neural Networks, and the Radon Transform. J. Mach. Learn. Res. 24: 37:1-37:33 (2023) - [j264]Sebastian Neumayer, Alexis Goujon, Pakshal Bohra, Michael Unser:
Approximation of Lipschitz Functions Using Deep Spline Neural Networks. SIAM J. Math. Data Sci. 5(2): 306-322 (2023) - [j263]Shayan Aziznejad, Joaquim Campos, Michael Unser:
Measuring Complexity of Learning Schemes Using Hessian-Schatten Total Variation. SIAM J. Math. Data Sci. 5(2): 422-445 (2023) - [j262]Rahul Parhi, Michael Unser:
The Sparsity of Cycle Spinning for Wavelet-Based Solutions of Linear Inverse Problems. IEEE Signal Process. Lett. 30: 568-572 (2023) - [j261]Jonathan Dong, Lorenzo Valzania, Antoine Maillard, Thanh-An Pham, Sylvain Gigan, Michael Unser:
Phase Retrieval: From Computational Imaging to Machine Learning: A tutorial. IEEE Signal Process. Mag. 40(1): 45-57 (2023) - [j260]Selin Aviyente, Alejandro F. Frangi, Erik Meijering, Arrate Muñoz-Barrutia, Michael Liebling, Dimitri Van De Ville, Jean-Christophe Olivo-Marin, Jelena Kovacevic, Michael Unser:
From Nano to Macro: An overview of the IEEE Bio Image and Signal Processing Technical Committee. IEEE Signal Process. Mag. 40(4): 61-71 (2023) - [j259]Pol del Aguila Pla, Sebastian Neumayer, Michael Unser:
Stability of Image-Reconstruction Algorithms. IEEE Trans. Computational Imaging 9: 1-12 (2023) - [j258]Alexis Goujon, Sebastian Neumayer, Pakshal Bohra, Stanislas Ducotterd, Michael Unser:
A Neural-Network-Based Convex Regularizer for Inverse Problems. IEEE Trans. Computational Imaging 9: 781-795 (2023) - [j257]Pakshal Bohra, Pol del Aguila Pla, Jean-François Giovannelli, Michael Unser:
A Statistical Framework to Investigate the Optimality of Signal-Reconstruction Methods. IEEE Trans. Signal Process. 71: 2043-2055 (2023) - [c227]Aleix Boquet-Pujadas, Pol del Aguila Pla, Michael Unser:
PET Rebinning with Regularized Density Splines. ISBI 2023: 1-4 - [c226]Yekta Kesenci, Aleix Boquet-Pujadas, Michael Unser, Jean-Christophe Olivo-Marin:
Probing Intracellular Elasticity with Minimal-Hessian Registration. ISBI 2023: 1-5 - [c225]Kay Lächler, Hélène Lajous, Michael Unser, Meritxell Bach Cuadra, Pol del Aguila Pla:
Self-Supervised Isotropic Superresolution Fetal Brain MRI. ISBI 2023: 1-5 - [i55]Sebastian Neumayer, Lénaïc Chizat, Michael Unser:
On the Effect of Initialization: The Scaling Path of 2-Layer Neural Networks. CoRR abs/2303.17805 (2023) - [i54]Alexis Goujon, Sebastian Neumayer, Michael Unser:
Learning Weakly Convex Regularizers for Convergent Image-Reconstruction Algorithms. CoRR abs/2308.10542 (2023) - [i53]Yan Liu, Jonathan Dong, Thanh-An Pham, François Marelli, Michael Unser:
Mechanical Artifacts in Optical Projection Tomography: Classification and Automatic Calibration. CoRR abs/2309.16677 (2023) - [i52]Rahul Parhi, Michael Unser:
Banach Space Optimality of Neural Architectures With Multivariate Nonlinearities. CoRR abs/2310.03696 (2023) - 2022
- [j256]Virginie Uhlmann, Zsuzsanna Püspöki, Adrien Depeursinge, Michael Unser, Daniel Sage, Julien Fageot:
Steer'n'Detect: fast 2D template detection with accurate orientation estimation. Bioinform. 38(11): 3146-3148 (2022) - [j255]Thomas Debarre, Quentin Denoyelle, Michael Unser, Julien Fageot:
Sparsest piecewise-linear regression of one-dimensional data. J. Comput. Appl. Math. 406: 114044 (2022) - [j254]Pakshal Bohra, Thanh-An Pham, Jonathan Dong, Michael Unser:
Bayesian Inversion for Nonlinear Imaging Models Using Deep Generative Priors. IEEE Trans. Computational Imaging 8: 1237-1249 (2022) - [j253]Icíar Lloréns Jover, Thomas Debarre, Shayan Aziznejad, Michael Unser:
Coupled Splines for Sparse Curve Fitting. IEEE Trans. Image Process. 31: 4707-4718 (2022) - [c224]Pol del Aguila Pla, Michael Unser:
Bona Fide Riesz Projections for Density Estimation. ICASSP 2022: 5613-5616 - [c223]Jonathan Dong, Erik Börve, Mushegh Rafayelyan, Michael Unser:
Asymptotic Stability in Reservoir Computing. IJCNN 2022: 1-8 - [d3]Yan Liu, Jonathan Dong, Thanh-An Pham, François Marelli, Michael Unser:
Mechanical Artifacts in Optical Projection Tomography: Classification and Automatic Calibration. Zenodo, 2022 - [d2]Yan Liu, Jonathan Dong, Cédric Schmidt, Aleix Boquet-Pujadas, Jérôme Extermann, Michael Unser:
Dataset provided with "Artifacts in Optical Projection Tomography Due to Refractive-Index Mismatch: Model and Correction". Zenodo, 2022 - [i51]Alexis Goujon, Joaquim Campos, Michael Unser:
Stable Parametrization of Continuous and Piecewise-Linear Functions. CoRR abs/2203.05261 (2022) - [i50]Pakshal Bohra, Thanh-An Pham, Jonathan Dong, Michael Unser:
Bayesian Inversion for Nonlinear Imaging Models using Deep Generative Priors. CoRR abs/2203.10078 (2022) - [i49]Sebastian Neumayer, Alexis Goujon, Pakshal Bohra, Michael Unser:
Approximation of Lipschitz Functions using Deep Spline Neural Networks. CoRR abs/2204.06233 (2022) - [i48]Pol del Aguila Pla, Michael Unser:
Bona fide Riesz projections for density estimation. CoRR abs/2204.13606 (2022) - [i47]Jonathan Dong, Erik Börve, Mushegh Rafayelyan, Michael Unser:
Asymptotic Stability in Reservoir Computing. CoRR abs/2206.03854 (2022) - [i46]Pol del Aguila Pla, Sebastian Neumayer, Michael Unser:
Stability of image reconstruction algorithms. CoRR abs/2206.07128 (2022) - [i45]Alexis Goujon, Arian Etemadi, Michael Unser:
The Role of Depth, Width, and Activation Complexity in the Number of Linear Regions of Neural Networks. CoRR abs/2206.08615 (2022) - [i44]Michael Unser:
From Kernel Methods to Neural Networks: A Unifying Variational Formulation. CoRR abs/2206.14625 (2022) - [i43]Mehrsa Pourya, Alexis Goujon, Michael Unser:
Delaunay-Triangulation-Based Learning with Hessian Total-Variation Regularization. CoRR abs/2208.07787 (2022) - [i42]Stanislas Ducotterd, Alexis Goujon, Pakshal Bohra, Dimitris Perdios, Sebastian Neumayer, Michael Unser:
Improving Lipschitz-Constrained Neural Networks by Learning Activation Functions. CoRR abs/2210.16222 (2022) - [i41]Kay Lächler, Hélène Lajous, Michael Unser, Meritxell Bach Cuadra, Pol del Aguila Pla:
Self-Supervised Isotropic Superresolution Fetal Brain MRI. CoRR abs/2211.06502 (2022) - [i40]Alexis Goujon, Sebastian Neumayer, Pakshal Bohra, Stanislas Ducotterd, Michael Unser:
A Neural-Network-Based Convex Regularizer for Image Reconstruction. CoRR abs/2211.12461 (2022) - 2021
- [j252]Michael Unser:
A Unifying Representer Theorem for Inverse Problems and Machine Learning. Found. Comput. Math. 21(4): 941-960 (2021) - [j251]Alexis Goujon, Shayan Aziznejad, Alireza Naderi, Michael Unser:
Shortest-support multi-spline bases for generalized sampling. J. Comput. Appl. Math. 395: 113610 (2021) - [j250]Shayan Aziznejad, Michael Unser:
Multikernel Regression with Sparsity Constraint. SIAM J. Math. Data Sci. 3(1): 201-224 (2021) - [j249]Harshit Gupta, Michael T. McCann, Laurène Donati, Michael Unser:
CryoGAN: A New Reconstruction Paradigm for Single-Particle Cryo-EM Via Deep Adversarial Learning. IEEE Trans. Computational Imaging 7: 759-774 (2021) - [j248]Julien Fageot, Virginie Uhlmann, Zsuzsanna Püspöki, Benjamin Beck, Michael Unser, Adrien Depeursinge:
Principled Design and Implementation of Steerable Detectors. IEEE Trans. Image Process. 30: 4465-4478 (2021) - [j247]Anaïs Badoual, Lucia Romani, Michael Unser:
Active Subdivision Surfaces for the Semiautomatic Segmentation of Biomedical Volumes. IEEE Trans. Image Process. 30: 5739-5753 (2021) - [j246]Fangshu Yang, Thanh-An Pham, Nathalie Brandenberg, Matthias P. Lütolf, Jianwei Ma, Michael Unser:
Robust Phase Unwrapping via Deep Image Prior for Quantitative Phase Imaging. IEEE Trans. Image Process. 30: 7025-7037 (2021) - [j245]Jaejun Yoo, Kyong Hwan Jin, Harshit Gupta, Jérôme Yerly, Matthias Stuber, Michael Unser:
Time-Dependent Deep Image Prior for Dynamic MRI. IEEE Trans. Medical Imaging 40(12): 3337-3348 (2021) - [c222]Quentin Denoyelle, Thanh-An Pham, Pol del Aguila Pla, Daniel Sage, Michael Unser:
Optimal-Transport-Based Metric For SMLM. ISBI 2021: 797-801 - [c221]Thanh-An Pham, Emmanuel Soubies, Ferréol Soulez, Michael Unser:
Diffraction Tomography From Single-Molecule Localization Microscopy: Numerical Feasibility. ISBI 2021: 854-857 - [c220]Mehrsa Pourya, Shayan Aziznejad, Michael Unser, Daniel Sage:
Graphic: Graph-Based Hierarchical Clustering For Single-Molecule Localization Microscopy. ISBI 2021: 1892-1896 - [i39]Shayan Aziznejad, Joaquim Campos, Michael Unser:
Measuring Complexity of Learning Schemes Using Hessian-Schatten Total-Variation. CoRR abs/2112.06209 (2021) - [i38]Shayan Aziznejad, Thomas Debarre, Michael Unser:
Sparsest Univariate Learning Models Under Lipschitz Constraint. CoRR abs/2112.13542 (2021) - 2020
- [j244]Julien Fageot, Shayan Aziznejad, Michael Unser, Virginie Uhlmann:
Support and approximation properties of Hermite splines. J. Comput. Appl. Math. 368 (2020) - [j243]Anna Song, Virginie Uhlmann, Julien Fageot, Michael Unser:
Dictionary Learning for Two-Dimensional Kendall Shapes. SIAM J. Imaging Sci. 13(1): 141-175 (2020) - [j242]Thanh-An Pham, Emmanuel Soubies, Ahmed B. Ayoub, JooWon Lim, Demetri Psaltis, Michael Unser:
Three-Dimensional Optical Diffraction Tomography With Lippmann-Schwinger Model. IEEE Trans. Computational Imaging 6: 727-738 (2020) - [j241]Mona Zehni, Laurène Donati, Emmanuel Soubies, Zhizhen Zhao, Michael Unser:
Joint Angular Refinement and Reconstruction for Single-Particle Cryo-EM. IEEE Trans. Image Process. 29: 6151-6163 (2020) - [j240]Leello Dadi, Shayan Aziznejad, Michael Unser:
Generating Sparse Stochastic Processes Using Matched Splines. IEEE Trans. Signal Process. 68: 4397-4406 (2020) - [j239]Pakshal Bohra, Michael Unser:
Continuous-Domain Signal Reconstruction Using $L_{p}$-Norm Regularization. IEEE Trans. Signal Process. 68: 4543-4554 (2020) - [j238]Shayan Aziznejad, Harshit Gupta, Joaquim Campos, Michael Unser:
Deep Neural Networks With Trainable Activations and Controlled Lipschitz Constant. IEEE Trans. Signal Process. 68: 4688-4699 (2020) - [j237]Michael Unser:
A Note on BIBO Stability. IEEE Trans. Signal Process. 68: 5904-5913 (2020) - [c219]Harshit Gupta, Thong H. Phan, Jaejun Yoo, Michael Unser:
Multi-CryoGAN: Reconstruction of Continuous Conformations in Cryo-EM Using Generative Adversarial Networks. ECCV Workshops (1) 2020: 429-444 - [c218]Shayan Aziznejad, Emmanuel Soubies, Michael Unser:
Dictionary Learning with Statistical Sparsity in the Presence of Noise. EUSIPCO 2020: 2026-2029 - [c217]Pakshal Bohra, Michael Unser:
Computation of "Best" Interpolants in the Lp Sense. ICASSP 2020: 5505-5509 - [c216]Thanh-An Pham, Emmanuel Soubies, Ahmed B. Ayoub, Demetri Psaltis, Michael Unser:
Adaptive Regularization for Three-Dimensional Optical Diffraction Tomography. ISBI 2020: 182-186 - [c215]Thomas Debarre, Benjamin Watts, Benedikt Rösner, Michael Unser:
Hessian Splines for Scanning Transmission X-Ray Microscopy. ISBI 2020: 199-202 - [d1]Michael T. McCann, Vincent Andrearczyk, Michael Unser, Adrien Depeursinge:
Code for "Fast Rotational Sparse Coding". Zenodo, 2020 - [i37]Shayan Aziznejad, Harshit Gupta, Joaquim Campos, Michael Unser:
Deep Neural Networks with Trainable Activations and Controlled Lipschitz Constant. CoRR abs/2001.06263 (2020) - [i36]Fangshu Yang, Thanh-An Pham, Nathalie Brandenberg, Matthias P. Lütolf, Jianwei Ma, Michael Unser:
Robust Phase Unwrapping via Deep Image Prior for Quantitative Phase Imaging. CoRR abs/2009.11554 (2020) - [i35]Quentin Denoyelle, Thanh-An Pham, Pol del Aguila Pla, Daniel Sage, Michael Unser:
Optimal transport-based metric for SMLM. CoRR abs/2010.13423 (2020) - [i34]Alexis Goujon, Shayan Aziznejad, Alireza Naderi, Michael Unser:
Shortest Multi-Spline Bases for Generalized Sampling. CoRR abs/2012.08954 (2020)
2010 – 2019
- 2019
- [j236]Anaïs Badoual, Michael Unser, Adrien Depeursinge:
Texture-driven parametric snakes for semi-automatic image segmentation. Comput. Vis. Image Underst. 188 (2019) - [j235]Michael T. McCann, Michael Unser:
Biomedical Image Reconstruction: From the Foundations to Deep Neural Networks. Found. Trends Signal Process. 13(3): 283-359 (2019) - [j234]Michael Unser:
A Representer Theorem for Deep Neural Networks. J. Mach. Learn. Res. 20: 110:1-110:30 (2019) - [j233]Zsuzsanna Püspöki, Julien Fageot, Arash Amini, John Paul Ward, Michael Unser:
Angular Accuracy of Steerable Feature Detectors. SIAM J. Imaging Sci. 12(1): 344-371 (2019) - [j232]Emmanuel Soubies, Michael Unser:
Computational Super-Sectioning for Single-Slice Structured-Illumination Microscopy. IEEE Trans. Computational Imaging 5(2): 240-250 (2019) - [j231]Thomas Debarre, Julien Fageot, Harshit Gupta, Michael Unser:
B-Spline-Based Exact Discretization of Continuous-Domain Inverse Problems With Generalized TV Regularization. IEEE Trans. Inf. Theory 65(7): 4457-4470 (2019) - [j230]Thomas Debarre, Shayan Aziznejad, Michael Unser:
Hybrid-Spline Dictionaries for Continuous-Domain Inverse Problems. IEEE Trans. Signal Process. 67(22): 5824-5836 (2019) - [c214]Mona Zehni, Laurène Donati, Emmanuel Soubies, Zhizhen Zhao, Minh N. Do, Michael Unser:
Joint density map and continuous angular refinement in cryo-electron microscopy. Computational Imaging 2019 - [c213]Shayan Aziznejad, Michael Unser:
Deep Spline Networks with Control of Lipschitz Regularity. ICASSP 2019: 3242-3246 - [c212]Thomas Debarre, Julien Fageot, Harshit Gupta, Michael Unser:
Solving Continuous-domain Problems Exactly with Multiresolution B-splines. ICASSP 2019: 5122-5126 - [c211]Laurène Donati, Emmanuel Soubies, Michael Unser:
Inner-Loop-Free Admm For Cryo-Em. ISBI 2019: 307-311 - [c210]Thanh-An Pham, Emmanuel Soubies, Daniel Sage, Michael Unser:
Closed-Form Expression Of The Fourier Ring-Correlation For Single-Molecule Localization Microscopy. ISBI 2019: 321-324 - [c209]Anais Badoual, Aymeric Galan, Daniel Sage, Michael Unser:
Deforming Tessellations For The Segmentation Of Cell Aggregates. ISBI 2019: 1013-1017 - [c208]Lucia Romani, Anaïs Badoual, Michael Unser:
Normal-Based Interpolating Subdivision for the Geometric Representation of Deformable Models. ISBI 2019: 1839-1843 - [i33]Kyong Hwan Jin, Michael Unser, Kwang Moo Yi:
Self-Supervised Deep Active Accelerated MRI. CoRR abs/1901.04547 (2019) - [i32]Kyong Hwan Jin, Harshit Gupta, Jerome Yerly, Matthias Stuber, Michael Unser:
Time-Dependent Deep Image Prior for Dynamic MRI. CoRR abs/1910.01684 (2019) - 2018
- [j229]Virginie Uhlmann, Carsten Haubold, Fred A. Hamprecht, Michael Unser:
DiversePathsJ: diverse shortest paths for bioimage analysis. Bioinform. 34(3): 538-540 (2018) - [j228]Daniel Schmitter, Michael Unser:
Landmark-Based Shape Encoding and Sparse-Dictionary Learning in the Continuous Domain. IEEE Trans. Image Process. 27(1): 365-378 (2018) - [j227]Junhong Min, Kyong Hwan Jin, Michael Unser, Jong Chul Ye:
Grid-Free Localization Algorithm Using Low-Rank Hankel Matrix for Super-Resolution Microscopy. IEEE Trans. Image Process. 27(10): 4771-4786 (2018) - [j226]Denis Fortun, Martin Storath, Dennis Rickert, Andreas Weinmann, Michael Unser:
Fast Piecewise-Affine Motion Estimation Without Segmentation. IEEE Trans. Image Process. 27(11): 5612-5624 (2018) - [j225]Denis Fortun, Paul Guichard, Virginie Hamel, Carlos Oscar Sánchez Sorzano, Niccolo Banterle, Pierre Gonczy, Michael Unser:
Reconstruction From Multiple Particles for 3D Isotropic Resolution in Fluorescence Microscopy. IEEE Trans. Medical Imaging 37(5): 1235-1246 (2018) - [j224]Harshit Gupta, Kyong Hwan Jin, Ha Q. Nguyen, Michael T. McCann, Michael Unser:
CNN-Based Projected Gradient Descent for Consistent CT Image Reconstruction. IEEE Trans. Medical Imaging 37(6): 1440-1453 (2018) - [j223]Ha Q. Nguyen, Emrah Bostan, Michael Unser:
Learning Convex Regularizers for Optimal Bayesian Denoising. IEEE Trans. Signal Process. 66(4): 1093-1105 (2018) - [j222]Harshit Gupta, Julien Fageot, Michael Unser:
Continuous-Domain Solutions of Linear Inverse Problems With Tikhonov Versus Generalized TV Regularization. IEEE Trans. Signal Process. 66(17): 4670-4684 (2018) - [j221]Anais Badoual, Julien Fageot, Michael Unser:
Periodic Splines and Gaussian Processes for the Resolution of Linear Inverse Problems. IEEE Trans. Signal Process. 66(22): 6047-6061 (2018) - [c207]Michael T. McCann, Laura Vilaclara, Michael Unser:
Region of interest X-ray computed tomography via corrected back projection. ISBI 2018: 65-69 - [c206]Kyong Hwan Jin, Michael Unser:
3D BBPConvNet to reconstruct parallel MRI. ISBI 2018: 361-364 - [c205]Thanh-An Pham, Emmanuel Soubies, JooWon Lim, Alexandre Goy, Ferréol Soulez, Demetri Psaltis, Michael Unser:
Phaseless diffraction tomography with regularized beam propagation. ISBI 2018: 1268-1271 - [c204]Adrien Depeursinge, Julien Fageot, Vincent Andrearczyk, John Paul Ward, Michael Unser:
Rotation Invariance and Directional Sensitivity: Spherical Harmonics versus Radiomics Features. MLMI@MICCAI 2018: 107-115 - [i31]Harshit Gupta, Julien Fageot, Michael Unser:
Continuous-Domain Solutions of Linear Inverse Problems with Tikhonov vs. Generalized TV Regularization. CoRR abs/1802.01344 (2018) - [i30]Denis Fortun, Martin Storath, Dennis Rickert, Andreas Weinmann, Michael Unser:
Fast Piecewise-Affine Motion Estimation Without Segmentation. CoRR abs/1802.01872 (2018) - [i29]Michael Unser:
A representer theorem for deep neural networks. CoRR abs/1802.09210 (2018) - [i28]Carsten Haubold, Virginie Uhlmann, Michael Unser, Fred A. Hamprecht:
Diverse M-Best Solutions by Dynamic Programming. CoRR abs/1803.05748 (2018) - [i27]Michael T. McCann, Michael Unser, Adrien Depeursinge:
Fast Rotational Sparse Coding. CoRR abs/1806.04374 (2018) - [i26]Kyong Hwan Jin, Gain Kim, Yusuf Leblebici, Jong Chul Ye, Michael Unser:
Direct Reconstruction of Saturated Samples in Band-Limited OFDM Signals. CoRR abs/1809.07188 (2018) - [i25]Shayan Aziznejad, Michael Unser:
An L1 Representer Theorem for Multiple-Kernel Regression. CoRR abs/1811.00836 (2018) - [i24]Emmanuel Soubies, Ferréol Soulez, Michael T. McCann, Thanh-An Pham, Laurène Donati, Thomas Debarre, Daniel Sage, Michael Unser:
Pocket Guide to Solve Inverse Problems with GlobalBioIm. CoRR abs/1812.07908 (2018) - 2017
- [j220]Anais Badoual, Paola Novara, Lucia Romani, Daniel Schmitter, Michael Unser:
A non-stationary subdivision scheme for the construction of deformable models with sphere-like topology. Graph. Model. 94: 38-51 (2017) - [j219]Daniel Schmitter, Julien Fageot, Anais Badoual, Pablo García-Amorena, Michael Unser:
Compactly-supported smooth interpolators for shape modeling with varying resolution. Graph. Model. 94: 52-64 (2017) - [j218]Daniel Schmitter, Pablo García-Amorena, Michael Unser:
Smooth shapes with spherical topology: Beyond traditional modeling, efficient deformation, and interaction. Comput. Vis. Media 3(3): 199-215 (2017) - [j217]Michael Unser, Julien Fageot, John Paul Ward:
Splines Are Universal Solutions of Linear Inverse Problems with Generalized TV Regularization. SIAM Rev. 59(4): 769-793 (2017) - [j216]Daniel Schmitter, Michael Unser:
Shape Projectors for Landmark-Based Spline Curves. IEEE Signal Process. Lett. 24(10): 1517-1521 (2017) - [j215]Michael T. McCann, Kyong Hwan Jin, Michael Unser:
Convolutional Neural Networks for Inverse Problems in Imaging: A Review. IEEE Signal Process. Mag. 34(6): 85-95 (2017) - [j214]Anais Badoual, Daniel Schmitter, Virginie Uhlmann, Michael Unser:
Multiresolution Subdivision Snakes. IEEE Trans. Image Process. 26(3): 1188-1201 (2017) - [j213]Adrien Depeursinge, Zsuzsanna Püspöki, John Paul Ward, Michael Unser:
Steerable Wavelet Machines (SWM): Learning Moving Frames for Texture Classification. IEEE Trans. Image Process. 26(4): 1626-1636 (2017) - [j212]Kyong Hwan Jin, Michael T. McCann, Emmanuel Froustey, Michael Unser:
Deep Convolutional Neural Network for Inverse Problems in Imaging. IEEE Trans. Image Process. 26(9): 4509-4522 (2017) - [j211]Michael T. McCann, Michael Unser:
High-Quality Parallel-Ray X-Ray CT Back Projection Using Optimized Interpolation. IEEE Trans. Image Process. 26(10): 4639-4647 (2017) - [j210]Martin Storath, Dennis Rickert, Michael Unser, Andreas Weinmann:
Fast Segmentation From Blurred Data in 3D Fluorescence Microscopy. IEEE Trans. Image Process. 26(10): 4856-4870 (2017) - [j209]Pedram Pad, Kasra Alishahi, Michael Unser:
Optimized Wavelet Denoising for Self-Similar α-Stable Processes. IEEE Trans. Inf. Theory 63(9): 5529-5543 (2017) - [c203]Carsten Haubold, Virginie Uhlmann, Michael Unser, Fred A. Hamprecht:
Diverse M-Best Solutions by Dynamic Programming. GCPR 2017: 255-267 - [c202]Morteza Hasani Shoreh, Alexandre Goy, JooWon Lim, Ulugbek Kamilov, Michael Unser, Demetri Psaltis:
Optical Tomography based on a nonlinear model that handles multiple scattering. ICASSP 2017: 6220-6224 - [c201]Pedram Pad, Farnood Salehi, L. Elisa Celis, Patrick Thiran, Michael Unser:
Dictionary Learning Based on Sparse Distribution Tomography. ICML 2017: 2731-2740 - [c200]Laurène Donati, Masih Nilchian, Michael Unser, Sylvain Trepout, Cédric Messaoudi, S. Marcoy:
Compressed sensing for dose reduction in STEM tomography. ISBI 2017: 23-27 - [c199]Daniel Schmitter, Michael Unser:
Closed-form alignment of active surface models using splines. ISBI 2017: 219-222 - [c198]Harshit Gupta, Daniel Schmitter, Virginie Uhlmann, Michael Unser:
General surface energy for spinal cord and aorta segmentation. ISBI 2017: 319-322 - [i23]Julien Fageot, Virginie Uhlmann, Michael Unser:
Gaussian and Sparse Processes Are Limits of Generalized Poisson Processes. CoRR abs/1702.05003 (2017) - [i22]Ha Q. Nguyen, Emrah Bostan, Michael Unser:
Learning Convex Regularizers for Optimal Bayesian Denoising. CoRR abs/1705.05591 (2017) - [i21]Emmanuel Soubies, Thanh-An Pham, Michael Unser:
Efficient Inversion of Multiple-Scattering Model for Optical Diffraction Tomography. CoRR abs/1708.00745 (2017) - [i20]Harshit Gupta, Kyong Hwan Jin, Ha Q. Nguyen, Michael T. McCann, Michael Unser:
CNN-Based Projected Gradient Descent for Consistent Image Reconstruction. CoRR abs/1709.01809 (2017) - [i19]Zsuzsanna Püspöki, Arash Amini, Julien Fageot, John Paul Ward, Michael Unser:
Angular Accuracy of Steerable Feature Detectors. CoRR abs/1710.03631 (2017) - [i18]Michael T. McCann, Kyong Hwan Jin, Michael Unser:
A Review of Convolutional Neural Networks for Inverse Problems in Imaging. CoRR abs/1710.04011 (2017) - 2016
- [j208]Daniel Schmitter, Ricard Delgado-Gonzalo, Michael Unser:
A family of smooth and interpolatory basis functions for parametric curve and surface representation. Appl. Math. Comput. 272: 53-63 (2016) - [j207]Zsuzsanna Püspöki, Daniel Sage, John Paul Ward, Michael Unser:
SpotCaliper: fast wavelet-based spot detection with accurate size estimation. Bioinform. 32(8): 1278-1280 (2016) - [j206]Charles Kervrann, Scott T. Acton, Jean-Christophe Olivo-Marin, Carlos Oscar Sánchez Sorzano, Michael Unser:
Introduction to the Issue on Advanced Signal Processing in Microscopy and Cell Imaging. IEEE J. Sel. Top. Signal Process. 10(1): 3-5 (2016) - [j205]Charles Kervrann, Carlos Oscar Sánchez Sorzano, Scott T. Acton, Jean-Christophe Olivo-Marin, Michael Unser:
A Guided Tour of Selected Image Processing and Analysis Methods for Fluorescence and Electron Microscopy. IEEE J. Sel. Top. Signal Process. 10(1): 6-30 (2016) - [j204]Denis Fortun, Paul Guichard, Ning Chu, Michael Unser:
Reconstruction From Multiple Poses in Fluorescence Imaging: Proof of Concept. IEEE J. Sel. Top. Signal Process. 10(1): 61-70 (2016) - [j203]Zsuzsanna Püspöki, John Paul Ward, Daniel Sage, Michael Unser:
On the Continuous Steering of the Scale of Tight Wavelet Frames. SIAM J. Imaging Sci. 9(3): 1042-1062 (2016) - [j202]Martin Storath, Andreas Weinmann, Michael Unser:
Exact Algorithms for L1-TV Regularization of Real-Valued or Circle-Valued Signals. SIAM J. Sci. Comput. 38(1) (2016) - [j201]Anais Badoual, Daniel Schmitter, Michael Unser:
An Inner-Product Calculus for Periodic Functions and Curves. IEEE Signal Process. Lett. 23(6): 878-882 (2016) - [j200]Ulugbek S. Kamilov, Ioannis N. Papadopoulos, Morteza H. Shoreh, Alexandre Goy, Cédric Vonesch, Michael Unser, Demetri Psaltis:
Optical Tomographic Image Reconstruction Based on Beam Propagation and Sparse Regularization. IEEE Trans. Computational Imaging 2(1): 59-70 (2016) - [j199]Zsuzsanna Püspöki, Virginie Uhlmann, Cédric Vonesch, Michael Unser:
Design of Steerable Wavelets to Detect Multifold Junctions. IEEE Trans. Image Process. 25(2): 643-657 (2016) - [j198]Emrah Bostan, Emmanuel Froustey, Masih Nilchian, Daniel Sage, Michael Unser:
Variational Phase Imaging Using the Transport-of-Intensity Equation. IEEE Trans. Image Process. 25(2): 807-817 (2016) - [j197]Pedram Pad, Virginie Uhlmann, Michael Unser:
Maximally Localized Radial Profiles for Tight Steerable Wavelet Frames. IEEE Trans. Image Process. 25(5): 2275-2287 (2016) - [j196]Virginie Uhlmann, Julien Fageot, Michael Unser:
Hermite Snakes With Control of Tangents. IEEE Trans. Image Process. 25(6): 2803-2816 (2016) - [j195]Michael Unser, Julien Fageot, Harshit Gupta:
Representer Theorems for Sparsity-Promoting ℓ1 Regularization. IEEE Trans. Inf. Theory 62(9): 5167-5180 (2016) - [c197]Pouria Tohidi, Emrah Bostan, Pedram Pad, Michael Unser:
MMSE denoising of sparse and non-Gaussian AR(1) processes. ICASSP 2016: 4333-4337 - [c196]Anais Badoual, Daniel Schmitter, Michael Unser:
Local refinement for 3D deformable parametric surfaces. ICIP 2016: 1086-1090 - [c195]Denis Fortun, Paul Guichard, Ning Chu, Michael Unser:
Isotropic resolution in fluorescence imaging by single particle reconstruction. ISBI 2016: 249-252 - [c194]Virginie Uhlmann, Ricard Delgado-Gonzalo, Michael Unser, Patrik Olavi Michel, Lucia Baldi, Florian Maria Wurm:
USER-friendly image-based segmentation and analysis of chromosomes. ISBI 2016: 395-398 - [c193]Daniel Schmitter, Pablo García-Amorena, Michael Unser:
Smoothly deformable spheres: modeling, deformation, and interaction. SIGGRAPH Asia Technical Briefs 2016: 2 - [i17]Kyong Hwan Jin, Michael T. McCann, Emmanuel Froustey, Michael Unser:
Deep Convolutional Neural Network for Inverse Problems in Imaging. CoRR abs/1611.03679 (2016) - 2015
- [j194]John Paul Ward, Minji Lee, Jong Chul Ye, Michael Unser:
Interior Tomography Using 1D Generalized Total Variation. Part I: Mathematical Foundation. SIAM J. Imaging Sci. 8(1): 226-247 (2015) - [j193]Stamatios Lefkimmiatis, Anastasios Roussos, Petros Maragos, Michael Unser:
Structure Tensor Total Variation. SIAM J. Imaging Sci. 8(2): 1090-1122 (2015) - [j192]Cédric Vonesch, Frédéric Stauber, Michael Unser:
Steerable PCA for Rotation-Invariant Image Recognition. SIAM J. Imaging Sci. 8(3): 1857-1873 (2015) - [j191]Minji Lee, Yoseob Han, John Paul Ward, Michael Unser, Jong Chul Ye:
Interior Tomography Using 1D Generalized Total Variation. Part II: Multiscale Implementation. SIAM J. Imaging Sci. 8(4): 2452-2486 (2015) - [j190]Julien Fageot, Emrah Bostan, Michael Unser:
Wavelet Statistics of Sparse and Self-Similar Images. SIAM J. Imaging Sci. 8(4): 2951-2975 (2015) - [j189]Emrah Bostan, Stamatios Lefkimmiatis, Orestis Vardoulis, Nikolaos Stergiopulos, Michael Unser:
Improved Variational Denoising of Flow Fields with Application to Phase-Contrast MRI Data. IEEE Signal Process. Lett. 22(6): 762-766 (2015) - [j188]Emrah Bostan, Michael Unser, John Paul Ward:
Divergence-Free Wavelet Frames. IEEE Signal Process. Lett. 22(8): 1142-1146 (2015) - [j187]John Paul Ward, Pedram Pad, Michael Unser:
Optimal Isotropic Wavelets for Localized Tight Frame Representations. IEEE Signal Process. Lett. 22(11): 1918-1921 (2015) - [j186]Daniel Schmitter, Ricard Delgado-Gonzalo, Michael Unser:
Trigonometric Interpolation Kernel to Construct Deformable Shapes for User-Interactive Applications. IEEE Signal Process. Lett. 22(11): 2097-2101 (2015) - [j185]Ricard Delgado-Gonzalo, Virginie Uhlmann, Daniel Schmitter, Michael Unser:
Snakes on a Plane: A perfect snap for bioimage analysis. IEEE Signal Process. Mag. 32(1): 41-48 (2015) - [j184]Zsuzsanna Püspöki, Michael Unser:
Template-Free Wavelet-Based Detection of Local Symmetries. IEEE Trans. Image Process. 24(10): 3009-3018 (2015) - [j183]Masih Nilchian, John Paul Ward, Cédric Vonesch, Michael Unser:
Optimized Kaiser-Bessel Window Functions for Computed Tomography. IEEE Trans. Image Process. 24(11): 3826-3833 (2015) - [j182]Ricard Delgado-Gonzalo, Daniel Schmitter, Virginie Uhlmann, Michael Unser:
Efficient Shape Priors for Spline-Based Snakes. IEEE Trans. Image Process. 24(11): 3915-3926 (2015) - [j181]Pedram Pad, Michael Unser:
Optimality of Operator-Like Wavelets for Representing Sparse AR(1) Processes. IEEE Trans. Signal Process. 63(18): 4827-4837 (2015) - [c192]Daniel Schmitter, Christophe Gaudet-Blavignac, Davide Piccini, Michael Unser:
New parametric 3D snake for medical segmentation of structures with cylindrical topology. ICIP 2015: 276-280 - [c191]Anais Badoual, Daniel Schmitter, Michael Unser:
Locally refinable parametric snakes. ICIP 2015: 354-358 - [c190]Michael Unser:
Keynote speakers: Sparse modeling and the resolution of inverse problems in biomedical imaging. ISBI 2015: 1-2 - [c189]Adrien Depeursinge, Pedram Pad, Anne S. Chin, Ann N. Leung, Daniel L. Rubin, Henning Müller, Michael Unser:
Optimized steerable wavelets for texture analysis of lung tissue in 3-D CT: Classification of usual interstitial pneumonia. ISBI 2015: 403-406 - [c188]Zsuzsanna Püspöki, John Paul Ward, Daniel Sage, Michael Unser:
Fast detection and refined scale estimation using complex isotropic wavelets. ISBI 2015: 512-515 - [c187]Virginie Uhlmann, Michael Unser:
Tip-seeking active contours for bioimage segmentation. ISBI 2015: 544-547 - [c186]Daniel Schmitter, Michael Unser:
Similarity-based shape priors for 2D spline snakes. ISBI 2015: 1216-1219 - [i16]Zsuzsanna Püspöki, John Paul Ward, Daniel Sage, Michael Unser:
On The Continuous Steering of the Scale of Tight Wavelet Frames. CoRR abs/1512.02072 (2015) - 2014
- [j180]John Paul Ward, Michael Unser:
Approximation Properties of Sobolev Splines and the Construction of Compactly Supported Equivalents. SIAM J. Math. Anal. 46(3): 1843-1858 (2014) - [j179]Ulugbek Kamilov, Emrah Bostan, Michael Unser:
Variational Justification of Cycle Spinning for Wavelet-Based Solutions of Inverse Problems. IEEE Signal Process. Lett. 21(11): 1326-1330 (2014) - [j178]Hagai Kirshner, Aurélien Bourquard, John Paul Ward, Moshe Porat, Michael Unser:
Adaptive Image Resizing Based on Continuous-Domain Stochastic Modeling. IEEE Trans. Image Process. 23(1): 413-423 (2014) - [j177]Michael Unser, Pouya Dehghani Tafti, Qiyu Sun:
A Unified Formulation of Gaussian Versus Sparse Stochastic Processes - Part I: Continuous-Domain Theory. IEEE Trans. Inf. Theory 60(3): 1945-1962 (2014) - [j176]Arash Amini, Michael Unser:
Sparsity and Infinite Divisibility. IEEE Trans. Inf. Theory 60(4): 2346-2358 (2014) - [j175]Ulugbek Kamilov, Sundeep Rangan, Alyson K. Fletcher, Michael Unser:
Approximate Message Passing With Consistent Parameter Estimation and Applications to Sparse Learning. IEEE Trans. Inf. Theory 60(5): 2969-2985 (2014) - [j174]Michael Unser, Pouya Dehghani Tafti, Arash Amini, Hagai Kirshner:
A Unified Formulation of Gaussian Versus Sparse Stochastic Processes - Part II: Discrete-Domain Theory. IEEE Trans. Inf. Theory 60(5): 3036-3051 (2014) - [j173]Hagai Kirshner, Michael Unser, John Paul Ward:
On the Unique Identification of Continuous-Time Autoregressive Models From Sampled Data. IEEE Trans. Signal Process. 62(6): 1361-1376 (2014) - [c185]Virginie Uhlmann, Ricard Delgado-Gonzalo, Costanza Conti, Lucia Romani, Michael Unser:
Exponential Hermite splines for the analysis of biomedical images. ICASSP 2014: 1631-1634 - [c184]Sander Kromwijk, Stamatios Lefkimmiatis, Michael Unser:
High-performance 3D deconvolution of fluorescence micrographs. ICIP 2014: 1718-1722 - [c183]Pedram Pad, Virginie Uhlmann, Michael Unser:
VOW: Variance-optimal wavelets for the steerable pyramid. ICIP 2014: 2973-2977 - [c182]Emrah Bostan, Emmanuel Froustey, Benjamin Rappaz, Etienne Shaffer, Daniel Sage, Michael Unser:
Phase retrieval by using transport-of-intensity equation and differential interference contrast microscopy. ICIP 2014: 3939-3943 - [c181]Martin Storath, Andreas Weinmann, Michael Unser:
Unsupervised texture segmentation using monogenic curvelets and the Potts model. ICIP 2014: 4348-4352 - [c180]Julien Fageot, Emrah Bostan, Michael Unser:
Statistics of wavelet coefficients for sparse self-similar images. ICIP 2014: 6096-6100 - [c179]Daniel Schmitter, Ricard Delgado-Gonzalo, Gunnar Krueger, Michael Unser:
Atlas-free brain segmentation in 3D proton-density-like MRI images. ISBI 2014: 629-632 - [c178]Virginie Uhlmann, Ricard Delgado-Gonzalo, Michael Unser:
Snakes with tangent-based control and energies for bioimage analysis. ISBI 2014: 806-809 - [c177]Zsuzsanna Püspöki, Michael Unser:
Wavelet-based identification and classification of local symmetries in microscopy images. ISBI 2014: 1035-1038 - 2013
- [j172]Michael Unser, Nicolas Chenouard:
A Unifying Parametric Framework for 2D Steerable Wavelet Transforms. SIAM J. Imaging Sci. 6(1): 102-135 (2013) - [j171]John Paul Ward, Kunal Narayan Chaudhury, Michael Unser:
Decay Properties of Riesz Transforms and Steerable Wavelets. SIAM J. Imaging Sci. 6(2): 984-998 (2013) - [j170]Abbas Kazerouni, Ulugbek Kamilov, Emrah Bostan, Michael Unser:
Bayesian Denoising: From MAP to MMSE Using Consistent Cycle Spinning. IEEE Signal Process. Lett. 20(3): 249-252 (2013) - [j169]Aurélien Bourquard, Michael Unser:
Anisotropic Interpolation of Sparse Generalized Image Samples. IEEE Trans. Image Process. 22(2): 459-472 (2013) - [j168]Aurélien Bourquard, Michael Unser:
Binary Compressed Imaging. IEEE Trans. Image Process. 22(3): 1042-1055 (2013) - [j167]Stamatios Lefkimmiatis, John Paul Ward, Michael Unser:
Hessian Schatten-Norm Regularization for Linear Inverse Problems. IEEE Trans. Image Process. 22(5): 1873-1888 (2013) - [j166]Emrah Bostan, Ulugbek Kamilov, Masih Nilchian, Michael Unser:
Sparse Stochastic Processes and Discretization of Linear Inverse Problems. IEEE Trans. Image Process. 22(7): 2699-2710 (2013) - [j165]Ricard Delgado-Gonzalo, Nicolas Chenouard, Michael Unser:
Spline-Based Deforming Ellipsoids for Interactive 3D Bioimage Segmentation. IEEE Trans. Image Process. 22(10): 3926-3940 (2013) - [j164]Stamatios Lefkimmiatis, Michael Unser:
Poisson Image Reconstruction With Hessian Schatten-Norm Regularization. IEEE Trans. Image Process. 22(11): 4314-4327 (2013) - [j163]Arash Amini, Philippe Thévenaz, John Paul Ward, Michael Unser:
On the Linearity of Bayesian Interpolators for Non-Gaussian Continuous-Time AR(1) Processes. IEEE Trans. Inf. Theory 59(8): 5063-5074 (2013) - [j162]Ulugbek Kamilov, Pedram Pad, Arash Amini, Michael Unser:
MMSE Estimation of Sparse Lévy Processes. IEEE Trans. Signal Process. 61(1): 137-147 (2013) - [j161]Arash Amini, Ulugbek Kamilov, Emrah Bostan, Michael Unser:
Bayesian Estimation for Continuous-Time Sparse Stochastic Processes. IEEE Trans. Signal Process. 61(4): 907-920 (2013) - [c176]Daniel Sage, Hagai Kirshner, Cédric Vonesch, Stamatios Lefkimmiatis, Michael Unser:
Benchmarking image-processing algorithms for biomicroscopy: Reference datasets and perspectives. EUSIPCO 2013: 1-4 - [c175]Michael Unser, Daniel Sage, Ricard Delgado-Gonzalo:
Advanced image processing for biology, and the Open Bio Image Alliance (OBIA). EUSIPCO 2013: 1-5 - [c174]Bugra Tekin, Ulugbek Kamilov, Emrah Bostan, Michael Unser:
Benefits of consistency in image denoising with steerable wavelets. ICASSP 2013: 1355-1358 - [c173]Pedram Pad, Michael Unser:
On the optimality of operator-like wavelets for sparse AR(1) processes. ICASSP 2013: 5598-5602 - [c172]Ulugbek Kamilov, Aurélien Bourquard, Emrah Bostan, Michael Unser:
Autocalibrated signal reconstruction from linear measurements using adaptive GAMP. ICASSP 2013: 5925-5928 - [c171]Jayanth Krishna Mogali, Naren Nallapareddy, Chandra Sekhar Seelamantula, Michael Unser:
A shape-template based two-stage corpus callosum segmentation technique for sagittal plane T1-weighted brain magnetic resonance images. ICIP 2013: 1177-1181 - [c170]Stamatios Lefkimmiatis, Michael Unser:
3D Poisson microscopy deconvolution with Hessian Schatten-norm regularization. ISBI 2013: 161-164 - [c169]Junhong Min, Cédric Vonesch, Nicolas Olivier, Hagai Kirshner, Suliana Manley, Jong Chul Ye, Michael Unser:
Continuous localization using sparsity constraints for high-density super-resolution microscopy. ISBI 2013: 177-180 - [c168]Hagai Kirshner, Cédric Vonesch, Michael Unser:
Can localization microscopy benefit from approximation theory? ISBI 2013: 588-591 - [c167]Emrah Bostan, Orestis Vardoulis, Davide Piccini, Pouya Dehghani Tafti, Nikos Stergiopulos, Michael Unser:
Spatio-temporal regularization of flow-fields. ISBI 2013: 836-839 - [c166]Cédric Vonesch, Frédéric Stauber, Michael Unser:
Design of steerable filters for the detection of micro-particles. ISBI 2013: 934-937 - [c165]Hagai Kirshner, Aurélien Bourquard, John Paul Ward, Michael Unser:
Linear interpolation of biomedical images using a data-adaptive kernel. ISBI 2013: 938-941 - [c164]Pouya Dehghani Tafti, Emrah Bostan, Michael Unser:
Variational decomposition of vector fields in the presence of noise. ISBI 2013: 1174-1177 - [c163]Masih Nilchian, Cédric Vonesch, Peter Modregger, Marco Stampanoni, Michael Unser:
Iterative FBP for improved reconstruction of X-ray differential phase-contrast tomograms. ISBI 2013: 1260-1263 - [c162]Zsuzsanna Püspöki, Cédric Vonesch, Michael Unser:
Detection of symmetric junctions in biological images using 2-D steerable wavelet transforms. ISBI 2013: 1496-1499 - [c161]Stamatios Lefkimmiatis, Anastasios Roussos, Michael Unser, Petros Maragos:
Convex Generalizations of Total Variation Based on the Structure Tensor with Applications to Inverse Problems. SSVM 2013: 48-60 - [i15]Pedram Pad, Michael Unser:
Optimality of Operator-Like Wavelets for Representing Sparse AR(1) Processes. CoRR abs/1312.1147 (2013) - 2012
- [j160]Qiyu Sun, Michael Unser:
Left-inverses of fractional Laplacian and sparse stochastic processes. Adv. Comput. Math. 36(3): 399-441 (2012) - [j159]Ricard Delgado-Gonzalo, Philippe Thévenaz, Michael Unser:
Exponential splines and minimal-support bases for curve representation. Comput. Aided Geom. Des. 29(2): 109-128 (2012) - [j158]John Paul Ward, Hagai Kirshner, Michael Unser:
Is Uniqueness Lost for Under-Sampled Continuous-Time Auto-Regressive Processes? IEEE Signal Process. Lett. 19(4): 183-186 (2012) - [j157]Ulugbek Kamilov, Emrah Bostan, Michael Unser:
Wavelet Shrinkage With Consistent Cycle Spinning Generalizes Total Variation Denoising. IEEE Signal Process. Lett. 19(4): 187-190 (2012) - [j156]Ulugbek Kamilov, Aurélien Bourquard, Arash Amini, Michael Unser:
One-Bit Measurements With Adaptive Thresholds. IEEE Signal Process. Lett. 19(10): 607-610 (2012) - [j155]Stamatios Lefkimmiatis, Aurélien Bourquard, Michael Unser:
Hessian-Based Norm Regularization for Image Restoration With Biomedical Applications. IEEE Trans. Image Process. 21(3): 983-995 (2012) - [j154]Ricard Delgado-Gonzalo, Philippe Thévenaz, Chandra Sekhar Seelamantula, Michael Unser:
Snakes With an Ellipse-Reproducing Property. IEEE Trans. Image Process. 21(3): 1258-1271 (2012) - [j153]Philippe Thévenaz, Daniel Sage, Michael Unser:
Bi-Exponential Edge-Preserving Smoother. IEEE Trans. Image Process. 21(9): 3924-3936 (2012) - [j152]Nicolas Chenouard, Michael Unser:
3D Steerable Wavelets in Practice. IEEE Trans. Image Process. 21(11): 4522-4533 (2012) - [j151]Matthieu Guerquin-Kern, Laurent Lejeune, Klaas Paul Pruessmann, Michael Unser:
Realistic Analytical Phantoms for Parallel Magnetic Resonance Imaging. IEEE Trans. Medical Imaging 31(3): 626-636 (2012) - [j150]Alireza Entezari, Masih Nilchian, Michael Unser:
A Box Spline Calculus for the Discretization of Computed Tomography Reconstruction Problems. IEEE Trans. Medical Imaging 31(8): 1532-1541 (2012) - [c160]Ulugbek Kamilov, Emrah Bostan, Michael Unser:
Generalized total variation denoising via augmented Lagrangian cycle spinning with Haar wavelets. ICASSP 2012: 909-912 - [c159]Arash Amini, Ulugbek Kamilov, Michael Unser:
Bayesian denoising of generalized poisson processes with finite rate of innovation. ICASSP 2012: 3629-3632 - [c158]Ulugbek Kamilov, Arash Amini, Michael Unser:
MMSE denoising of sparse Lévy processes via message passing. ICASSP 2012: 3637-3640 - [c157]Stamatios Lefkimmiatis, Michael Unser:
A projected gradient algorithm for image restoration under Hessian matrix-norm regularization. ICIP 2012: 3029-3032 - [c156]Masih Nilchian, Michael Unser:
Differential phase-contrast X-ray computed tomography: From model discretization to image reconstruction. ISBI 2012: 90-93 - [c155]Ramtin Madani, Aurélien Bourquard, Michael Unser:
Image segmentation with background correction using a multiplicative smoothing-spline model. ISBI 2012: 186-189 - [c154]Ricard Delgado-Gonzalo, Nicolas Chenouard, Michael Unser:
Fast parametric snakes for 3D microscopy. ISBI 2012: 852-855 - [c153]Emrah Bostan, Ulugbek Kamilov, Michael Unser:
Reconstruction of biomedical images and sparse stochastic modeling. ISBI 2012: 880-883 - [c152]Hagai Kirshner, Thomas Pengo, Nicolas Olivier, Daniel Sage, Suliana Manley, Michael Unser:
A PSF-based approach to Biplane calibration in 3D super-resolution microscopy. ISBI 2012: 1232-1235 - [c151]Emrah Bostan, Pouya Dehghani Tafti, Michael Unser:
A dual algorithm for L1-regularized reconstruction of vector fields. ISBI 2012: 1579-1582 - [c150]Stamatios Lefkimmiatis, Aurélien Bourquard, Michael Unser:
Hessian-based regularization for 3-D microscopy image restoration. ISBI 2012: 1731-1734 - [c149]Arash Amini, Ulugbek Kamilov, Michael Unser:
The analog formulation of sparsity implies infinite divisibility and rules out Bernoulli-Gaussian priors. ITW 2012: 682-686 - [c148]Ulugbek Kamilov, Sundeep Rangan, Alyson K. Fletcher, Michael Unser:
Approximate Message Passing with Consistent Parameter Estimation and Applications to Sparse Learning. NIPS 2012: 2447-2455 - [i14]Ulugbek Kamilov, Sundeep Rangan, Alyson K. Fletcher, Michael Unser:
Approximate Message Passing with Consistent Parameter Estimation and Applications to Sparse Learning. CoRR abs/1207.3859 (2012) - [i13]Stamatios Lefkimmiatis, John Paul Ward, Michael Unser:
A Hessian Schatten-Norm Regularization Approach For Solving Linear Inverse Problems. CoRR abs/1209.3318 (2012) - [i12]Arash Amini, Ulugbek Kamilov, Emrah Bostan, Michael Unser:
Bayesian Estimation for Continuous-Time Sparse Stochastic Processes. CoRR abs/1210.5394 (2012) - [i11]Emrah Bostan, Ulugbek Kamilov, Masih Nilchian, Michael Unser:
Sparse Stochastic Processes and Discretization of Linear Inverse Problems. CoRR abs/1210.5839 (2012) - 2011
- [j149]Philippe Thévenaz, Ricard Delgado-Gonzalo, Michael Unser:
The Ovuscule. IEEE Trans. Pattern Anal. Mach. Intell. 33(2): 382-393 (2011) - [j148]Ildar Khalidov, Jalal Fadili, François Lazeyras, Dimitri Van De Ville, Michael Unser:
Activelets: Wavelets for sparse representation of hemodynamic responses. Signal Process. 91(12): 2810-2821 (2011) - [j147]Jean-Christophe Olivo-Marin, Michael Unser, Laure Blanc-Féraud, Andrew Laine, Boudewijn P. F. Lelieveldt:
Trends in Bioimaging and Signal Processing [In the Spotlight]. IEEE Signal Process. Mag. 28(6): 200-191 (2011) - [j146]Florian Luisier, Thierry Blu, Michael Unser:
Image Denoising in Mixed Poisson-Gaussian Noise. IEEE Trans. Image Process. 20(3): 696-708 (2011) - [j145]Michael Unser, Nicolas Chenouard, Dimitri Van De Ville:
Steerable Pyramids and Tight Wavelet Frames in L2(BBRd). IEEE Trans. Image Process. 20(10): 2705-2721 (2011) - [j144]Pouya Dehghani Tafti, Michael Unser:
On Regularized Reconstruction of Vector Fields. IEEE Trans. Image Process. 20(11): 3163-3178 (2011) - [j143]Kunal Narayan Chaudhury, Daniel Sage, Michael Unser:
Fast O(1) Bilateral Filtering Using Trigonometric Range Kernels. IEEE Trans. Image Process. 20(12): 3376-3382 (2011) - [j142]Oleksii Vyacheslav Morozov, Michael Unser, Patrick R. Hunziker:
Reconstruction of Large, Irregularly Sampled Multidimensional Images. A Tensor-Based Approach. IEEE Trans. Medical Imaging 30(2): 366-374 (2011) - [j141]Jean-Charles Baritaux, Kai Hassler, Martina Bucher, Sebanti Sanyal, Michael Unser:
Sparsity-Driven Reconstruction for FDOT With Anatomical Priors. IEEE Trans. Medical Imaging 30(5): 1143-1153 (2011) - [j140]Matthieu Guerquin-Kern, Max Häberlin, Klaas Paul Pruessmann, Michael Unser:
A Fast Wavelet-Based Reconstruction Method for Magnetic Resonance Imaging. IEEE Trans. Medical Imaging 30(9): 1649-1660 (2011) - [j139]Michael Unser, Pouya Dehghani Tafti:
Stochastic Models for Sparse and Piecewise-Smooth Signals. IEEE Trans. Signal Process. 59(3): 989-1006 (2011) - [j138]Kunal Narayan Chaudhury, Michael Unser:
On the Hilbert Transform of Wavelets. IEEE Trans. Signal Process. 59(4): 1890-1894 (2011) - [j137]Hagai Kirshner, Simona Maggio, Michael Unser:
A Sampling Theory Approach for Continuous ARMA Identification. IEEE Trans. Signal Process. 59(10): 4620-4634 (2011) - [j136]Arash Amini, Michael Unser, Farrokh Marvasti:
Compressibility of Deterministic and Random Infinite Sequences. IEEE Trans. Signal Process. 59(11): 5193-5201 (2011) - [c147]Matthieu Guerquin-Kern, Jean-Charles Baritaux, Michael Unser:
Efficient image reconstruction under sparsity constraints with application to MRI and bioluminescence tomography. ICASSP 2011: 5760-5763 - [c146]Zafer Dogan, Stamatios Lefkimmiatis, Aurélien Bourquard, Michael Unser:
A second-order extension of TV regularization for image deblurring. ICIP 2011: 705-708 - [c145]Aurélien Bourquard, Hagai Kirshner, Michael Unser:
Resolution-invariant separable ARMA modeling of images. ICIP 2011: 1833-1836 - [c144]Simona Maggio, Martino Alessandrini, Nicolò Speciale, Olivier Bernard, Didier Vray, Olivier Basset, Michael Unser:
Continuous-domain ARMA modeling for ultrasound tissue characterization. ISBI 2011: 895-898 - [c143]Jean-Charles Baritaux, Michael Unser:
A primal-dual reconstruction algorithm for fluorescence and bioluminescence tomography. ISBI 2011: 960-963 - [c142]Pouya Dehghani Tafti, Ricard Delgado-Gonzalo, Aurélien F. Stalder, Michael Unser:
Variational enhancement and denoising of flow field images. ISBI 2011: 1061-1064 - [c141]Ricard Delgado-Gonzalo, Nicolas Chenouard, Michael Unser:
A new hybrid Bayesian-variational particle filter with application to mitotic cell tracking. ISBI 2011: 1917-1920 - [c140]Nicolas Chenouard, Michael Unser:
3D steerable wavelets and monogenic analysis for bioimaging. ISBI 2011: 2132-2135 - [i10]Kunal Narayan Chaudhury, Daniel Sage, Michael Unser:
Fast O(1) bilateral filtering using trigonometric range kernels. CoRR abs/1105.4204 (2011) - [i9]Kunal Narayan Chaudhury, Michael Unser:
On the Hilbert transform of wavelets. CoRR abs/1107.4619 (2011) - [i8]Michael Unser, Pouya Dehghani Tafti, Qiyu Sun:
A unified formulation of Gaussian vs. sparse stochastic processes - Part I: Continuous-domain theory. CoRR abs/1108.6150 (2011) - [i7]Michael Unser, Pouya Dehghani Tafti, Arash Amini, Hagai Kirshner:
A unified formulation of Gaussian vs. sparse stochastic processes - Part II: Discrete-domain theory. CoRR abs/1108.6152 (2011) - 2010
- [j135]Pouya Dehghani Tafti, Michael Unser:
Fractional Brownian Vector Fields. Multiscale Model. Simul. 8(5): 1645-1670 (2010) - [j134]Florian Luisier, Cédric Vonesch, Thierry Blu, Michael Unser:
Fast interscale wavelet denoising of Poisson-corrupted images. Signal Process. 90(2): 415-427 (2010) - [j133]Florian Luisier, Thierry Blu, Michael Unser:
SURE-LET for Orthonormal Wavelet-Domain Video Denoising. IEEE Trans. Circuits Syst. Video Technol. 20(6): 913-919 (2010) - [j132]Michael Unser, Dimitri Van De Ville:
Wavelet Steerability and the Higher-Order Riesz Transform. IEEE Trans. Image Process. 19(3): 636-652 (2010) - [j131]Kunal Narayan Chaudhury, Arrate Muñoz-Barrutia, Michael Unser:
Fast Space-Variant Elliptical Filtering Using Box Splines. IEEE Trans. Image Process. 19(9): 2290-2306 (2010) - [j130]Sathish Ramani, Philippe Thévenaz, Michael Unser:
Regularized Interpolation for Noisy Images. IEEE Trans. Medical Imaging 29(2): 543-558 (2010) - [j129]Jean-Charles Baritaux, Kai Hassler, Michael Unser:
An Efficient Numerical Method for General Lp Regularization in Fluorescence Molecular Tomography. IEEE Trans. Medical Imaging 29(4): 1075-1087 (2010) - [j128]Kunal Narayan Chaudhury, Michael Unser:
On the shiftability of dual-tree complex wavelet transforms. IEEE Trans. Signal Process. 58(1): 221-232 (2010) - [j127]Chandra Sekhar Seelamantula, Michael Unser:
Performance analysis of reconstruction techniques for frequency-domain optical-coherence tomography. IEEE Trans. Signal Process. 58(3): 1947-1951 (2010) - [j126]Dimitri Van De Ville, Brigitte Forster-Heinlein, Michael Unser, Thierry Blu:
Analytical Footprints: Compact Representation of Elementary Singularities in Wavelet Bases. IEEE Trans. Signal Process. 58(12): 6105-6118 (2010) - [c139]Hagai Kirshner, Moshe Porat, Michael Unser:
A stochastic minimum-norm approach to image and texture interpolation. EUSIPCO 2010: 1004-1008 - [c138]Simona Maggio, Hagai Kirshner, Michael Unser:
Continuous-time AR model identification: Does sampling rate really matter? EUSIPCO 2010: 1469-1473 - [c137]Ilker Bayram, Matthieu Guerquin-Kern, Raquel Terres-Cristofani, Michael Unser:
Accelerated wavelet-regularized deconvolution for 3-D fluorescence microcopy. ICIP 2010: 581-584 - [c136]Florian Luisier, Thierry Blu, Michael Unser:
Undecimated haar thresholding for poisson intensity estimation. ICIP 2010: 1697-1700 - [c135]Pouya Dehghani Tafti, Ricard Delgado-Gonzalo, Aurélien F. Stalder, Michael Unser:
Fractal modelling and analysis of flow-field images. ISBI 2010: 49-52 - [c134]Matthieu Guerquin-Kern, Fikret Isik Karahanoglu, Dimitri Van De Ville, Klaas Paul Pruessmann, Michael Unser:
Analytical form of Shepp-Logan phantom for parallel MRI. ISBI 2010: 261-264 - [c133]Ricard Delgado-Gonzalo, Nicolas Dénervaud, Sebastian Maerkl, Michael Unser:
Multi-target tracking of packed yeast cells. ISBI 2010: 544-547 - [c132]Alireza Entezari, Michael Unser:
A box spline calculus for computed tomography. ISBI 2010: 600-603 - [c131]Jean-Charles Baritaux, Michael Unser:
A priori guided reconstruction for FDOT using mixed norms. ISBI 2010: 692-695 - [c130]Kunal Narayan Chaudhury, Zsuzsanna Püspöki, Arrate Muñoz-Barrutia, Daniel Sage, Michael Unser:
Fast detection of cells using a continuously scalable Mexican-hat-like template. ISBI 2010: 1277-1280 - [c129]Pouya Dehghani Tafti, Michael Unser:
Fractional Brownian models for vector field data. ISIT 2010: 1738-1742 - [i6]Kunal Narayan Chaudhury, Arrate Muñoz-Barrutia, Michael Unser:
Fast space-variant elliptical filtering using box splines. CoRR abs/1003.2022 (2010) - [i5]Qiyu Sun, Michael Unser:
Left-Inverses of Fractional Laplacian and Sparse Stochastic Processes. CoRR abs/1009.2651 (2010)
2000 – 2009
- 2009
- [j125]Andreas Raabe, Dimitri Van De Ville, M. Leutenegger, A. Szelényi, Elke Hattingen, R. Gerlach, V. Seifert, C. Hauger, A. Lopez, Rainer A. Leitgeb, Michael Unser, E. J. Martin-Williams, Theo Lasser:
Laser Doppler imaging for intraoperative human brain mapping. NeuroImage 44(4): 1284-1289 (2009) - [j124]Cédric Vonesch, Michael Unser:
A Fast Multilevel Algorithm for Wavelet-Regularized Image Restoration. IEEE Trans. Image Process. 18(3): 509-523 (2009) - [j123]Pouya Dehghani Tafti, Dimitri Van De Ville, Michael Unser:
Invariances, Laplacian-Like Wavelet Bases, and the Whitening of Fractal Processes. IEEE Trans. Image Process. 18(4): 689-702 (2009) - [j122]Olivier Bernard, Denis Friboulet, Philippe Thévenaz, Michael Unser:
Variational B-Spline Level-Set: A Linear Filtering Approach for Fast Deformable Model Evolution. IEEE Trans. Image Process. 18(6): 1179-1191 (2009) - [j121]Michael Unser, Daniel Sage, Dimitri Van De Ville:
Multiresolution Monogenic Signal Analysis Using the Riesz-Laplace Wavelet Transform. IEEE Trans. Image Process. 18(11): 2402-2418 (2009) - [j120]Kunal Narayan Chaudhury, Michael Unser:
Construction of Hilbert transform pairs of wavelet bases and Gabor-like transforms. IEEE Trans. Signal Process. 57(9): 3411-3425 (2009) - [c128]Kunal Narayan Chaudhury, Michael Unser:
The fractional Hilbert transform and dual-tree Gabor-like wavelet analysis. ICASSP 2009: 3205-3208 - [c127]Michael Unser, Dimitri Van De Ville:
Higher-order riesz transforms and steerablewavelet frames. ICIP 2009: 3801-3804 - [c126]Ricard Delgado-Gonzalo, Pouya Dehghani Tafti, Michael Unser:
Fractional Laplacian pyramids. ICIP 2009: 3809-3812 - [c125]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: 157-160 - [c124]Jean-Charles Baritaux, Matthieu Guerquin-Kern, Michael Unser:
Integrated Modeling and Reconstruction with Sparsity Constraints for FDOT. ISBI 2009: 173-176 - [c123]Matthieu Guerquin-Kern, Dimitri Van De Ville, Cédric Vonesch, Jean-Charles Baritaux, Klaas Paul Pruessmann, Michael Unser:
Wavelet-Regularized Reconstruction for Rapid MRI. ISBI 2009: 193-196 - [c122]Chandra Sekhar Seelamantula, Nicolas Pavillon, Christian D. Depeursinge, Michael Unser:
Zero-Order-Free Image Reconstruction in Digital Holographic Microscopy. ISBI 2009: 201-204 - [c121]Florian Luisier, Cédric Vonesch, Thierry Blu, Michael Unser:
Fast Haar-Wavelet Denoising of Multidimensional Fluorescence Microscopy Data. ISBI 2009: 310-313 - [c120]François Aguet, Stefan Geissbühler, Iwan Märki, Theo Lasser, Michael Unser:
Steerable Filters for Orientation Estimation and Localization of Fluorescent Dipoles. ISBI 2009: 1163-1166 - [c119]Germán González, François Aguet, François Fleuret, Michael Unser, Pascal Fua:
Steerable Features for Statistical 3D Dendrite Detection. MICCAI (1) 2009: 625-632 - [i4]Kunal Narayan Chaudhury, Michael Unser:
Construction of Hilbert Transform Pairs of Wavelet Bases and Gabor-like Transforms. CoRR abs/0908.3380 (2009) - [i3]Kunal Narayan Chaudhury, Michael Unser:
On the Shiftability of Dual-Tree Complex Wavelet Transforms. CoRR abs/0908.3383 (2009) - [i2]Kunal Narayan Chaudhury, Michael Unser:
Gabor wavelet analysis and the fractional Hilbert transform. CoRR abs/0908.3855 (2009) - [i1]Kunal Narayan Chaudhury, Arrate Muñoz-Barrutia, Michael Unser:
Fast adaptive elliptical filtering using box splines. CoRR abs/0908.3861 (2009) - 2008
- [j119]Dimitri Van De Ville, Michael Unser:
False Discovery Rate for Wavelet-Based Statistical Parametric Mapping. IEEE J. Sel. Top. Signal Process. 2(6): 897-906 (2008) - [j118]Yann Barbotin, Dimitri Van De Ville, Thierry Blu, Michael Unser:
Fast Computation of Polyharmonic B-Spline Autocorrelation Filters. IEEE Signal Process. Lett. 15: 773-776 (2008) - [j117]Chandra Sekhar Seelamantula, Michael Unser:
A Generalized Sampling Method for Finite-Rate-of-Innovation-Signal Reconstruction. IEEE Signal Process. Lett. 15: 813-816 (2008) - [j116]Cédric Vonesch, Michael Unser:
A Fast Thresholded Landweber Algorithm for Wavelet-Regularized Multidimensional Deconvolution. IEEE Trans. Image Process. 17(4): 539-549 (2008) - [j115]Philippe Thévenaz, Michael Unser:
Snakuscules. IEEE Trans. Image Process. 17(4): 585-593 (2008) - [j114]François Aguet, Dimitri Van De Ville, Michael Unser:
Model-Based 2.5-D Deconvolution for Extended Depth of Field in Brightfield Microscopy. IEEE Trans. Image Process. 17(7): 1144-1153 (2008) - [j113]Sathish Ramani, Thierry Blu, Michael Unser:
Monte-Carlo Sure: A Black-Box Optimization of Regularization Parameters for General Denoising Algorithms. IEEE Trans. Image Process. 17(9): 1540-1554 (2008) - [j112]Michael Unser, Dimitri Van De Ville:
The Pairing of a Wavelet Basis With a Mildly Redundant Analysis via Subband Regression. IEEE Trans. Image Process. 17(11): 2040-2052 (2008) - [j111]Dimitri Van De Ville, Michael Unser:
Complex Wavelet Bases, Steerability, and the Marr-Like Pyramid. IEEE Trans. Image Process. 17(11): 2063-2080 (2008) - [j110]Jeroen Verhaeghe, Dimitri Van De Ville, Ildar Khalidov, Yves D'Asseler, Ignace Lemahieu, Michael Unser:
Dynamic PET Reconstruction Using Wavelet Regularization With Adapted Basis Functions. IEEE Trans. Medical Imaging 27(7): 943-959 (2008) - [j109]Sathish Ramani, Dimitri Van De Ville, Thierry Blu, Michael Unser:
Nonideal Sampling and Regularization Theory. IEEE Trans. Signal Process. 56(3): 1055-1070 (2008) - [c118]S. Chandra Sekhar, François Aguet, Sebastien Romain, Philippe Thévenaz, Michael Unser:
Parametric B-spline snakes on distance maps - Application to segmentation of histology images. EUSIPCO 2008: 1-5 - [c117]Michael Unser, Katarina Balac, Dimitri Van De Ville:
The monogenic Riesz-Laplace wavelet transform. EUSIPCO 2008: 1-5 - [c116]Dimitri Van De Ville, Daniel Sage, Katarina Balac, Michael Unser:
The Marr wavelet pyramid and multiscale directional image analysis. EUSIPCO 2008: 1-5 - [c115]S. Chandra Sekhar, Michael Unser:
Performance analysis of the cepstral technique for frequency-domain optical-coherence tomography. ICASSP 2008: 557-560 - [c114]Sathish Ramani, Thierry Blu, Michael Unser:
Blind optimization of algorithm parameters for signal denoising by Monte-Carlo SURE. ICASSP 2008: 905-908 - [c113]Kunal Narayan Chaudhury, Michael Unser:
Construction of Hilbert transform pairs of wavelet bases and optimal time-frequency localization. ICASSP 2008: 3277-3280 - [c112]Aurélien Bourquard, Philippe Thévenaz, Katarina Balac, Michael Unser:
Consistent and regularized magnification of images. ICIP 2008: 325-328 - [c111]Cédric Vonesch, Sathish Ramani, Michael Unser:
Recursive risk estimation for non-linear image deconvolution with a wavelet-domain sparsity constraint. ICIP 2008: 665-668 - [c110]Kunal Narayan Chaudhury, Arrate Muñoz-Barrutia, Michael Unser:
Fast adaptive elliptical filtering using box splines. ICIP 2008: 785-788 - [c109]Dimitri Van De Ville, Michael Unser:
The Marr wavelet pyramid. ICIP 2008: 2804-2807 - [c108]Saskia Delpretti, Florian Luisier, Sathish Ramani, Thierry Blu, Michael Unser:
Multiframe sure-let denoising of timelapse fluorescence microscopy images. ISBI 2008: 149-152 - [c107]François Aguet, Dimitri Van De Ville, Michael Unser:
An accurate PSF model with few parameters for axially shift-variant deconvolution. ISBI 2008: 157-160 - [c106]Olivier Bernard, Denis Friboulet, Philippe Thévenaz, Michael Unser:
Variational B-spline level-set method for fast image segmentation. ISBI 2008: 177-180 - [c105]Jean-Charles Baritaux, S. Chandra Sekhar, Michael Unser:
A spline-based forward model for Optical Diffuse Tomography. ISBI 2008: 384-387 - [c104]S. Chandra Sekhar, Roland Michaely, Rainer A. Leitgeb, Michael Unser:
Theoretical analysis of complex-conjugate-ambiguity suppression in frequency-domain optical-coherence tomography. ISBI 2008: 396-399 - [c103]Sathish Ramani, Cédric Vonesch, Michael Unser:
Deconvolution of 3D fluorescence micrographs with automatic risk minimization. ISBI 2008: 732-735 - [c102]Cédric Vonesch, Michael Unser:
A fast thresholded Landweber algorithm for general wavelet bases: Application to 3D deconvolution microscopy. ISBI 2008: 1351-1354 - [c101]Pouya Dehghani Tafti, Dimitri Van De Ville, Michael Unser:
Innovation modelling and wavelet analysis of fractal processes in bio-imaging. ISBI 2008: 1501-1504 - [c100]Philippe Thévenaz, Thierry Blu, Michael Unser:
Short basis functions for constant-variance interpolation. Image Processing 2008: 69142L - 2007
- [j108]Brice Bathellier, Dimitri Van De Ville, Thierry Blu, Michael Unser, Alan Carleton:
Wavelet-based multi-resolution statistics for optical imaging signals: Application to automated detection of odour activated glomeruli in the mouse olfactory bulb. NeuroImage 34(3): 1020-1035 (2007) - [j107]Dimitri Van De Ville, Mohamed L. Seghier, François Lazeyras, Thierry Blu, Michael Unser:
WSPM: Wavelet-based statistical parametric mapping. NeuroImage 37(4): 1205-1217 (2007) - [j106]Florian Luisier, Thierry Blu, Michael Unser:
A New SURE Approach to Image Denoising: Interscale Orthonormal Wavelet Thresholding. IEEE Trans. Image Process. 16(3): 593-606 (2007) - [j105]Muthuvel Arigovindan, Michael Sühling, Christian P. Jansen, Patrick R. Hunziker, Michael Unser:
Full Motion and Flow Field Recovery From Echo Doppler Data. IEEE Trans. Medical Imaging 26(1): 31-45 (2007) - [j104]Ildar Khalidov, Dimitri Van De Ville, Mathews Jacob, François Lazeyras, Michael Unser:
BSLIM: Spectral Localization by Imaging With Explicit B0 Field Inhomogeneity Compensation. IEEE Trans. Medical Imaging 26(7): 990-1000 (2007) - [j103]Michael Unser, Thierry Blu:
Self-Similarity: Part I-Splines and Operators. IEEE Trans. Signal Process. 55(4): 1352-1363 (2007) - [j102]Thierry Blu, Michael Unser:
Self-Similarity: Part II-Optimal Estimation of Fractal Processes. IEEE Trans. Signal Process. 55(4): 1364-1378 (2007) - [j101]Akira Hirabayashi, Michael Unser:
Consistent Sampling and Signal Recovery. IEEE Trans. Signal Process. 55(8): 4104-4115 (2007) - [j100]Cédric Vonesch, Thierry Blu, Michael Unser:
Generalized Daubechies Wavelet Families. IEEE Trans. Signal Process. 55(9): 4415-4429 (2007) - [c99]S. Chandra Sekhar, Himanshu Nazkani, Thierry Blu, Michael Unser:
A New Technique for High-Resolution Frequency Domain Optical Coherence Tomography. ICASSP (1) 2007: 425-428 - [c98]Dimitri Van De Ville, Brice Bathellier, Alan Carleton, Thierry Blu, Michael Unser:
Wavelet-Based Statistical Analysis for Optical Imaging in Mouse Olfactory Bulb. ISBI 2007: 448-451 - [c97]Cédric Vonesch, Michael Unser:
Fast Wavelet-Regularized Image Deconvolution. ISBI 2007: 608-611 - [c96]Sathish Ramani, Philippe Thévenaz, Michael Unser:
Regularized Interpolation for Noisy Data. ISBI 2007: 612-615 - [c95]S. Chandra Sekhar, Rainer A. Leitgeb, Martin L. Villiger, Adrian H. Bachmann, Thierry Blu, Michael Unser:
Non-Iterative Exact Signal Recovery in Frequency Domain Optical Coherence Tomography. ISBI 2007: 808-811 - [c94]François Aguet, Dimitri Van De Ville, Michael Unser:
Sub-Resolution Maximum-Likelihood Based Localization of Fluorescent Nanoparticles in Three Dimensions. ISBI 2007: 932-935 - 2006
- [j99]Slavica Jonic, Philippe Thévenaz, Guoyan Zheng, Lutz-Peter Nolte, Michael Unser:
An Optimized Spline-Based Registration of a 3D CT to a Set of C-Arm Images. Int. J. Biomed. Imaging 2006: 47197:1-47197:12 (2006) - [j98]Sathish Ramani, Michael Unser:
Matérn B-splines and the optimal reconstruction of signals. IEEE Signal Process. Lett. 13(7): 437-440 (2006) - [j97]Cédric Vonesch, François Aguet, Jean-Luc Vonesch, Michael Unser:
The colored revolution of bioimaging. IEEE Signal Process. Mag. 23(3): 20-31 (2006) - [j96]Mathews Jacob, Thierry Blu, C. Vaillant, J. H. Maddocks, Michael Unser:
3-D shape estimation of DNA molecules from stereo cryo-electron micro-graphs using a projection-steerable snake. IEEE Trans. Image Process. 15(1): 214-227 (2006) - [j95]Shai Tirosh, Dimitri Van De Ville, Michael Unser:
Polyharmonic smoothing splines and the multidimensional Wiener filtering of fractal-like signals. IEEE Trans. Image Process. 15(9): 2616-2630 (2006) - [j94]Ildar Khalidov, Michael Unser:
From differential equations to the construction of new wavelet-like bases. IEEE Trans. Signal Process. 54(4): 1256-1267 (2006) - [j93]Yonina C. Eldar, Michael Unser:
Nonideal sampling and interpolation from noisy observations in shift-invariant spaces. IEEE Trans. Signal Process. 54(7): 2636-2651 (2006) - [c93]G. Vidal-Cassanya, Arrate Muñoz-Barrutia, Michael Unser:
Locally adaptive smoothing method based on B-splines. CompIMAGE 2006: 441-447 - [c92]Sathish Ramani, Dimitri Van De Ville, Michael Unser:
Non-Ideal Sampling and Adapted Reconstruction Using the Stochastic Matern Model. ICASSP (2) 2006: 73-76 - [c91]Thierry Blu, Michael Unser:
Optimal Interpolation of Fractional Brownian Motion Given Its Noisy Samples. ICASSP (3) 2006: 860-863 - [c90]Dimitri Van De Ville, Thierry Blu, Michael Unser:
WSPM or How to Obtain Statistical Parametric Maps using Shift-Invariant Wavelet Processing. ICASSP (5) 2006: 1101-1104 - [c89]Dimitri Van De Ville, Brice Bathellier, Riccardo Accolla, Alan Carleton, Thierry Blu, Michael Unser:
Wavelet-Based Detection of Stimulus Responses in Time-Lapse Microscopy. ICASSP (5) 2006: 1161-1164 - [c88]Laurent Condat, Dimitri Van De Ville, Michael Unser:
Efficient Reconstruction of Hexagonally Sampled Data using Three-Directional Box-Splines. ICIP 2006: 697-700 - [c87]Florian Luisier, Thierry Blu, Michael Unser:
Sure-Based Wavelet Thresholding Integrating Inter-Scale Dependencies. ICIP 2006: 1457-1460 - [c86]Philippe Thévenaz, Michael Unser:
The Snakuscule. ICIP 2006: 1633-1636 - [c85]Muthuvel Arigovindan, Michael Sühling, Christian P. Jansen, Patrick R. Hunziker, Michael Unser:
Full flow/motion-field recovery from pulsed-wave ultrasound Doppler data. ISBI 2006: 213-216 - [c84]François Aguet, Dimitri Van De Ville, Michael Unser:
Joint texture and topography estimation for extended depth of field in brightfield microscopy. ISBI 2006: 778-781 - [c83]Philippe Thévenaz, David Lambiel, Michael A. Unser:
A strategy based on maximum spanning trees to stitch together microscope images. Image Processing 2006: 61442A - [c82]Ildar Khalidov, Dimitri Van De Ville, Mathews Jacob, François Lazeyras, Michael Unser:
Improved MRSI with field inhomogeneity compensation. Image Processing 2006: 614467 - [c81]Guoyan Zheng, Xuan Zhang, Slavica Jonic, Philippe Thévenaz, Michael Unser, Lutz-Peter Nolte:
Point Similarity Measures Based on MRF Modeling of Difference Images for Spline-Based 2D-3D Rigid Registration of X-Ray Fluoroscopy to CT Images. WBIR 2006: 186-194 - 2005
- [j92]Dimitri Van De Ville, Thierry Blu, Michael Unser:
On the multidimensional extension of the quincunx subsampling matrix. IEEE Signal Process. Lett. 12(2): 112-115 (2005) - [j91]Carlos Oscar Sánchez Sorzano, Philippe Thévenaz, Michael Unser:
Elastic registration of biological images using vector-spline regularization. IEEE Trans. Biomed. Eng. 52(4): 652-663 (2005) - [j90]Muthuvel Arigovindan, Michael Sühling, Patrick R. Hunziker, Michael Unser:
Variational image reconstruction from arbitrarily spaced samples: a fast multiresolution spline solution. IEEE Trans. Image Process. 14(4): 450-460 (2005) - [j89]Manuela Feilner, Dimitri Van De Ville, Michael Unser:
An orthogonal family of quincunx wavelets with continuously adjustable order. IEEE Trans. Image Process. 14(4): 499-510 (2005) - [j88]Michael Sühling, Muthuvel Arigovindan, Christian P. Jansen, Patrick R. Hunziker, Michael Unser:
Myocardial motion analysis from B-mode echocardiograms. IEEE Trans. Image Process. 14(4): 525-536 (2005) - [j87]Frédéric Precioso, Michel Barlaud, Thierry Blu, Michael Unser:
Robust real-time segmentation of images and videos using a smooth-spline snake-based algorithm. IEEE Trans. Image Process. 14(7): 910-924 (2005) - [j86]Daniel Sage, Franck R. Neumann, Florence Hediger, Susan M. Gasser, Michael Unser:
Automatic Tracking of Individual Fluorescence Particles: Application to the Study of Chromosome Dynamics. IEEE Trans. Image Process. 14(9): 1372-1383 (2005) - [j85]Dimitri Van De Ville, Thierry Blu, Michael Unser:
Isotropic polyharmonic B-splines: scaling functions and wavelets. IEEE Trans. Image Process. 14(11): 1798-1813 (2005) - [j84]María J. Ledesma-Carbayo, Jan Kybic, Manuel Desco, Andrés Santos, Michael Sühling, Patrick R. Hunziker, Michael Unser:
Spatio-temporal nonrigid registration for ultrasound cardiac motion estimation. IEEE Trans. Medical Imaging 24(9): 1113-1126 (2005) - [j83]Michael Unser, Thierry Blu:
Cardinal exponential splines: part I - theory and filtering algorithms. IEEE Trans. Signal Process. 53(4): 1425-1438 (2005) - [j82]Michael Unser:
Cardinal exponential splines: part II - think analog, act digital. IEEE Trans. Signal Process. 53(4): 1439-1449 (2005) - [j81]Michael Unser, Thierry Blu:
Generalized smoothing splines and the optimal discretization of the Wiener filter. IEEE Trans. Signal Process. 53(6): 2146-2159 (2005) - [c80]Cédric Vonesch, Thierry Blu, Michael Unser:
Generalized Daubechies wavelets. ICASSP (4) 2005: 593-596 - [c79]Ildar Khalidov, Michael Unser:
Exponential-spline wavelet bases. ICASSP (4) 2005: 625-628 - [c78]Laurent Condat, Thierry Blu, Michael Unser:
Beyond interpolation: optimal reconstruction by quasi-interpolation. ICIP (1) 2005: 33-36 - [c77]Sathish Ramani, Dimitri Van De Ville, Michael Unser:
Sampling in practice: is the best reconstruction space bandlimited? ICIP (2) 2005: 153-156 - [c76]François Aguet, Mathews Jacob, Michael Unser:
Three-dimensional feature detection using optimal steerable filters. ICIP (2) 2005: 1158-1161 - 2004
- [j80]Dimitri Van De Ville, Thierry Blu, Michael Unser:
Integrated wavelet processing and spatial statistical testing of fMRI data. NeuroImage 23(4): 1472-1485 (2004) - [j79]Mathews Jacob, Michael Unser:
Design of Steerable Filters for Feature Detection Using Canny-Like Criteria. IEEE Trans. Pattern Anal. Mach. Intell. 26(8): 1007-1019 (2004) - [j78]Michael Sühling, Muthuvel Arigovindan, Patrick R. Hunziker, Michael Unser:
Multiresolution moment filters: theory and applications. IEEE Trans. Image Process. 13(4): 484-495 (2004) - [j77]Thierry Blu, Philippe Thévenaz, Michael Unser:
Linear interpolation revitalized. IEEE Trans. Image Process. 13(5): 710-719 (2004) - [j76]Dimitri Van De Ville, Thierry Blu, Michael Unser, Wilfried Philips, Ignace Lemahieu, Rik Van de Walle:
Hex-splines: a novel spline family for hexagonal lattices. IEEE Trans. Image Process. 13(6): 758-772 (2004) - [j75]Mathews Jacob, Thierry Blu, Michael Unser:
Efficient energies and algorithms for parametric snakes. IEEE Trans. Image Process. 13(9): 1231-1244 (2004) - [c75]Thierry Blu, Philippe Thévenaz, Michael Unser:
High-quality causal interpolation for online unidimensional signal processing. EUSIPCO 2004: 1417-1420 - [c74]Shai Tirosh, Dimitri Van De Ville, Michael Unser:
Polyharmonic smoothing splines for multi-dimensional signals with 1/ ‖ω‖τ-like spectra [image denoising applications]. ICASSP (3) 2004: 297-300 - [c73]Thierry Blu, Michael Unser:
Quantitative L2 approximation error of a probability density estimate given by its samples. ICASSP (3) 2004: 952-955 - [c72]Dimitri Van De Ville, Thierry Blu, Brigitte Forster, Michael Unser:
Isotropic-polyharmonic B-splines and wavelets. ICIP 2004: 661-664 - [c71]Mathews Jacob, Thierry Blu, Michael Unser:
Shape estimation of 3-D DNA molecules from stereo cryo-electron micro-graphs. ICIP 2004: 1883-1886 - [c70]Michael Sühling, Muthuvel Arigovindan, Michael Unser, Christian P. Jansen, Patrick R. Hunziker:
Bimodal Myocardial Motion Analysis from B-mode and Tissue Doppler Ultrasound. ISBI 2004: 308-311 - [c69]Brigitte Forster, Dimitri Van De Ville, Jesse Berent, Daniel Sage, Michael Unser:
Extended Depth-of-Focus for Multi-Channel Microscopy Images: A Complex Wavelet Approach. ISBI 2004: 660-663 - [c68]Dimitri Van De Ville, Thierry Blu, Michael Unser:
Wavelet-Based fMRI Statistical Analysis and Spatial Interpretation: A Unifying Approach. ISBI 2004: 1167-1170 - [c67]Erik Meijering, Mathews Jacob, J.-C. Floyd Sarria, Pascal Steiner, Harald Hirling, Michael Unser:
Neurite Tracing in Fluorescence Microscopy Images using Ridge Filtering and Graph Searching: Principles and Validation. ISBI 2004: 1219-1222 - [c66]Nadja Subotic, Dimitri Van De Ville, Michael Unser:
On the Feasibility of Axial Tracking of Fluorescent Nano-Particles Using a Defocusing Model. ISBI 2004: 1231-1234 - [c65]Michael Sühling, Muthuvel Arigovindan, Christian P. Jansen, Patrick R. Hunziker, Michael Unser:
Myocardial Motion and Strain Rate Analysis from Ultrasound Sequences. IWCM 2004: 177-189 - 2003
- [j74]Daniel Sage, Michael Unser:
Teaching image-processing programming in Java. IEEE Signal Process. Mag. 20(6): 43-52 (2003) - [j73]Michael Liebling, Thierry Blu, Michael Unser:
Fresnelets: new multiresolution wavelet bases for digital holography. IEEE Trans. Image Process. 12(1): 29-43 (2003) - [j72]Erik Meijering, Michael Unser:
A note on cubic convolution interpolation. IEEE Trans. Image Process. 12(4): 477-479 (2003) - [j71]Philippe Thévenaz, Michael Unser:
Precision isosurface rendering of 3D image data. IEEE Trans. Image Process. 12(7): 764-775 (2003) - [j70]Michael Unser, Thierry Blu:
Mathematical properties of the JPEG2000 wavelet filters. IEEE Trans. Image Process. 12(9): 1080-1090 (2003) - [j69]Thierry Blu, Philippe Thévenaz, Michael Unser:
Complete parameterization of piecewise-polynomial interpolation kernels. IEEE Trans. Image Process. 12(11): 1297-1309 (2003) - [j68]Jan Kybic, Michael Unser:
Fast parametric elastic image registration. IEEE Trans. Image Process. 12(11): 1427-1442 (2003) - [j67]Michael Unser, Akram Aldroubi, Andrew Laine:
Wavelets in Medical Imaging. IEEE Trans. Medical Imaging 22(3): 285-288 (2003) - [j66]Michael Unser, Thierry Blu:
Wavelet theory demystified. IEEE Trans. Signal Process. 51(2): 470-483 (2003) - [c64]Michael Unser:
Splines and Wavelets: New Perspectives for Pattern Recognition. DAGM-Symposium 2003: 244-248 - [c63]Koichi Ichige, Thierry Blu, Michael Unser:
Interpolation of signals by generalized piecewise-linear multiple generators. ICASSP (6) 2003: 261-264 - [c62]Dimitri Van De Ville, Thierry Blu, Michael Unser:
Recursive filtering for splines on hexagonal lattices. ICASSP (3) 2003: 301-304 - [c61]Thierry Blu, Michael Unser:
A complete family of scaling functions: the (α, τ)-fractional splines. ICASSP (6) 2003: 421-424 - [c60]Frédéric Precioso, Michel Barlaud, Thierry Blu, Michael Unser:
Smoothing B-spline active contour for fast and robust image and video segmentation. ICIP (1) 2003: 137-140 - [c59]Mathews Jacob, Michael Unser:
Optimal steerable filters for feature detection. ICIP (3) 2003: 433-436 - [c58]Christian H. P. Jansen, Muthuvel Arigovindan, Michael Sühling, Stephan Marsch, Michael A. Unser, Patrick R. Hunziker:
Multidimensional, multistage wavelet footprints: a new tool for image segmentation and feature extraction in medical ultrasound. Image Processing 2003 - [c57]Slavica Jonic, Philippe Thévenaz, Michael A. Unser:
Multiresolution-based registration of a volume to a set of its projections. Image Processing 2003 - [c56]Michael Sühling, Muthuvel Arigovindan, Christian P. Jansen, Patrick R. Hunziker, Michael A. Unser:
Myocardial motion analysis and visualization from echocardiograms. Image Processing 2003 - [c55]Erik Meijering, Mathews Jacob, J.-C. Floyd Sarria, Michael Unser:
A Novel Approach to Neurite Tracing in Fluorescence Microscopy Images. SIP 2003: 491-495 - 2002
- [j65]Arrate Muñoz, Raphaël Ertlé, Michael Unser:
Continuous wavelet transform with arbitrary scales and O(N) complexity. Signal Process. 82(5): 749-757 (2002) - [j64]Arrate Muñoz, Thierry Blu, Michael Unser:
p-multiresolution analysis: how to reduce ringing and sparsify the error. IEEE Trans. Image Process. 11(6): 656-669 (2002) - [j63]Stefan Horbelt, Michael Liebling, Michael Unser:
Discretization of the Radon transform and of its inverse by spline convolutions. IEEE Trans. Medical Imaging 21(4): 363-376 (2002) - [j62]Michael Unser, Zhi-Pei Liang:
First IEEE Symposium on Biomedical Imaging. IEEE Trans. Medical Imaging 21(8): 850-851 (2002) - [j61]Li Zeng, Christian P. Jansen, Stephan Marsch, Michael Unser, Patrick R. Hunziker:
Wavelet compression of Four-Dimensional Arbitrarily Size Echocardiographic Data. IEEE Trans. Medical Imaging 21(9): 1179-1187 (2002) - [j60]Thierry Blu, Michael Unser:
Wavelets, fractals, and radial basis functions. IEEE Trans. Signal Process. 50(3): 543-553 (2002) - [j59]Mathews Jacob, Thierry Blu, Michael Unser:
Sampling of periodic signals: a quantitative error analysis. IEEE Trans. Signal Process. 50(5): 1153-1159 (2002) - [j58]Jan Kybic, Thierry Blu, Michael Unser:
Generalized sampling: a variational approach .I. Theory. IEEE Trans. Signal Process. 50(8): 1965-1976 (2002) - [j57]Jan Kybic, Thierry Blu, Michael Unser:
Generalized sampling: a variational approach .II. Applications. IEEE Trans. Signal Process. 50(8): 1977-1985 (2002) - [c54]Thierry Blu, Philippe Thévenaz, Michael Unser:
How a simple shift can significantly improve the performance of linear interpolation. ICIP (3) 2002: 377-380 - [c53]Muthuvel Arigovindan, Michael Sühling, Patrick R. Hunziker, Michael Unser:
Multigrid image reconstruction from arbitrarily spaced samples. ICIP (3) 2002: 381-384 - [c52]Michael Sühling, Muthuvel Arigovindan, Patrick R. Hunziker, Michael Unser:
Multiresolution moment filters. ICIP (1) 2002: 393-396 - [c51]Michael Sühling, Muthuvel Arigovindan, Patrick R. Hunziker, Michael Unser:
Motion analysis of echocardiograms using a local-affine, spatio-temporal model. ISBI 2002: 573-576 - [c50]María J. Ledesma-Carbayo, Jan Kybic, Michael Sühling, Patrick R. Hunziker, Manuel Desco, Andrés Santos, Michael Unser:
Cardiac ultrasound motion detection by elastic registration exploiting temporal coherence. ISBI 2002: 585-588 - [c49]Mathews Jacob, Thierry Blu, Michael Unser:
3-D reconstruction of DNA filaments from stereo cryo-electron micrographs. ISBI 2002: 597-600 - [c48]Michael Liebling, Thierry Blu, Etienne Cuche, Pierre Marquet, Christian D. Depeursinge, Michael Unser:
A novel non-diffractive reconstruction method for digital holographic microscopy. ISBI 2002: 625-628 - [c47]Thierry Blu, Herbert Bay, Michael Unser:
A new high-resolution processing method for the deconvolution of optical coherence tomography signals. ISBI 2002: 777-780 - [c46]Stefan Horbelt, Michael Liebling, Michael A. Unser:
Filter design for filtered back-projection guided by the interpolation model. Image Processing 2002 - [c45]Michael A. Unser:
Splines: a perfect fit for medical imaging. Image Processing 2002 - 2001
- [j56]Mathews Jacob, Thierry Blu, Michael Unser:
An Exact Method for Computing the Area Moments of Wavelet and Spline Curves. IEEE Trans. Pattern Anal. Mach. Intell. 23(6): 633-642 (2001) - [j55]Thierry Blu, Philippe Thévenaz, Michael Unser:
MOMS: maximal-order interpolation of minimal support. IEEE Trans. Image Process. 10(7): 1069-1080 (2001) - [j54]Arrate Muñoz, Thierry Blu, Michael Unser:
Least-squares image resizing using finite differences. IEEE Trans. Image Process. 10(9): 1365-1378 (2001) - [c44]Daniel Sage, Michael Unser:
Easy Java programming for teaching image-processing. ICIP (3) 2001: 298-301 - [c43]Manuela Feilner, Mathews Jacob, Michael Unser:
Orthogonal quincunx wavelets with fractional orders. ICIP (1) 2001: 606-609 - [c42]Philippe Thévenaz, Michael Unser:
High-quality isosurface rendering with exact gradient. ICIP (1) 2001: 854-857 - [c41]María J. Ledesma-Carbayo, Jan Kybic, Manuel Desco, Andrés Santos, Michael Unser:
Cardiac Motion Analysis from Ultrasound Sequences Using Non-rigid Registration. MICCAI 2001: 889-896 - [c40]Mathews Jacob, Thierry Blu, Michael A. Unser:
Unifying approach and interface for spline-based snakes. Image Processing 2001 - [c39]Slavica Jonic, Philippe Thévenaz, Michael A. Unser:
Multiresolution spline-based 3D/2D registration of CT volume and C-arm images for computer-assisted surgery. Image Processing 2001 - [c38]Jan Kybic, Thierry Blu, Michael A. Unser:
Variational approach to tomographic reconstruction. Image Processing 2001 - 2000
- [j53]Michael Unser:
Sampling-50 years after Shannon. Proc. IEEE 88(4): 569-587 (2000) - [j52]Michael Unser, Thierry Blu:
Fractional Splines and Wavelets. SIAM Rev. 42(1): 43-67 (2000) - [j51]Patrick Brigger, Jeff Hoeg, Michael Unser:
B-spline snakes: a flexible tool for parametric contour detection. IEEE Trans. Image Process. 9(9): 1484-1496 (2000) - [j50]Philippe Thévenaz, Michael Unser:
Optimization of mutual information for multiresolution image registration. IEEE Trans. Image Process. 9(12): 2083-2099 (2000) - [j49]Jan Kybic, Philippe Thévenaz, Arto Nirkko, Michael Unser:
Unwarping of Unidirectionally Distorted EPI Images. IEEE Trans. Medical Imaging 19(2): 80-93 (2000) - [j48]Philippe Thévenaz, Thierry Blu, Michael Unser:
Interpolation Revisited. IEEE Trans. Medical Imaging 19(7): 739-758 (2000) - [c37]Manuela Feilner, Thierry Blu, Michael Unser:
Analysis of fMRI data using spline wavelets. EUSIPCO 2000: 1-4 - [c36]Arrate Muñoz, Thierry Blu, Michael Unser:
Non-uniform to uniform grid conversion using least-squares splines. EUSIPCO 2000: 1-4 - [c35]Michael Unser:
Splines: A perfect fit for signal processing. EUSIPCO 2000: 1 - [c34]Michael Unser, Stefan Horbelt, Thierry Blu:
Fractional derivatives, splines and tomography. EUSIPCO 2000: 1-4 - [c33]Thierry Blu, Michael Unser:
The fractional spline wavelet transform: definition end implementation. ICASSP 2000: 512-515 - [c32]Stefan Horbelt, Arrate Muñoz, Thierry Blu, Michael Unser:
Spline kernels for continuous-space image processing. ICASSP 2000: 2191-2194 - [c31]Stefan Horbelt, Philippe Thévenaz, Michael Unser:
Texture Mapping by Succesive Refinement. ICIP 2000: 307-310 - [c30]Philippe Thévenaz, Thierry Blu, Michael Unser:
Complete Parametrization of Piecewise Polynomial Interpolators According to Degree, Support, Regularity, and Order. ICIP 2000: 335-338 - [c29]Jan Kybic, Michael Unser:
Multidimensional Elastic Registration of Images Using Splines. ICIP 2000: 455-458 - [c28]Mathews Jacob, Thierry Blu, Michael Unser:
Exact Computation of Area Moments for Spline and Wavelet Curves. ICPR 2000: 3131-3134
1990 – 1999
- 1999
- [j47]Michael Unser:
Splines: a perfect fit for signal and image processing. IEEE Signal Process. Mag. 16(6): 22-38 (1999) - [j46]Michael J. Vrhel, Michael Unser:
Multichannel restoration with limited a priori information [electron microscopy of biological macromolecules]. IEEE Trans. Image Process. 8(4): 527-536 (1999) - [j45]Patrick Brigger, Frank Müller, Klaus Illgner, Michael Unser:
Centered pyramids. IEEE Trans. Image Process. 8(9): 1254-1264 (1999) - [j44]Thierry Blu, Michael Unser:
Quantitative Fourier analysis of approximation techniques. I. Interpolators and projectors. IEEE Trans. Signal Process. 47(10): 2783-2795 (1999) - [j43]Thierry Blu, Michael Unser:
Quantitative Fourier analysis of approximation techniques. II. Wavelets. IEEE Trans. Signal Process. 47(10): 2796-2806 (1999) - [c27]Stefan Horbelt, Michael Unser, Martin Vetterli:
Wavelet Projections for Volume Rendering. Eurographics (Short Presentations) 1999 - [c26]Jan Kybic, Philippe Thévenaz, Michael Unser:
Compensation of Unidirectional Geometric Distortion in EPI Using Spline Warping. ICIP (2) 1999: 168-172 - [c25]Arrate Muñoz, Thierry Blu, Michael Unser:
Efficient Image Resizing Using Finite Differences. ICIP (3) 1999: 662-666 - [c24]Thierry Blu, Philippe Thévenaz, Michael Unser:
Generalized Interpolation: Higher Quality at no Additional Cost. ICIP (3) 1999: 667-671 - 1998
- [j42]Chulhee Lee, Shin Huh, Terence A. Ketter, Michael Unser:
Unsupervised connectivity-based thresholding segmentation of midsagittal brain MR images. Comput. Biol. Medicine 28(3): 309-338 (1998) - [j41]Philippe Thévenaz, Urs E. Ruttimann, Michael Unser:
A pyramid approach to subpixel registration based on intensity. IEEE Trans. Image Process. 7(1): 27-41 (1998) - [j40]Chulhee Lee, Murray Eden, Michael Unser:
High-quality image resizing using oblique projection operators. IEEE Trans. Image Process. 7(5): 679-692 (1998) - [j39]Urs E. Ruttimann, Michael Unser, Robert R. Rawlings, Daniel E. Rio, Nick F. Ramsey, Venkata S. Mattay, Daniel W. Hommer, Joseph A. Frank, Daniel R. Weinberger:
Statistical Analysis of Function MRI Data in the Wavelet Domain. IEEE Trans. Medical Imaging 17(2): 142-154 (1998) - [j38]Akram Aldroubi, Patrice Abry, Michael Unser:
Construction of biorthogonal wavelets starting from any two multiresolutions. IEEE Trans. Signal Process. 46(4): 1130-1133 (1998) - [j37]Michael Unser, Philippe Thévenaz, Akram Aldroubi:
Shift-orthogonal wavelet bases. IEEE Trans. Signal Process. 46(7): 1827-1836 (1998) - [j36]Frank Müller, Patrick Brigger, Klaus Illgner, Michael Unser:
Multiresolution approximation using shifted splines. IEEE Trans. Signal Process. 46(9): 2555-2558 (1998) - [c23]Michael Unser:
Wavelets, filterbanks, and the Karhunen-Loève transform. EUSIPCO 1998: 1-4 - [c22]Thierry Blu, Philippe Thévenaz, Michael Unser:
Minimum Support Interpolators with Optimum Approximation Properties. ICIP (3) 1998: 242-245 - [c21]Patrick Brigger, Robert Engel, Michael Unser:
B-spline Snakes and a JAVA Interface: An Intuitive Tool for General Contour Outlining. ICIP (2) 1998: 277-281 - [c20]Philippe Thévenaz, Michael Unser:
An Efficient Mutual Information Optimizer for Multiresolution Image Registration. ICIP (1) 1998: 833-837 - 1997
- [j35]Michael J. Vrhel, Chulhee Lee, Michael Unser:
Fast continuous wavelet transform: A least-squares formulation. Signal Process. 57(2): 103-119 (1997) - [j34]Michael J. Vrhel, Chulhee Lee, Michael Unser:
Rapid computation of the continuous wavelet transform by oblique projections. IEEE Trans. Signal Process. 45(4): 891-900 (1997) - [j33]Michael Unser, Ingrid Daubechies:
On the approximation power of convolution-based least squares versus interpolation. IEEE Trans. Signal Process. 45(7): 1697-1711 (1997) - [j32]Michael Unser, Josiane Zerubia:
Generalized sampling: stability and performance analysis. IEEE Trans. Signal Process. 45(12): 2941-2950 (1997) - [c19]Michael Unser, Josiane Zerubia:
Generalized sampling without bandlimiting constraints. ICASSP 1997: 2113-2116 - [c18]Patrick Brigger, Stephen L. Bacharach, Akram Aldroubi, Michael Unser:
Segmentation of Gated SPECT Images for Automatic Computation of Myocardial Volume and Ejection Fraction. ICIP (2) 1997: 113-116 - [c17]Thierry Blu, Michael Unser:
Quantitative L2 Error Analysis for Interpolation Methods and Wavelt Expansions. ICIP (1) 1997: 663-666 - 1996
- [j31]Michael Unser, Akram Aldroubi:
A review of wavelets in biomedical applications. Proc. IEEE 84(4): 626-638 (1996) - [j30]Michael Unser, Philippe Thévenaz, Akram Aldroubi:
Shift-orthogonal wavelet bases using splines. IEEE Signal Process. Lett. 3(3): 85-88 (1996) - [j29]Michael Unser, Philippe Thévenaz, Akram Aldroubi:
Corrections to "Shift-Orthogonal Wavelet Bases Using Splines" [Erratum]. IEEE Signal Process. Lett. 3(5): 162 (1996) - [j28]Michael Unser:
Approximation power of biorthogonal wavelet expansions. IEEE Trans. Signal Process. 44(3): 519-527 (1996) - [c16]Michael J. Vrhel, Chulhee Lee, Michael Unser:
Fast computation of the continuous wavelet transform through oblique projections. ICASSP 1996: 1459-1462 - [c15]Chulhee Lee, Murray Eden, Michael Unser:
Near optimal geometric image scaling using oblique projection operators. ICASSP 1996: 2399-2402 - [c14]Philippe Thévenaz, Michael Unser:
A pyramid approach to sub-pixel image fusion based on mutual information. ICIP (1) 1996: 265-268 - [c13]Michael Unser:
Vanishing moments and the approximation power of wavelet expansions. ICIP (1) 1996: 629-632 - 1995
- [j27]Michael Unser, Akram Aldroubi, Murray Eden:
Enlargement or reduction of digital images with minimum loss of information. IEEE Trans. Image Process. 4(3): 247-258 (1995) - [j26]Michael Unser, Philippe Thévenaz, Leonid P. Yaroslavsky:
Convolution-based interpolation for fast, high-quality rotation of images. IEEE Trans. Image Process. 4(10): 1371-1381 (1995) - [j25]Michael Unser:
Texture classification and segmentation using wavelet frames. IEEE Trans. Image Process. 4(11): 1549-1560 (1995) - [c12]Michael J. Vrhel, Chulhee Lee, Michael Unser:
Fast continuous wavelet transform. ICASSP 1995: 1165-1168 - [c11]Philippe Thévenaz, Michael Unser:
Efficient geometric transformations and 3-D image registration. ICASSP 1995: 2919-2922 - [c10]Michael Unser:
Multigrid adaptive image processing. ICIP 1995: 49-52 - [c9]Philippe Thévenaz, Urs E. Ruttimann, Michael Unser:
Iterative multi-scale registration without landmarks. ICIP (3) 1995: 228-231 - [c8]Urs E. Ruttimann, Nick F. Ramsey, Daniel W. Hommer, Philippe Thévenaz, Chulhee Lee, Michael Unser:
Analysis of functional magnetic resonance images by wavelet decomposition. ICIP 1995: 633-636 - 1994
- [j24]Michael Unser, Murray Eden:
FIR approximations of inverse filters and perfect reconstruction filter banks. Signal Process. 36(2): 163-174 (1994) - [j23]Michael Unser:
Fast Gabor-like windowed Fourier and continuous wavelet transforms. IEEE Signal Process. Lett. 1(5): 76-79 (1994) - [j22]Michael Unser, Akram Aldroubi:
A general sampling theory for nonideal acquisition devices. IEEE Trans. Signal Process. 42(11): 2915-2925 (1994) - [j21]Michael Unser, Akram Aldroubi, Steven J. Schiff:
Fast implementation of the continuous wavelet transform with integer scales. IEEE Trans. Signal Process. 42(12): 3519-3523 (1994) - [c7]Michael Unser, Matthew A. Neimark, Chulhee Lee:
Affine Transformations of Images: A Least Squares Formulation. ICIP (3) 1994: 558-561 - 1993
- [j20]Michael Unser, Akram Aldroubi, Murray Eden:
The L2-Polynomial Spline Pyramid. IEEE Trans. Pattern Anal. Mach. Intell. 15(4): 364-379 (1993) - [j19]Michael Unser, Akram Aldroubi, Murray Eden:
A family of polynomial spline wavelet transforms. Signal Process. 30(2): 141-162 (1993) - [j18]Michael Unser, Akram Aldroubi, Murray Eden:
B-spline signal processing. I. Theory. IEEE Trans. Signal Process. 41(2): 821-833 (1993) - [j17]Michael Unser, Akram Aldroubi, Murray Eden:
B-spline signal processing. II. Efficiency design and applications. IEEE Trans. Signal Process. 41(2): 834-848 (1993) - [j16]Michael Unser:
On the optimality of ideal filters for pyramid and wavelet signal approximation. IEEE Trans. Signal Process. 41(12): 3591-3596 (1993) - [c6]Michael Unser:
Texture discrimination using wavelets. CVPR 1993: 640-641 - [c5]Michael Unser:
Efficient dyadic wavelet transformation of images using interpolation filters. ICASSP (5) 1993: 149-152 - 1992
- [j15]Michael Unser:
An improved least squares Laplacian pyramid for image compression. Signal Process. 27(2): 187-203 (1992) - [j14]Akram Aldroubi, Michael Unser, Murray Eden:
Cardinal spline filters: Stability and convergence to the ideal sinc interpolator. Signal Process. 28(2): 127-138 (1992) - [j13]Michael Unser, Akram Aldroubi, Murray Eden:
Polynomial spline signal approximations: Filter design and asymptotic equivalence with Shannon's sampling theorem. IEEE Trans. Inf. Theory 38(1): 95-103 (1992) - [j12]Michael Unser, Akram Aldroubi, Murray Eden:
On the asymptotic convergence of B-spline wavelets to Gabor functions. IEEE Trans. Inf. Theory 38(2): 864-872 (1992) - [c4]Michael Unser, Akram Aldroubi:
Polynomial spline signal processing algorithms. ICASSP 1992: 177-180 - 1991
- [j11]Michael Unser, Akram Aldroubi, Murray Eden:
Recursive Regularization Filters: Design, Properties, and Applications. IEEE Trans. Pattern Anal. Mach. Intell. 13(3): 272-277 (1991) - [j10]Michael Unser, Akram Aldroubi, Murray Eden:
Fast B-spline Transforms for Continuous Image Representation and Interpolation. IEEE Trans. Pattern Anal. Mach. Intell. 13(3): 277-285 (1991) - [j9]Lixin Dong, Gabriel Pelle, Philippe Brun, Michael Unser:
Adaptive myocardial border tracking in M-mode echocardiograms. Signal Process. 22(1): 95-105 (1991) - [j8]Michael Unser:
Comments on 'Classification of natural textures by means of two-dimensional orthogonal masks' by P. Cohen, V. Lacasse and C.T. DeDinh. IEEE Trans. Signal Process. 39(4): 1005-1006 (1991) - 1990
- [j7]Michael Unser, Murray Eden:
Nonlinear operators for improving texture segmentation based on features extracted by spatial filtering. IEEE Trans. Syst. Man Cybern. 20(4): 804-815 (1990) - [j6]Michael Unser, Murray Eden:
Weighted averaging of a set of noisy images for maximum signal-to-noise ratio. IEEE Trans. Acoust. Speech Signal Process. 38(5): 890-895 (1990)
1980 – 1989
- 1989
- [j5]Michael Unser, Murray Eden:
Multiresolution Feature Extraction and Selection for Texture Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 11(7): 717-728 (1989) - 1988
- [j4]Michael Unser, Moeness G. Amin:
Comments, with reply, on 'A new approach to recursive Fourier transform'. Proc. IEEE 76(10): 1395-1396 (1988) - [j3]Michael Unser, Murray Eden:
Maximum likelihood estimation of liner signal parameters for Poisson processes. IEEE Trans. Acoust. Speech Signal Process. 36(6): 942-945 (1988) - [c3]Michael Unser, Murray Eden:
A multi-resolution feature reduction technique for image segmentation with multiple components. CVPR 1988: 568-573 - [c2]Michael Unser, Hugo Van hamme, Patrick de Muynck, E. Van Denhaute, Jan Cornelis:
Karhunen-Loeve analysis of dynamic sequences of thermographic images for early breast cancer detection. CVPR 1988: 592-596 - 1987
- [c1]Michael Unser:
A family of discrete Fourier transforms with pseudo-cyclic convolution properties. ICASSP 1987: 1815-1818 - 1986
- [j2]Michael Unser:
Sum and Difference Histograms for Texture Classification. IEEE Trans. Pattern Anal. Mach. Intell. 8(1): 118-125 (1986) - 1984
- [j1]Michael Unser, Frank Ade:
Feature extraction and decision procedure for automated inspection of textured materials. Pattern Recognit. Lett. 2(3): 185-191 (1984)
Coauthor Index
Anais Badoual
aka: Anaïs Badoual
aka: Anaïs Badoual
[j146] [j134] [j133] [j126] [c136] [c121] [j118] [j113] [j109] [c114] [c108] [c100] [j108] [j107] [j106] [j103] [j102] [j100] [c99] [c98] [c95] [j96] [c91] [c90] [c89] [c87] [j92] [j87] [j85] [j83] [j81] [c80] [c78] [j80] [j77] [j76] [j75] [c75] [c73] [c72] [c71] [c68] [j73] [j70] [j69] [j66] [c63] [c62] [c61] [c60] [j64] [j60] [j59] [j58] [j57] [c54] [c49] [c48] [c47] [j56] [j55] [j54] [c40] [c38] [j52] [j48] [c37] [c36] [c34] [c33] [c32] [c30] [c28] [j44] [j43] [c25] [c24] [c22] [c17]
Kunal N. Chaudhury
aka: Kunal Narayan Chaudhury
aka: Kunal Narayan Chaudhury
Ulugbek Kamilov
aka: Ulugbek S. Kamilov
aka: Ulugbek S. Kamilov
Arrate Muñoz-Barrutia
aka: Arrate Muñoz
aka: Arrate Muñoz
Chandra Sekhar Seelamantula
aka: S. Chandra Sekhar
aka: S. Chandra Sekhar
[j260] [j148] [j145] [j132] [j126] [c134] [j125] [j123] [j121] [c127] [c123] [j119] [j118] [j114] [j112] [j111] [j110] [j109] [c117] [c116] [c109] [c107] [c101] [j108] [j107] [j104] [c98] [c94] [j95] [c92] [c90] [c89] [c88] [c84] [c82] [j92] [j89] [j85] [c77] [j80] [j76] [c74] [c72] [c69] [c68] [c66] [c62]
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last updated on 2025-04-22 21:06 CEST by the dblp team
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