Feature extraction and decision procedure for automated inspection of textured materials. - Michael Unser; Frank Ade (Pattern Recognit. Lett., 1984)

Sum and Difference Histograms for Texture Classification. - Michael Unser (IEEE Trans. Pattern Anal. Mach. Intell., 1986)

A family of discrete Fourier transforms with pseudo-cyclic convolution properties. - Michael Unser (ICASSP, 1987)

A multi-resolution feature reduction technique for image segmentation with multiple components. - Michael Unser; Murray Eden (CVPR, 1988)

Karhunen-Loeve analysis of dynamic sequences of thermographic images for early breast cancer detection. - Michael Unser; Hugo Van hamme; Patrick de Muynck; E. Van Denhaute; Jan Cornelis 001 (CVPR, 1988)

Comments, with reply, on 'A new approach to recursive Fourier transform'. - Michael Unser; Moeness G. Amin (Proc. IEEE, 1988)

Maximum likelihood estimation of liner signal parameters for Poisson processes. - Michael Unser; Murray Eden (IEEE Trans. Acoust. Speech Signal Process., 1988)

Multiresolution Feature Extraction and Selection for Texture Segmentation. - Michael Unser; Murray Eden (IEEE Trans. Pattern Anal. Mach. Intell., 1989)

Nonlinear operators for improving texture segmentation based on features extracted by spatial filtering. - Michael Unser; Murray Eden (IEEE Trans. Syst. Man Cybern., 1990)

Weighted averaging of a set of noisy images for maximum signal-to-noise ratio. - Michael Unser; Murray Eden (IEEE Trans. Acoust. Speech Signal Process., 1990)

Recursive Regularization Filters: Design, Properties, and Applications. - Michael Unser; Akram Aldroubi; Murray Eden (IEEE Trans. Pattern Anal. Mach. Intell., 1991)

Fast B-spline Transforms for Continuous Image Representation and Interpolation. - Michael Unser; Akram Aldroubi; Murray Eden (IEEE Trans. Pattern Anal. Mach. Intell., 1991)

Adaptive myocardial border tracking in M-mode echocardiograms. - Lixin Dong; Gabriel Pelle; Philippe Brun; Michael Unser (Signal Process., 1991)

Comments on 'Classification of natural textures by means of two-dimensional orthogonal masks' by P. Cohen, V. Lacasse and C.T. DeDinh. - Michael Unser (IEEE Trans. Signal Process., 1991)

Polynomial spline signal processing algorithms. - Michael Unser; Akram Aldroubi (ICASSP, 1992)

Cardinal spline filters: Stability and convergence to the ideal sinc interpolator. - Akram Aldroubi; Michael Unser; Murray Eden (Signal Process., 1992)

An improved least squares Laplacian pyramid for image compression. - Michael Unser (Signal Process., 1992)

Polynomial spline signal approximations: Filter design and asymptotic equivalence with Shannon's sampling theorem. - Michael Unser; Akram Aldroubi; Murray Eden (IEEE Trans. Inf. Theory, 1992)

On the asymptotic convergence of B-spline wavelets to Gabor functions. - Michael Unser; Akram Aldroubi; Murray Eden (IEEE Trans. Inf. Theory, 1992)

Texture discrimination using wavelets. - Michael Unser (CVPR, 1993)

Efficient dyadic wavelet transformation of images using interpolation filters. - Michael Unser (ICASSP (5), 1993)

The L2-Polynomial Spline Pyramid. - Michael Unser; Akram Aldroubi; Murray Eden (IEEE Trans. Pattern Anal. Mach. Intell., 1993)

A family of polynomial spline wavelet transforms. - Michael Unser; Akram Aldroubi; Murray Eden (Signal Process., 1993)

On the optimality of ideal filters for pyramid and wavelet signal approximation. - Michael Unser (IEEE Trans. Signal Process., 1993)

B-spline signal processing. I. Theory. - Michael Unser; Akram Aldroubi; Murray Eden (IEEE Trans. Signal Process., 1993)

B-spline signal processing. II. Efficiency design and applications. - Michael Unser; Akram Aldroubi; Murray Eden (IEEE Trans. Signal Process., 1993)

Affine Transformations of Images: A Least Squares Formulation. - Michael Unser; Matthew A. Neimark; Chulhee Lee (ICIP (3), 1994)

FIR approximations of inverse filters and perfect reconstruction filter banks. - Michael Unser; Murray Eden (Signal Process., 1994)

Fast Gabor-like windowed Fourier and continuous wavelet transforms. - Michael Unser (IEEE Signal Process. Lett., 1994)

A general sampling theory for nonideal acquisition devices. - Michael Unser; Akram Aldroubi (IEEE Trans. Signal Process., 1994)

Fast implementation of the continuous wavelet transform with integer scales. - Michael Unser; Akram Aldroubi; Steven J. Schiff (IEEE Trans. Signal Process., 1994)

Efficient geometric transformations and 3-D image registration. - Philippe Thévenaz; Michael Unser (ICASSP, 1995)

Fast continuous wavelet transform. - Michael J. Vrhel; Chulhee Lee; Michael Unser (ICASSP, 1995)

Analysis of functional magnetic resonance images by wavelet decomposition. - Urs E. Ruttimann; Nick F. Ramsey; Daniel W. Hommer; Philippe Thévenaz; Chulhee Lee; Michael Unser (ICIP, 1995)

Iterative multi-scale registration without landmarks. - Philippe Thévenaz; Urs E. Ruttimann; Michael Unser (ICIP (3), 1995)

Multigrid adaptive image processing. - Michael Unser (ICIP, 1995)

Texture classification and segmentation using wavelet frames. - Michael Unser (IEEE Trans. Image Process., 1995)

Enlargement or reduction of digital images with minimum loss of information. - Michael Unser; Akram Aldroubi; Murray Eden (IEEE Trans. Image Process., 1995)

Convolution-based interpolation for fast, high-quality rotation of images. - Michael Unser; Philippe Thévenaz; Leonid P. Yaroslavsky (IEEE Trans. Image Process., 1995)

Near optimal geometric image scaling using oblique projection operators. - Chulhee Lee; Murray Eden; Michael Unser (ICASSP, 1996)

Fast computation of the continuous wavelet transform through oblique projections. - Michael J. Vrhel; Chulhee Lee; Michael Unser (ICASSP, 1996)

A pyramid approach to sub-pixel image fusion based on mutual information. - Philippe Thévenaz; Michael Unser (ICIP (1), 1996)

Vanishing moments and the approximation power of wavelet expansions. - Michael Unser (ICIP (1), 1996)

A review of wavelets in biomedical applications. - Michael Unser; Akram Aldroubi (Proc. IEEE, 1996)

Shift-orthogonal wavelet bases using splines. - Michael Unser; Philippe Thévenaz; Akram Aldroubi (IEEE Signal Process. Lett., 1996)

Corrections to "Shift-Orthogonal Wavelet Bases Using Splines" [Erratum]. - Michael Unser; Philippe Thévenaz; Akram Aldroubi (IEEE Signal Process. Lett., 1996)

Approximation power of biorthogonal wavelet expansions. - Michael Unser (IEEE Trans. Signal Process., 1996)

Generalized sampling without bandlimiting constraints. - Michael Unser; Josiane Zerubia (ICASSP, 1997)

Quantitative L2 Error Analysis for Interpolation Methods and Wavelt Expansions. - Thierry Blu; Michael Unser (ICIP (1), 1997)

Segmentation of Gated SPECT Images for Automatic Computation of Myocardial Volume and Ejection Fraction. - Patrick Brigger; Stephen L. Bacharach; Akram Aldroubi; Michael Unser (ICIP (2), 1997)

Fast continuous wavelet transform: A least-squares formulation. - Michael J. Vrhel; Chulhee Lee; Michael Unser (Signal Process., 1997)

On the approximation power of convolution-based least squares versus interpolation. - Michael Unser; Ingrid Daubechies (IEEE Trans. Signal Process., 1997)

Generalized sampling: stability and performance analysis. - Michael Unser; Josiane Zerubia (IEEE Trans. Signal Process., 1997)

Rapid computation of the continuous wavelet transform by oblique projections. - Michael J. Vrhel; Chulhee Lee; Michael Unser (IEEE Trans. Signal Process., 1997)

Wavelets, filterbanks, and the Karhunen-Loève transform. - Michael Unser (EUSIPCO, 1998)

Minimum Support Interpolators with Optimum Approximation Properties. - Thierry Blu; Philippe Thévenaz; Michael Unser (ICIP (3), 1998)

B-spline Snakes and a JAVA Interface: An Intuitive Tool for General Contour Outlining. - Patrick Brigger; Robert Engel; Michael Unser (ICIP (2), 1998)

An Efficient Mutual Information Optimizer for Multiresolution Image Registration. - Philippe Thévenaz; Michael Unser (ICIP (1), 1998)

Unsupervised connectivity-based thresholding segmentation of midsagittal brain MR images. - Chulhee Lee; Shin Huh; Terence A. Ketter; Michael Unser (Comput. Biol. Medicine, 1998)

High-quality image resizing using oblique projection operators. - Chulhee Lee; Murray Eden; Michael Unser (IEEE Trans. Image Process., 1998)

A pyramid approach to subpixel registration based on intensity. - Philippe Thévenaz; Urs E. Ruttimann; Michael Unser (IEEE Trans. Image Process., 1998)

Statistical Analysis of Function MRI Data in the Wavelet Domain. - 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 (IEEE Trans. Medical Imaging, 1998)

Construction of biorthogonal wavelets starting from any two multiresolutions. - Akram Aldroubi; Patrice Abry; Michael Unser (IEEE Trans. Signal Process., 1998)

Multiresolution approximation using shifted splines. - Frank Müller 002; Patrick Brigger; Klaus Illgner; Michael Unser (IEEE Trans. Signal Process., 1998)

Shift-orthogonal wavelet bases. - Michael Unser; Philippe Thévenaz; Akram Aldroubi (IEEE Trans. Signal Process., 1998)

Wavelet Projections for Volume Rendering. - Stefan Horbelt; Michael Unser; Martin Vetterli (Eurographics (Short Presentations), 1999)

Generalized Interpolation: Higher Quality at no Additional Cost. - Thierry Blu; Philippe Thévenaz; Michael Unser (ICIP (3), 1999)

Compensation of Unidirectional Geometric Distortion in EPI Using Spline Warping. - Jan Kybic; Philippe Thévenaz; Michael Unser (ICIP (2), 1999)

Efficient Image Resizing Using Finite Differences. - Arrate Muñoz; Thierry Blu; Michael Unser (ICIP (3), 1999)

Splines: a perfect fit for signal and image processing. - Michael Unser (IEEE Signal Process. Mag., 1999)

Centered pyramids. - Patrick Brigger; Frank Müller 002; Klaus Illgner; Michael Unser (IEEE Trans. Image Process., 1999)

Multichannel restoration with limited a priori information [electron microscopy of biological macromolecules]. - Michael J. Vrhel; Michael Unser (IEEE Trans. Image Process., 1999)

Quantitative Fourier analysis of approximation techniques. I. Interpolators and projectors. - Thierry Blu; Michael Unser (IEEE Trans. Signal Process., 1999)

Quantitative Fourier analysis of approximation techniques. II. Wavelets. - Thierry Blu; Michael Unser (IEEE Trans. Signal Process., 1999)

Analysis of fMRI data using spline wavelets. - Manuela Feilner; Thierry Blu; Michael Unser (EUSIPCO, 2000)

Non-uniform to uniform grid conversion using least-squares splines. - Arrate Muñoz; Thierry Blu; Michael Unser (EUSIPCO, 2000)

Splines: A perfect fit for signal processing. - Michael Unser (EUSIPCO, 2000)

Fractional derivatives, splines and tomography. - Michael Unser; Stefan Horbelt; Thierry Blu (EUSIPCO, 2000)

The fractional spline wavelet transform: definition end implementation. - Thierry Blu; Michael Unser (ICASSP, 2000)

Spline kernels for continuous-space image processing. - Stefan Horbelt; Arrate Muñoz; Thierry Blu; Michael Unser (ICASSP, 2000)

Texture Mapping by Succesive Refinement. - Stefan Horbelt; Philippe Thévenaz; Michael Unser (ICIP, 2000)

Multidimensional Elastic Registration of Images Using Splines. - Jan Kybic; Michael Unser (ICIP, 2000)

Complete Parametrization of Piecewise Polynomial Interpolators According to Degree, Support, Regularity, and Order. - Philippe Thévenaz; Thierry Blu; Michael Unser (ICIP, 2000)

Exact Computation of Area Moments for Spline and Wavelet Curves. - Mathews Jacob; Thierry Blu; Michael Unser (ICPR, 2000)

Sampling-50 years after Shannon. - Michael Unser (Proc. IEEE, 2000)

Fractional Splines and Wavelets. - Michael Unser; Thierry Blu (SIAM Rev., 2000)

B-spline snakes: a flexible tool for parametric contour detection. - Patrick Brigger; Jeff Hoeg; Michael Unser (IEEE Trans. Image Process., 2000)

Optimization of mutual information for multiresolution image registration. - Philippe Thévenaz; Michael Unser (IEEE Trans. Image Process., 2000)

Unwarping of Unidirectionally Distorted EPI Images. - Jan Kybic; Philippe Thévenaz; Arto Nirkko; Michael Unser (IEEE Trans. Medical Imaging, 2000)

Interpolation Revisited. - Philippe Thévenaz; Thierry Blu; Michael Unser (IEEE Trans. Medical Imaging, 2000)

Orthogonal quincunx wavelets with fractional orders. - Manuela Feilner; Mathews Jacob; Michael Unser (ICIP (1), 2001)

Easy Java programming for teaching image-processing. - Daniel Sage; Michael Unser (ICIP (3), 2001)

High-quality isosurface rendering with exact gradient. - Philippe Thévenaz; Michael Unser (ICIP (1), 2001)

Cardiac Motion Analysis from Ultrasound Sequences Using Non-rigid Registration. - María J. Ledesma-Carbayo; Jan Kybic; Manuel Desco; Andrés Santos; Michael Unser (MICCAI, 2001)

Unifying approach and interface for spline-based snakes. - Mathews Jacob; Thierry Blu; Michael A. Unser (Image Processing, 2001)

Multiresolution spline-based 3D/2D registration of CT volume and C-arm images for computer-assisted surgery. - Slavica Jonic; Philippe Thévenaz; Michael A. Unser (Image Processing, 2001)

Variational approach to tomographic reconstruction. - Jan Kybic; Thierry Blu; Michael A. Unser (Image Processing, 2001)

An Exact Method for Computing the Area Moments of Wavelet and Spline Curves. - Mathews Jacob; Thierry Blu; Michael Unser (IEEE Trans. Pattern Anal. Mach. Intell., 2001)

MOMS: maximal-order interpolation of minimal support. - Thierry Blu; Philippe Thévenaz; Michael Unser (IEEE Trans. Image Process., 2001)

Least-squares image resizing using finite differences. - Arrate Muñoz; Thierry Blu; Michael Unser (IEEE Trans. Image Process., 2001)

Multigrid image reconstruction from arbitrarily spaced samples. - Muthuvel Arigovindan; Michael Sühling; Patrick R. Hunziker; Michael Unser (ICIP (3), 2002)

How a simple shift can significantly improve the performance of linear interpolation. - Thierry Blu; Philippe Thévenaz; Michael Unser (ICIP (3), 2002)

Multiresolution moment filters. - Michael Sühling; Muthuvel Arigovindan; Patrick R. Hunziker; Michael Unser (ICIP (1), 2002)

A new high-resolution processing method for the deconvolution of optical coherence tomography signals. - Thierry Blu; Herbert Bay; Michael Unser (ISBI, 2002)

3-D reconstruction of DNA filaments from stereo cryo-electron micrographs. - Mathews Jacob; Thierry Blu; Michael Unser (ISBI, 2002)

Cardiac ultrasound motion detection by elastic registration exploiting temporal coherence. - María J. Ledesma-Carbayo; Jan Kybic; Michael Sühling; Patrick R. Hunziker; Manuel Desco; Andrés Santos; Michael Unser (ISBI, 2002)

A novel non-diffractive reconstruction method for digital holographic microscopy. - Michael Liebling; Thierry Blu; Etienne Cuche; Pierre Marquet; Christian D. Depeursinge; Michael Unser (ISBI, 2002)

Motion analysis of echocardiograms using a local-affine, spatio-temporal model. - Michael Sühling; Muthuvel Arigovindan; Patrick R. Hunziker; Michael Unser (ISBI, 2002)

Filter design for filtered back-projection guided by the interpolation model. - Stefan Horbelt; Michael Liebling; Michael A. Unser (Image Processing, 2002)

Splines: a perfect fit for medical imaging. - Michael A. Unser (Image Processing, 2002)

Continuous wavelet transform with arbitrary scales and O(N) complexity. - Arrate Muñoz; Raphaël Ertlé; Michael Unser (Signal Process., 2002)

p-multiresolution analysis: how to reduce ringing and sparsify the error. - Arrate Muñoz; Thierry Blu; Michael Unser (IEEE Trans. Image Process., 2002)

Discretization of the Radon transform and of its inverse by spline convolutions. - Stefan Horbelt; Michael Liebling; Michael Unser (IEEE Trans. Medical Imaging, 2002)

First IEEE Symposium on Biomedical Imaging. - Michael Unser; Zhi-Pei Liang (IEEE Trans. Medical Imaging, 2002)

Wavelet compression of Four-Dimensional Arbitrarily Size Echocardiographic Data. - Li Zeng; Christian P. Jansen; Stephan Marsch; Michael Unser; Patrick R. Hunziker (IEEE Trans. Medical Imaging, 2002)

Wavelets, fractals, and radial basis functions. - Thierry Blu; Michael Unser (IEEE Trans. Signal Process., 2002)

Sampling of periodic signals: a quantitative error analysis. - Mathews Jacob; Thierry Blu; Michael Unser (IEEE Trans. Signal Process., 2002)

Generalized sampling: a variational approach .I. Theory. - Jan Kybic; Thierry Blu; Michael Unser (IEEE Trans. Signal Process., 2002)

Generalized sampling: a variational approach .II. Applications. - Jan Kybic; Thierry Blu; Michael Unser (IEEE Trans. Signal Process., 2002)

Splines and Wavelets: New Perspectives for Pattern Recognition. - Michael Unser (DAGM-Symposium, 2003)

A complete family of scaling functions: the (α, τ)-fractional splines. - Thierry Blu; Michael Unser (ICASSP (6), 2003)

Interpolation of signals by generalized piecewise-linear multiple generators. - Koichi Ichige; Thierry Blu; Michael Unser (ICASSP (6), 2003)

Recursive filtering for splines on hexagonal lattices. - Dimitri Van De Ville; Thierry Blu; Michael Unser (ICASSP (3), 2003)

Optimal steerable filters for feature detection. - Mathews Jacob; Michael Unser (ICIP (3), 2003)

Smoothing B-spline active contour for fast and robust image and video segmentation. - Frédéric Precioso; Michel Barlaud; Thierry Blu; Michael Unser (ICIP (1), 2003)

Multidimensional, multistage wavelet footprints: a new tool for image segmentation and feature extraction in medical ultrasound. - Christian H. P. Jansen; Muthuvel Arigovindan; Michael Sühling; Stephan Marsch; Michael A. Unser; Patrick R. Hunziker (Image Processing, 2003)

Multiresolution-based registration of a volume to a set of its projections. - Slavica Jonic; Philippe Thévenaz; Michael A. Unser (Image Processing, 2003)

Myocardial motion analysis and visualization from echocardiograms. - Michael Sühling; Muthuvel Arigovindan; Christian P. Jansen; Patrick R. Hunziker; Michael A. Unser (Image Processing, 2003)

A Novel Approach to Neurite Tracing in Fluorescence Microscopy Images. - Erik Meijering; Mathews Jacob; J.-C. Floyd Sarria; Michael Unser (SIP, 2003)

Teaching image-processing programming in Java. - Daniel Sage; Michael Unser (IEEE Signal Process. Mag., 2003)

Complete parameterization of piecewise-polynomial interpolation kernels. - Thierry Blu; Philippe Thévenaz; Michael Unser (IEEE Trans. Image Process., 2003)

Fast parametric elastic image registration. - Jan Kybic; Michael Unser (IEEE Trans. Image Process., 2003)

Fresnelets: new multiresolution wavelet bases for digital holography. - Michael Liebling; Thierry Blu; Michael Unser (IEEE Trans. Image Process., 2003)

A note on cubic convolution interpolation. - Erik Meijering; Michael Unser (IEEE Trans. Image Process., 2003)

Precision isosurface rendering of 3D image data. - Philippe Thévenaz; Michael Unser (IEEE Trans. Image Process., 2003)

Mathematical properties of the JPEG2000 wavelet filters. - Michael Unser; Thierry Blu (IEEE Trans. Image Process., 2003)

Wavelets in Medical Imaging. - Michael Unser; Akram Aldroubi; Andrew Laine (IEEE Trans. Medical Imaging, 2003)

Wavelet theory demystified. - Michael Unser; Thierry Blu (IEEE Trans. Signal Process., 2003)

High-quality causal interpolation for online unidimensional signal processing. - Thierry Blu; Philippe Thévenaz; Michael Unser (EUSIPCO, 2004)

Quantitative L2 approximation error of a probability density estimate given by its samples. - Thierry Blu; Michael Unser (ICASSP (3), 2004)

Polyharmonic smoothing splines for multi-dimensional signals with 1/ ‖ω‖τ-like spectra [image denoising applications]. - Shai Tirosh; Dimitri Van De Ville; Michael Unser (ICASSP (3), 2004)

Shape estimation of 3-D DNA molecules from stereo cryo-electron micro-graphs. - Mathews Jacob; Thierry Blu; Michael Unser (ICIP, 2004)

Isotropic-polyharmonic B-splines and wavelets. - Dimitri Van De Ville; Thierry Blu; Brigitte Forster; Michael Unser (ICIP, 2004)

Extended Depth-of-Focus for Multi-Channel Microscopy Images: A Complex Wavelet Approach. - Brigitte Forster; Dimitri Van De Ville; Jesse Berent; Daniel Sage; Michael Unser (ISBI, 2004)

Neurite Tracing in Fluorescence Microscopy Images using Ridge Filtering and Graph Searching: Principles and Validation. - Erik Meijering; Mathews Jacob; J.-C. Floyd Sarria; Pascal Steiner; Harald Hirling; Michael Unser (ISBI, 2004)

On the Feasibility of Axial Tracking of Fluorescent Nano-Particles Using a Defocusing Model. - Nadja Subotic; Dimitri Van De Ville; Michael Unser (ISBI, 2004)

Bimodal Myocardial Motion Analysis from B-mode and Tissue Doppler Ultrasound. - Michael Sühling; Muthuvel Arigovindan; Michael Unser; Christian P. Jansen; Patrick R. Hunziker (ISBI, 2004)

Wavelet-Based fMRI Statistical Analysis and Spatial Interpretation: A Unifying Approach. - Dimitri Van De Ville; Thierry Blu; Michael Unser (ISBI, 2004)

Myocardial Motion and Strain Rate Analysis from Ultrasound Sequences. - Michael Sühling; Muthuvel Arigovindan; Christian P. Jansen; Patrick R. Hunziker; Michael Unser (IWCM, 2004)

Integrated wavelet processing and spatial statistical testing of fMRI data. - Dimitri Van De Ville; Thierry Blu; Michael Unser (NeuroImage, 2004)

Design of Steerable Filters for Feature Detection Using Canny-Like Criteria. - Mathews Jacob; Michael Unser (IEEE Trans. Pattern Anal. Mach. Intell., 2004)

Linear interpolation revitalized. - Thierry Blu; Philippe Thévenaz; Michael Unser (IEEE Trans. Image Process., 2004)

Efficient energies and algorithms for parametric snakes. - Mathews Jacob; Thierry Blu; Michael Unser (IEEE Trans. Image Process., 2004)

Multiresolution moment filters: theory and applications. - Michael Sühling; Muthuvel Arigovindan; Patrick R. Hunziker; Michael Unser (IEEE Trans. Image Process., 2004)

Hex-splines: a novel spline family for hexagonal lattices. - Dimitri Van De Ville; Thierry Blu; Michael Unser; Wilfried Philips; Ignace Lemahieu; Rik Van de Walle (IEEE Trans. Image Process., 2004)

Exponential-spline wavelet bases. - Ildar Khalidov; Michael Unser (ICASSP (4), 2005)

Generalized Daubechies wavelets. - Cédric Vonesch; Thierry Blu; Michael Unser (ICASSP (4), 2005)

Three-dimensional feature detection using optimal steerable filters. - François Aguet; Mathews Jacob; Michael Unser (ICIP (2), 2005)

Beyond interpolation: optimal reconstruction by quasi-interpolation. - Laurent Condat; Thierry Blu; Michael Unser (ICIP (1), 2005)

Sampling in practice: is the best reconstruction space bandlimited? - Sathish Ramani; Dimitri Van De Ville; Michael Unser (ICIP (2), 2005)

On the multidimensional extension of the quincunx subsampling matrix. - Dimitri Van De Ville; Thierry Blu; Michael Unser (IEEE Signal Process. Lett., 2005)

Elastic registration of biological images using vector-spline regularization. - Carlos Oscar Sánchez Sorzano; Philippe Thévenaz; Michael Unser (IEEE Trans. Biomed. Eng., 2005)

Variational image reconstruction from arbitrarily spaced samples: a fast multiresolution spline solution. - Muthuvel Arigovindan; Michael Sühling; Patrick R. Hunziker; Michael Unser (IEEE Trans. Image Process., 2005)

An orthogonal family of quincunx wavelets with continuously adjustable order. - Manuela Feilner; Dimitri Van De Ville; Michael Unser (IEEE Trans. Image Process., 2005)

Robust real-time segmentation of images and videos using a smooth-spline snake-based algorithm. - Frédéric Precioso; Michel Barlaud; Thierry Blu; Michael Unser (IEEE Trans. Image Process., 2005)

Automatic Tracking of Individual Fluorescence Particles: Application to the Study of Chromosome Dynamics. - Daniel Sage; Franck R. Neumann; Florence Hediger; Susan M. Gasser; Michael Unser (IEEE Trans. Image Process., 2005)

Myocardial motion analysis from B-mode echocardiograms. - Michael Sühling; Muthuvel Arigovindan; Christian P. Jansen; Patrick R. Hunziker; Michael Unser (IEEE Trans. Image Process., 2005)

Isotropic polyharmonic B-splines: scaling functions and wavelets. - Dimitri Van De Ville; Thierry Blu; Michael Unser (IEEE Trans. Image Process., 2005)

Spatio-temporal nonrigid registration for ultrasound cardiac motion estimation. - María J. Ledesma-Carbayo; Jan Kybic; Manuel Desco; Andrés Santos; Michael Sühling; Patrick R. Hunziker; Michael Unser (IEEE Trans. Medical Imaging, 2005)

Cardinal exponential splines: part II - think analog, act digital. - Michael Unser (IEEE Trans. Signal Process., 2005)

Cardinal exponential splines: part I - theory and filtering algorithms. - Michael Unser; Thierry Blu (IEEE Trans. Signal Process., 2005)

Generalized smoothing splines and the optimal discretization of the Wiener filter. - Michael Unser; Thierry Blu (IEEE Trans. Signal Process., 2005)

Locally adaptive smoothing method based on B-splines. - G. Vidal-Cassanya; Arrate Muñoz-Barrutia; Michael Unser (CompIMAGE, 2006)

Optimal Interpolation of Fractional Brownian Motion Given Its Noisy Samples. - Thierry Blu; Michael Unser (ICASSP (3), 2006)

Non-Ideal Sampling and Adapted Reconstruction Using the Stochastic Matern Model. - Sathish Ramani; Dimitri Van De Ville; Michael Unser (ICASSP (2), 2006)

Wavelet-Based Detection of Stimulus Responses in Time-Lapse Microscopy. - Dimitri Van De Ville; Brice Bathellier; Riccardo Accolla; Alan Carleton; Thierry Blu; Michael Unser (ICASSP (5), 2006)

WSPM or How to Obtain Statistical Parametric Maps using Shift-Invariant Wavelet Processing. - Dimitri Van De Ville; Thierry Blu; Michael Unser (ICASSP (5), 2006)

Efficient Reconstruction of Hexagonally Sampled Data using Three-Directional Box-Splines. - Laurent Condat; Dimitri Van De Ville; Michael Unser (ICIP, 2006)

Sure-Based Wavelet Thresholding Integrating Inter-Scale Dependencies. - Florian Luisier; Thierry Blu; Michael Unser (ICIP, 2006)

The Snakuscule. - Philippe Thévenaz; Michael Unser (ICIP, 2006)

Joint texture and topography estimation for extended depth of field in brightfield microscopy. - François Aguet; Dimitri Van De Ville; Michael Unser (ISBI, 2006)

Full flow/motion-field recovery from pulsed-wave ultrasound Doppler data. - Muthuvel Arigovindan; Michael Sühling; Christian P. Jansen; Patrick R. Hunziker; Michael Unser (ISBI, 2006)

Improved MRSI with field inhomogeneity compensation. - Ildar Khalidov; Dimitri Van De Ville; Mathews Jacob; François Lazeyras; Michael Unser (Image Processing, 2006)

A strategy based on maximum spanning trees to stitch together microscope images. - Philippe Thévenaz; David Lambiel; Michael A. Unser (Image Processing, 2006)

Point Similarity Measures Based on MRF Modeling of Difference Images for Spline-Based 2D-3D Rigid Registration of X-Ray Fluoroscopy to CT Images. - Guoyan Zheng; Xuan Zhang; Slavica Jonic; Philippe Thévenaz; Michael Unser; Lutz-Peter Nolte (WBIR, 2006)

An Optimized Spline-Based Registration of a 3D CT to a Set of C-Arm Images. - Slavica Jonic; Philippe Thévenaz; Guoyan Zheng; Lutz-Peter Nolte; Michael Unser (Int. J. Biomed. Imaging, 2006)

Matérn B-splines and the optimal reconstruction of signals. - Sathish Ramani; Michael Unser (IEEE Signal Process. Lett., 2006)

The colored revolution of bioimaging. - Cédric Vonesch; François Aguet; Jean-Luc Vonesch; Michael Unser (IEEE Signal Process. Mag., 2006)

3-D shape estimation of DNA molecules from stereo cryo-electron micro-graphs using a projection-steerable snake. - Mathews Jacob; Thierry Blu; C. Vaillant; J. H. Maddocks; Michael Unser (IEEE Trans. Image Process., 2006)

Polyharmonic smoothing splines and the multidimensional Wiener filtering of fractal-like signals. - Shai Tirosh; Dimitri Van De Ville; Michael Unser (IEEE Trans. Image Process., 2006)

Nonideal sampling and interpolation from noisy observations in shift-invariant spaces. - Yonina C. Eldar; Michael Unser (IEEE Trans. Signal Process., 2006)

From differential equations to the construction of new wavelet-like bases. - Ildar Khalidov; Michael Unser (IEEE Trans. Signal Process., 2006)

A New Technique for High-Resolution Frequency Domain Optical Coherence Tomography. - S. Chandra Sekhar; Himanshu Nazkani; Thierry Blu; Michael Unser (ICASSP (1), 2007)

Sub-Resolution Maximum-Likelihood Based Localization of Fluorescent Nanoparticles in Three Dimensions. - François Aguet; Dimitri Van De Ville; Michael Unser (ISBI, 2007)

Regularized Interpolation for Noisy Data. - Sathish Ramani; Philippe Thévenaz; Michael Unser (ISBI, 2007)

Non-Iterative Exact Signal Recovery in Frequency Domain Optical Coherence Tomography. - S. Chandra Sekhar; Rainer A. Leitgeb; Martin L. Villiger; Adrian H. Bachmann; Thierry Blu; Michael Unser (ISBI, 2007)

Wavelet-Based Statistical Analysis for Optical Imaging in Mouse Olfactory Bulb. - Dimitri Van De Ville; Brice Bathellier; Alan Carleton; Thierry Blu; Michael Unser (ISBI, 2007)

Fast Wavelet-Regularized Image Deconvolution. - Cédric Vonesch; Michael Unser (ISBI, 2007)

Wavelet-based multi-resolution statistics for optical imaging signals: Application to automated detection of odour activated glomeruli in the mouse olfactory bulb. - Brice Bathellier; Dimitri Van De Ville; Thierry Blu; Michael Unser; Alan Carleton (NeuroImage, 2007)

WSPM: Wavelet-based statistical parametric mapping. - Dimitri Van De Ville; Mohamed L. Seghier; François Lazeyras; Thierry Blu; Michael Unser (NeuroImage, 2007)

A New SURE Approach to Image Denoising: Interscale Orthonormal Wavelet Thresholding. - Florian Luisier; Thierry Blu; Michael Unser (IEEE Trans. Image Process., 2007)

Full Motion and Flow Field Recovery From Echo Doppler Data. - Muthuvel Arigovindan; Michael Sühling; Christian P. Jansen; Patrick R. Hunziker; Michael Unser (IEEE Trans. Medical Imaging, 2007)

BSLIM: Spectral Localization by Imaging With Explicit B0 Field Inhomogeneity Compensation. - Ildar Khalidov; Dimitri Van De Ville; Mathews Jacob; François Lazeyras; Michael Unser (IEEE Trans. Medical Imaging, 2007)

Self-Similarity: Part II-Optimal Estimation of Fractal Processes. - Thierry Blu; Michael Unser (IEEE Trans. Signal Process., 2007)

Consistent Sampling and Signal Recovery. - Akira Hirabayashi; Michael Unser (IEEE Trans. Signal Process., 2007)

Self-Similarity: Part I-Splines and Operators. - Michael Unser; Thierry Blu (IEEE Trans. Signal Process., 2007)

Generalized Daubechies Wavelet Families. - Cédric Vonesch; Thierry Blu; Michael Unser (IEEE Trans. Signal Process., 2007)

Parametric B-spline snakes on distance maps - Application to segmentation of histology images. - S. Chandra Sekhar; François Aguet; Sebastien Romain; Philippe Thévenaz; Michael Unser (EUSIPCO, 2008)

The monogenic Riesz-Laplace wavelet transform. - Michael Unser; Katarina Balac; Dimitri Van De Ville (EUSIPCO, 2008)

The Marr wavelet pyramid and multiscale directional image analysis. - Dimitri Van De Ville; Daniel Sage; Katarina Balac; Michael Unser (EUSIPCO, 2008)

Construction of Hilbert transform pairs of wavelet bases and optimal time-frequency localization. - Kunal Narayan Chaudhury; Michael Unser (ICASSP, 2008)

Blind optimization of algorithm parameters for signal denoising by Monte-Carlo SURE. - Sathish Ramani; Thierry Blu; Michael Unser (ICASSP, 2008)

Performance analysis of the cepstral technique for frequency-domain optical-coherence tomography. - S. Chandra Sekhar; Michael Unser (ICASSP, 2008)

Consistent and regularized magnification of images. - Aurélien Bourquard; Philippe Thévenaz; Katarina Balac; Michael Unser (ICIP, 2008)

Fast adaptive elliptical filtering using box splines. - Kunal Narayan Chaudhury; Arrate Muñoz-Barrutia; Michael Unser (ICIP, 2008)

The Marr wavelet pyramid. - Dimitri Van De Ville; Michael Unser (ICIP, 2008)

Recursive risk estimation for non-linear image deconvolution with a wavelet-domain sparsity constraint. - Cédric Vonesch; Sathish Ramani; Michael Unser (ICIP, 2008)

An accurate PSF model with few parameters for axially shift-variant deconvolution. - François Aguet; Dimitri Van De Ville; Michael Unser (ISBI, 2008)

A spline-based forward model for Optical Diffuse Tomography. - Jean-Charles Baritaux; S. Chandra Sekhar; Michael Unser (ISBI, 2008)

Variational B-spline level-set method for fast image segmentation. - Olivier Bernard 001; Denis Friboulet; Philippe Thévenaz; Michael Unser (ISBI, 2008)

Multiframe sure-let denoising of timelapse fluorescence microscopy images. - Saskia Delpretti; Florian Luisier; Sathish Ramani; Thierry Blu; Michael Unser (ISBI, 2008)

Deconvolution of 3D fluorescence micrographs with automatic risk minimization. - Sathish Ramani; Cédric Vonesch; Michael Unser (ISBI, 2008)

Theoretical analysis of complex-conjugate-ambiguity suppression in frequency-domain optical-coherence tomography. - S. Chandra Sekhar; Roland Michaely; Rainer A. Leitgeb; Michael Unser (ISBI, 2008)

Innovation modelling and wavelet analysis of fractal processes in bio-imaging. - Pouya Dehghani Tafti; Dimitri Van De Ville; Michael Unser (ISBI, 2008)

A fast thresholded Landweber algorithm for general wavelet bases: Application to 3D deconvolution microscopy. - Cédric Vonesch; Michael Unser (ISBI, 2008)

Short basis functions for constant-variance interpolation. - Philippe Thévenaz; Thierry Blu; Michael Unser (Image Processing, 2008)

False Discovery Rate for Wavelet-Based Statistical Parametric Mapping. - Dimitri Van De Ville; Michael Unser (IEEE J. Sel. Top. Signal Process., 2008)

Fast Computation of Polyharmonic B-Spline Autocorrelation Filters. - Yann Barbotin; Dimitri Van De Ville; Thierry Blu; Michael Unser (IEEE Signal Process. Lett., 2008)

A Generalized Sampling Method for Finite-Rate-of-Innovation-Signal Reconstruction. - Chandra Sekhar Seelamantula; Michael Unser (IEEE Signal Process. Lett., 2008)

Model-Based 2.5-D Deconvolution for Extended Depth of Field in Brightfield Microscopy. - François Aguet; Dimitri Van De Ville; Michael Unser (IEEE Trans. Image Process., 2008)

Monte-Carlo Sure: A Black-Box Optimization of Regularization Parameters for General Denoising Algorithms. - Sathish Ramani; Thierry Blu; Michael Unser (IEEE Trans. Image Process., 2008)

Snakuscules. - Philippe Thévenaz; Michael Unser (IEEE Trans. Image Process., 2008)

The Pairing of a Wavelet Basis With a Mildly Redundant Analysis via Subband Regression. - Michael Unser; Dimitri Van De Ville (IEEE Trans. Image Process., 2008)

Complex Wavelet Bases, Steerability, and the Marr-Like Pyramid. - Dimitri Van De Ville; Michael Unser (IEEE Trans. Image Process., 2008)

A Fast Thresholded Landweber Algorithm for Wavelet-Regularized Multidimensional Deconvolution. - Cédric Vonesch; Michael Unser (IEEE Trans. Image Process., 2008)

Dynamic PET Reconstruction Using Wavelet Regularization With Adapted Basis Functions. - Jeroen Verhaeghe; Dimitri Van De Ville; Ildar Khalidov; Yves D'Asseler; Ignace Lemahieu; Michael Unser (IEEE Trans. Medical Imaging, 2008)

Nonideal Sampling and Regularization Theory. - Sathish Ramani; Dimitri Van De Ville; Thierry Blu; Michael Unser (IEEE Trans. Signal Process., 2008)

The fractional Hilbert transform and dual-tree Gabor-like wavelet analysis. - Kunal Narayan Chaudhury; Michael Unser (ICASSP, 2009)

Fractional Laplacian pyramids. - Ricard Delgado-Gonzalo; Pouya Dehghani Tafti; Michael Unser (ICIP, 2009)

Higher-order riesz transforms and steerablewavelet frames. - Michael Unser; Dimitri Van De Ville (ICIP, 2009)

Steerable Filters for Orientation Estimation and Localization of Fluorescent Dipoles. - François Aguet; Stefan Geissbühler; Iwan Märki; Theo Lasser; Michael Unser (ISBI, 2009)

Integrated Modeling and Reconstruction with Sparsity Constraints for FDOT. - Jean-Charles Baritaux; Matthieu Guerquin-Kern; Michael Unser (ISBI, 2009)

Time Resolved Fluorescence Diffuse Optical Tomography Using Multi-Resolution Exponential B-Splines. - Nicolas Ducros; Anabela da Silva; Jean-Marc Dinten; Chandra Sekhar Seelamantula; Michael Unser; Françoise Peyrin (ISBI, 2009)

Wavelet-Regularized Reconstruction for Rapid MRI. - Matthieu Guerquin-Kern; Dimitri Van De Ville; Cédric Vonesch; Jean-Charles Baritaux; Klaas Paul Pruessmann; Michael Unser (ISBI, 2009)

Fast Haar-Wavelet Denoising of Multidimensional Fluorescence Microscopy Data. - Florian Luisier; Cédric Vonesch; Thierry Blu; Michael Unser (ISBI, 2009)

Zero-Order-Free Image Reconstruction in Digital Holographic Microscopy. - Chandra Sekhar Seelamantula; Nicolas Pavillon; Christian D. Depeursinge; Michael Unser (ISBI, 2009)

Steerable Features for Statistical 3D Dendrite Detection. - Germán González; François Aguet; François Fleuret; Michael Unser; Pascal Fua (MICCAI (1), 2009)

Gabor wavelet analysis and the fractional Hilbert transform - Kunal Narayan Chaudhury; Michael Unser (CoRR, 2009)

Laser Doppler imaging for intraoperative human brain mapping. - 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; et al. (NeuroImage, 2009)

Variational B-Spline Level-Set: A Linear Filtering Approach for Fast Deformable Model Evolution. - Olivier Bernard 001; Denis Friboulet; Philippe Thévenaz; Michael Unser (IEEE Trans. Image Process., 2009)

Invariances, Laplacian-Like Wavelet Bases, and the Whitening of Fractal Processes. - Pouya Dehghani Tafti; Dimitri Van De Ville; Michael Unser (IEEE Trans. Image Process., 2009)

Multiresolution Monogenic Signal Analysis Using the Riesz-Laplace Wavelet Transform. - Michael Unser; Daniel Sage; Dimitri Van De Ville (IEEE Trans. Image Process., 2009)

A Fast Multilevel Algorithm for Wavelet-Regularized Image Restoration. - Cédric Vonesch; Michael Unser (IEEE Trans. Image Process., 2009)

Construction of Hilbert transform pairs of wavelet bases and Gabor-like transforms. - Kunal Narayan Chaudhury; Michael Unser (IEEE Trans. Signal Process., 2009)

A stochastic minimum-norm approach to image and texture interpolation. - Hagai Kirshner; Moshe Porat; Michael Unser (EUSIPCO, 2010)

Continuous-time AR model identification: Does sampling rate really matter? - Simona Maggio; Hagai Kirshner; Michael Unser (EUSIPCO, 2010)

Accelerated wavelet-regularized deconvolution for 3-D fluorescence microcopy. - Ilker Bayram; Matthieu Guerquin-Kern; Raquel Terres-Cristofani; Michael Unser (ICIP, 2010)

Undecimated haar thresholding for poisson intensity estimation. - Florian Luisier; Thierry Blu; Michael Unser (ICIP, 2010)

A priori guided reconstruction for FDOT using mixed norms. - Jean-Charles Baritaux; Michael Unser (ISBI, 2010)

Fast detection of cells using a continuously scalable Mexican-hat-like template. - Kunal Narayan Chaudhury; Zsuzsanna Püspöki; Arrate Muñoz-Barrutia; Daniel Sage; Michael Unser (ISBI, 2010)

Multi-target tracking of packed yeast cells. - Ricard Delgado-Gonzalo; Nicolas Dénervaud; Sebastian Maerkl; Michael Unser (ISBI, 2010)

A box spline calculus for computed tomography. - Alireza Entezari; Michael Unser (ISBI, 2010)

Analytical form of Shepp-Logan phantom for parallel MRI. - Matthieu Guerquin-Kern; Fikret Isik Karahanoglu; Dimitri Van De Ville; Klaas Paul Pruessmann; Michael Unser (ISBI, 2010)

Fractal modelling and analysis of flow-field images. - Pouya Dehghani Tafti; Ricard Delgado-Gonzalo; Aurélien F. Stalder; Michael Unser (ISBI, 2010)

Fractional Brownian models for vector field data. - Pouya Dehghani Tafti; Michael Unser (ISIT, 2010)

Fractional Brownian Vector Fields. - Pouya Dehghani Tafti; Michael Unser (Multiscale Model. Simul., 2010)

Fast interscale wavelet denoising of Poisson-corrupted images. - Florian Luisier; Cédric Vonesch; Thierry Blu; Michael Unser (Signal Process., 2010)

SURE-LET for Orthonormal Wavelet-Domain Video Denoising. - Florian Luisier; Thierry Blu; Michael Unser (IEEE Trans. Circuits Syst. Video Technol., 2010)

Fast Space-Variant Elliptical Filtering Using Box Splines. - Kunal Narayan Chaudhury; Arrate Muñoz-Barrutia; Michael Unser (IEEE Trans. Image Process., 2010)

Wavelet Steerability and the Higher-Order Riesz Transform. - Michael Unser; Dimitri Van De Ville (IEEE Trans. Image Process., 2010)

An Efficient Numerical Method for General Lp Regularization in Fluorescence Molecular Tomography. - Jean-Charles Baritaux; Kai Hassler; Michael Unser (IEEE Trans. Medical Imaging, 2010)

Regularized Interpolation for Noisy Images. - Sathish Ramani; Philippe Thévenaz; Michael Unser (IEEE Trans. Medical Imaging, 2010)

On the shiftability of dual-tree complex wavelet transforms. - Kunal Narayan Chaudhury; Michael Unser (IEEE Trans. Signal Process., 2010)

Performance analysis of reconstruction techniques for frequency-domain optical-coherence tomography. - Chandra Sekhar Seelamantula; Michael Unser (IEEE Trans. Signal Process., 2010)

Analytical Footprints: Compact Representation of Elementary Singularities in Wavelet Bases. - Dimitri Van De Ville; Brigitte Forster-Heinlein; Michael Unser; Thierry Blu (IEEE Trans. Signal Process., 2010)

Efficient image reconstruction under sparsity constraints with application to MRI and bioluminescence tomography. - Matthieu Guerquin-Kern; Jean-Charles Baritaux; Michael Unser (ICASSP, 2011)

Resolution-invariant separable ARMA modeling of images. - Aurélien Bourquard; Hagai Kirshner; Michael Unser (ICIP, 2011)

A second-order extension of TV regularization for image deblurring. - Zafer Dogan; Stamatios Lefkimmiatis; Aurélien Bourquard; Michael Unser (ICIP, 2011)

A primal-dual reconstruction algorithm for fluorescence and bioluminescence tomography. - Jean-Charles Baritaux; Michael Unser (ISBI, 2011)

3D steerable wavelets and monogenic analysis for bioimaging. - Nicolas Chenouard; Michael Unser (ISBI, 2011)

A new hybrid Bayesian-variational particle filter with application to mitotic cell tracking. - Ricard Delgado-Gonzalo; Nicolas Chenouard; Michael Unser (ISBI, 2011)

Continuous-domain ARMA modeling for ultrasound tissue characterization. - Simona Maggio; Martino Alessandrini; Nicolò Speciale; Olivier Bernard 001; Didier Vray; Olivier Basset; Michael Unser (ISBI, 2011)

Variational enhancement and denoising of flow field images. - Pouya Dehghani Tafti; Ricard Delgado-Gonzalo; Aurélien F. Stalder; Michael Unser (ISBI, 2011)

A unified formulation of Gaussian vs. sparse stochastic processes - Part I: Continuous-domain theory - Michael Unser; Pouya Dehghani Tafti; Qiyu Sun (CoRR, 2011)

A unified formulation of Gaussian vs. sparse stochastic processes - Part II: Discrete-domain theory - Michael Unser; Pouya Dehghani Tafti; Arash Amini; Hagai Kirshner (CoRR, 2011)

The Ovuscule. - Philippe Thévenaz; Ricard Delgado-Gonzalo; Michael Unser (IEEE Trans. Pattern Anal. Mach. Intell., 2011)

Activelets: Wavelets for sparse representation of hemodynamic responses. - Ildar Khalidov; Jalal Fadili; François Lazeyras; Dimitri Van De Ville; Michael Unser (Signal Process., 2011)

Trends in Bioimaging and Signal Processing [In the Spotlight]. - Jean-Christophe Olivo-Marin; Michael Unser; Laure Blanc-Féraud; Andrew Laine; Boudewijn P. F. Lelieveldt (IEEE Signal Process. Mag., 2011)

Fast O(1) Bilateral Filtering Using Trigonometric Range Kernels. - Kunal Narayan Chaudhury; Daniel Sage; Michael Unser (IEEE Trans. Image Process., 2011)

Image Denoising in Mixed Poisson-Gaussian Noise. - Florian Luisier; Thierry Blu; Michael Unser (IEEE Trans. Image Process., 2011)

On Regularized Reconstruction of Vector Fields. - Pouya Dehghani Tafti; Michael Unser (IEEE Trans. Image Process., 2011)

Steerable Pyramids and Tight Wavelet Frames in L2(BBRd). - Michael Unser; Nicolas Chenouard; Dimitri Van De Ville (IEEE Trans. Image Process., 2011)

Sparsity-Driven Reconstruction for FDOT With Anatomical Priors. - Jean-Charles Baritaux; Kai Hassler; Martina Bucher; Sebanti Sanyal; Michael Unser (IEEE Trans. Medical Imaging, 2011)

A Fast Wavelet-Based Reconstruction Method for Magnetic Resonance Imaging. - Matthieu Guerquin-Kern; Max Häberlin; Klaas Paul Pruessmann; Michael Unser (IEEE Trans. Medical Imaging, 2011)

Reconstruction of Large, Irregularly Sampled Multidimensional Images. A Tensor-Based Approach. - Oleksii Vyacheslav Morozov; Michael Unser; Patrick R. Hunziker (IEEE Trans. Medical Imaging, 2011)

Compressibility of Deterministic and Random Infinite Sequences. - Arash Amini; Michael Unser; Farrokh Marvasti (IEEE Trans. Signal Process., 2011)

On the Hilbert Transform of Wavelets. - Kunal Narayan Chaudhury; Michael Unser (IEEE Trans. Signal Process., 2011)

A Sampling Theory Approach for Continuous ARMA Identification. - Hagai Kirshner; Simona Maggio; Michael Unser (IEEE Trans. Signal Process., 2011)

Stochastic Models for Sparse and Piecewise-Smooth Signals. - Michael Unser; Pouya Dehghani Tafti (IEEE Trans. Signal Process., 2011)

Bayesian denoising of generalized poisson processes with finite rate of innovation. - Arash Amini; Ulugbek Kamilov; Michael Unser (ICASSP, 2012)

MMSE denoising of sparse Lévy processes via message passing. - Ulugbek Kamilov; Arash Amini; Michael Unser (ICASSP, 2012)

Generalized total variation denoising via augmented Lagrangian cycle spinning with Haar wavelets. - Ulugbek Kamilov; Emrah Bostan; Michael Unser (ICASSP, 2012)

A projected gradient algorithm for image restoration under Hessian matrix-norm regularization. - Stamatios Lefkimmiatis; Michael Unser (ICIP, 2012)

Reconstruction of biomedical images and sparse stochastic modeling. - Emrah Bostan; Ulugbek Kamilov; Michael Unser (ISBI, 2012)

A dual algorithm for L1-regularized reconstruction of vector fields. - Emrah Bostan; Pouya Dehghani Tafti; Michael Unser (ISBI, 2012)

Fast parametric snakes for 3D microscopy. - Ricard Delgado-Gonzalo; Nicolas Chenouard; Michael Unser (ISBI, 2012)

A PSF-based approach to Biplane calibration in 3D super-resolution microscopy. - Hagai Kirshner; Thomas Pengo; Nicolas Olivier; Daniel Sage; Suliana Manley; Michael Unser (ISBI, 2012)

Hessian-based regularization for 3-D microscopy image restoration. - Stamatios Lefkimmiatis; Aurélien Bourquard; Michael Unser (ISBI, 2012)

Image segmentation with background correction using a multiplicative smoothing-spline model. - Ramtin Madani; Aurélien Bourquard; Michael Unser (ISBI, 2012)

Differential phase-contrast X-ray computed tomography: From model discretization to image reconstruction. - Masih Nilchian; Michael Unser (ISBI, 2012)

The analog formulation of sparsity implies infinite divisibility and rules out Bernoulli-Gaussian priors. - Arash Amini; Ulugbek Kamilov; Michael Unser (ITW, 2012)

Left-inverses of fractional Laplacian and sparse stochastic processes. - Qiyu Sun; Michael Unser (Adv. Comput. Math., 2012)

Exponential splines and minimal-support bases for curve representation. - Ricard Delgado-Gonzalo; Philippe Thévenaz; Michael Unser (Comput. Aided Geom. Des., 2012)

A Hessian Schatten-Norm Regularization Approach For Solving Linear Inverse Problems - Stamatios Lefkimmiatis; John Paul Ward; Michael Unser (CoRR, 2012)

One-Bit Measurements With Adaptive Thresholds. - Ulugbek Kamilov; Aurélien Bourquard; Arash Amini; Michael Unser (IEEE Signal Process. Lett., 2012)

Wavelet Shrinkage With Consistent Cycle Spinning Generalizes Total Variation Denoising. - Ulugbek Kamilov; Emrah Bostan; Michael Unser (IEEE Signal Process. Lett., 2012)

Is Uniqueness Lost for Under-Sampled Continuous-Time Auto-Regressive Processes? - John Paul Ward; Hagai Kirshner; Michael Unser (IEEE Signal Process. Lett., 2012)

3D Steerable Wavelets in Practice. - Nicolas Chenouard; Michael Unser (IEEE Trans. Image Process., 2012)

Snakes With an Ellipse-Reproducing Property. - Ricard Delgado-Gonzalo; Philippe Thévenaz; Chandra Sekhar Seelamantula; Michael Unser (IEEE Trans. Image Process., 2012)

Hessian-Based Norm Regularization for Image Restoration With Biomedical Applications. - Stamatios Lefkimmiatis; Aurélien Bourquard; Michael Unser (IEEE Trans. Image Process., 2012)

Bi-Exponential Edge-Preserving Smoother. - Philippe Thévenaz; Daniel Sage; Michael Unser (IEEE Trans. Image Process., 2012)

A Box Spline Calculus for the Discretization of Computed Tomography Reconstruction Problems. - Alireza Entezari; Masih Nilchian; Michael Unser (IEEE Trans. Medical Imaging, 2012)

Realistic Analytical Phantoms for Parallel Magnetic Resonance Imaging. - Matthieu Guerquin-Kern; Laurent Lejeune; Klaas Paul Pruessmann; Michael Unser (IEEE Trans. Medical Imaging, 2012)

Benchmarking image-processing algorithms for biomicroscopy: Reference datasets and perspectives. - Daniel Sage; Hagai Kirshner; Cédric Vonesch; Stamatios Lefkimmiatis; Michael Unser (EUSIPCO, 2013)

Advanced image processing for biology, and the Open Bio Image Alliance (OBIA). - Michael Unser; Daniel Sage; Ricard Delgado-Gonzalo (EUSIPCO, 2013)

Autocalibrated signal reconstruction from linear measurements using adaptive GAMP. - Ulugbek Kamilov; Aurélien Bourquard; Emrah Bostan; Michael Unser (ICASSP, 2013)

On the optimality of operator-like wavelets for sparse AR(1) processes. - Pedram Pad; Michael Unser (ICASSP, 2013)

Benefits of consistency in image denoising with steerable wavelets. - Bugra Tekin; Ulugbek Kamilov; Emrah Bostan; Michael Unser (ICASSP, 2013)

A shape-template based two-stage corpus callosum segmentation technique for sagittal plane T1-weighted brain magnetic resonance images. - Jayanth Krishna Mogali; Naren Nallapareddy; Chandra Sekhar Seelamantula; Michael Unser (ICIP, 2013)

Spatio-temporal regularization of flow-fields. - Emrah Bostan; Orestis Vardoulis; Davide Piccini; Pouya Dehghani Tafti; Nikos Stergiopulos; Michael Unser (ISBI, 2013)

Linear interpolation of biomedical images using a data-adaptive kernel. - Hagai Kirshner; Aurélien Bourquard; John Paul Ward; Michael Unser (ISBI, 2013)

Can localization microscopy benefit from approximation theory? - Hagai Kirshner; Cédric Vonesch; Michael Unser (ISBI, 2013)

3D Poisson microscopy deconvolution with Hessian Schatten-norm regularization. - Stamatios Lefkimmiatis; Michael Unser (ISBI, 2013)

Continuous localization using sparsity constraints for high-density super-resolution microscopy. - Junhong Min; Cédric Vonesch; Nicolas Olivier; Hagai Kirshner; Suliana Manley; Jong Chul Ye; Michael Unser (ISBI, 2013)

Iterative FBP for improved reconstruction of X-ray differential phase-contrast tomograms. - Masih Nilchian; Cédric Vonesch; Peter Modregger; Marco Stampanoni; Michael Unser (ISBI, 2013)

Detection of symmetric junctions in biological images using 2-D steerable wavelet transforms. - Zsuzsanna Püspöki; Cédric Vonesch; Michael Unser (ISBI, 2013)

Variational decomposition of vector fields in the presence of noise. - Pouya Dehghani Tafti; Emrah Bostan; Michael Unser (ISBI, 2013)

Design of steerable filters for the detection of micro-particles. - Cédric Vonesch; Frédéric Stauber; Michael Unser (ISBI, 2013)

Convex Generalizations of Total Variation Based on the Structure Tensor with Applications to Inverse Problems. - Stamatios Lefkimmiatis; Anastasios Roussos; Michael Unser; Petros Maragos (SSVM, 2013)

A Unifying Parametric Framework for 2D Steerable Wavelet Transforms. - Michael Unser; Nicolas Chenouard (SIAM J. Imaging Sci., 2013)

Decay Properties of Riesz Transforms and Steerable Wavelets. - John Paul Ward; Kunal Narayan Chaudhury; Michael Unser (SIAM J. Imaging Sci., 2013)

Bayesian Denoising: From MAP to MMSE Using Consistent Cycle Spinning. - Abbas Kazerouni; Ulugbek Kamilov; Emrah Bostan; Michael Unser (IEEE Signal Process. Lett., 2013)

Sparse Stochastic Processes and Discretization of Linear Inverse Problems. - Emrah Bostan; Ulugbek Kamilov; Masih Nilchian; Michael Unser (IEEE Trans. Image Process., 2013)

Anisotropic Interpolation of Sparse Generalized Image Samples. - Aurélien Bourquard; Michael Unser (IEEE Trans. Image Process., 2013)

Binary Compressed Imaging. - Aurélien Bourquard; Michael Unser (IEEE Trans. Image Process., 2013)

Spline-Based Deforming Ellipsoids for Interactive 3D Bioimage Segmentation. - Ricard Delgado-Gonzalo; Nicolas Chenouard; Michael Unser (IEEE Trans. Image Process., 2013)

Poisson Image Reconstruction With Hessian Schatten-Norm Regularization. - Stamatios Lefkimmiatis; Michael Unser (IEEE Trans. Image Process., 2013)

Hessian Schatten-Norm Regularization for Linear Inverse Problems. - Stamatios Lefkimmiatis; John Paul Ward; Michael Unser (IEEE Trans. Image Process., 2013)

On the Linearity of Bayesian Interpolators for Non-Gaussian Continuous-Time AR(1) Processes. - Arash Amini; Philippe Thévenaz; John Paul Ward; Michael Unser (IEEE Trans. Inf. Theory, 2013)

Bayesian Estimation for Continuous-Time Sparse Stochastic Processes. - Arash Amini; Ulugbek Kamilov; Emrah Bostan; Michael Unser (IEEE Trans. Signal Process., 2013)

MMSE Estimation of Sparse Lévy Processes. - Ulugbek Kamilov; Pedram Pad; Arash Amini; Michael Unser (IEEE Trans. Signal Process., 2013)

Exponential Hermite splines for the analysis of biomedical images. - Virginie Uhlmann; Ricard Delgado-Gonzalo; Costanza Conti; Lucia Romani; Michael Unser (ICASSP, 2014)

Phase retrieval by using transport-of-intensity equation and differential interference contrast microscopy. - Emrah Bostan; Emmanuel Froustey; Benjamin Rappaz; Etienne Shaffer; Daniel Sage; Michael Unser (ICIP, 2014)

Statistics of wavelet coefficients for sparse self-similar images. - Julien Fageot; Emrah Bostan; Michael Unser (ICIP, 2014)

High-performance 3D deconvolution of fluorescence micrographs. - Sander Kromwijk; Stamatios Lefkimmiatis; Michael Unser (ICIP, 2014)

VOW: Variance-optimal wavelets for the steerable pyramid. - Pedram Pad; Virginie Uhlmann; Michael Unser (ICIP, 2014)

Unsupervised texture segmentation using monogenic curvelets and the Potts model. - Martin Storath; Andreas Weinmann; Michael Unser (ICIP, 2014)

Wavelet-based identification and classification of local symmetries in microscopy images. - Zsuzsanna Püspöki; Michael Unser (ISBI, 2014)

Atlas-free brain segmentation in 3D proton-density-like MRI images. - Daniel Schmitter; Ricard Delgado-Gonzalo; Gunnar Krueger; Michael Unser (ISBI, 2014)

Snakes with tangent-based control and energies for bioimage analysis. - Virginie Uhlmann; Ricard Delgado-Gonzalo; Michael Unser (ISBI, 2014)

Approximation Properties of Sobolev Splines and the Construction of Compactly Supported Equivalents. - John Paul Ward; Michael Unser (SIAM J. Math. Anal., 2014)

Variational Justification of Cycle Spinning for Wavelet-Based Solutions of Inverse Problems. - Ulugbek Kamilov; Emrah Bostan; Michael Unser (IEEE Signal Process. Lett., 2014)

Adaptive Image Resizing Based on Continuous-Domain Stochastic Modeling. - Hagai Kirshner; Aurélien Bourquard; John Paul Ward; Moshe Porat; Michael Unser (IEEE Trans. Image Process., 2014)

Sparsity and Infinite Divisibility. - Arash Amini; Michael Unser (IEEE Trans. Inf. Theory, 2014)

Approximate Message Passing With Consistent Parameter Estimation and Applications to Sparse Learning. - Ulugbek Kamilov; Sundeep Rangan; Alyson K. Fletcher; Michael Unser (IEEE Trans. Inf. Theory, 2014)

A Unified Formulation of Gaussian Versus Sparse Stochastic Processes - Part II: Discrete-Domain Theory. - Michael Unser; Pouya Dehghani Tafti; Arash Amini; Hagai Kirshner (IEEE Trans. Inf. Theory, 2014)

A Unified Formulation of Gaussian Versus Sparse Stochastic Processes - Part I: Continuous-Domain Theory. - Michael Unser; Pouya Dehghani Tafti; Qiyu Sun (IEEE Trans. Inf. Theory, 2014)

On the Unique Identification of Continuous-Time Autoregressive Models From Sampled Data. - Hagai Kirshner; Michael Unser; John Paul Ward (IEEE Trans. Signal Process., 2014)

Locally refinable parametric snakes. - Anais Badoual; Daniel Schmitter; Michael Unser (ICIP, 2015)

New parametric 3D snake for medical segmentation of structures with cylindrical topology. - Daniel Schmitter; Christophe Gaudet-Blavignac; Davide Piccini; Michael Unser (ICIP, 2015)

Optimized steerable wavelets for texture analysis of lung tissue in 3-D CT: Classification of usual interstitial pneumonia. - Adrien Depeursinge; Pedram Pad; Anne S. Chin; Ann N. Leung; Daniel L. Rubin; Henning Müller; Michael Unser (ISBI, 2015)

Fast detection and refined scale estimation using complex isotropic wavelets. - Zsuzsanna Püspöki; John Paul Ward; Daniel Sage; Michael Unser (ISBI, 2015)

Similarity-based shape priors for 2D spline snakes. - Daniel Schmitter; Michael Unser (ISBI, 2015)

Tip-seeking active contours for bioimage segmentation. - Virginie Uhlmann; Michael Unser (ISBI, 2015)

Keynote speakers: Sparse modeling and the resolution of inverse problems in biomedical imaging. - Michael Unser (ISBI, 2015)

Wavelet Statistics of Sparse and Self-Similar Images. - Julien Fageot; Emrah Bostan; Michael Unser (SIAM J. Imaging Sci., 2015)

Interior Tomography Using 1D Generalized Total Variation. Part II: Multiscale Implementation. - Minji Lee; Yoseob Han; John Paul Ward; Michael Unser; Jong Chul Ye (SIAM J. Imaging Sci., 2015)

Structure Tensor Total Variation. - Stamatios Lefkimmiatis; Anastasios Roussos; Petros Maragos; Michael Unser (SIAM J. Imaging Sci., 2015)

Steerable PCA for Rotation-Invariant Image Recognition. - Cédric Vonesch; Frédéric Stauber; Michael Unser (SIAM J. Imaging Sci., 2015)

Interior Tomography Using 1D Generalized Total Variation. Part I: Mathematical Foundation. - John Paul Ward; Minji Lee; Jong Chul Ye; Michael Unser (SIAM J. Imaging Sci., 2015)

Improved Variational Denoising of Flow Fields with Application to Phase-Contrast MRI Data. - Emrah Bostan; Stamatios Lefkimmiatis; Orestis Vardoulis; Nikolaos Stergiopulos; Michael Unser (IEEE Signal Process. Lett., 2015)

Divergence-Free Wavelet Frames. - Emrah Bostan; Michael Unser; John Paul Ward (IEEE Signal Process. Lett., 2015)

Trigonometric Interpolation Kernel to Construct Deformable Shapes for User-Interactive Applications. - Daniel Schmitter; Ricard Delgado-Gonzalo; Michael Unser (IEEE Signal Process. Lett., 2015)

Optimal Isotropic Wavelets for Localized Tight Frame Representations. - John Paul Ward; Pedram Pad; Michael Unser (IEEE Signal Process. Lett., 2015)

Snakes on a Plane: A perfect snap for bioimage analysis. - Ricard Delgado-Gonzalo; Virginie Uhlmann; Daniel Schmitter; Michael Unser (IEEE Signal Process. Mag., 2015)

Efficient Shape Priors for Spline-Based Snakes. - Ricard Delgado-Gonzalo; Daniel Schmitter; Virginie Uhlmann; Michael Unser (IEEE Trans. Image Process., 2015)

Optimized Kaiser-Bessel Window Functions for Computed Tomography. - Masih Nilchian; John Paul Ward; Cédric Vonesch; Michael Unser (IEEE Trans. Image Process., 2015)

Template-Free Wavelet-Based Detection of Local Symmetries. - Zsuzsanna Püspöki; Michael Unser (IEEE Trans. Image Process., 2015)

Optimality of Operator-Like Wavelets for Representing Sparse AR(1) Processes. - Pedram Pad; Michael Unser (IEEE Trans. Signal Process., 2015)

MMSE denoising of sparse and non-Gaussian AR(1) processes. - Pouria Tohidi; Emrah Bostan; Pedram Pad; Michael Unser (ICASSP, 2016)

Local refinement for 3D deformable parametric surfaces. - Anais Badoual; Daniel Schmitter; Michael Unser (ICIP, 2016)

Isotropic resolution in fluorescence imaging by single particle reconstruction. - Denis Fortun; Paul Guichard; Ning Chu; Michael Unser (ISBI, 2016)

USER-friendly image-based segmentation and analysis of chromosomes. - Virginie Uhlmann; Ricard Delgado-Gonzalo; Michael Unser; Patrik Olavi Michel; Lucia Baldi; Florian Maria Wurm (ISBI, 2016)

Smoothly deformable spheres: modeling, deformation, and interaction. - Daniel Schmitter; Pablo García-Amorena; Michael Unser (SIGGRAPH Asia Technical Briefs, 2016)

A family of smooth and interpolatory basis functions for parametric curve and surface representation. - Daniel Schmitter; Ricard Delgado-Gonzalo; Michael Unser (Appl. Math. Comput., 2016)

SpotCaliper: fast wavelet-based spot detection with accurate size estimation. - Zsuzsanna Püspöki; Daniel Sage; John Paul Ward; Michael Unser (Bioinform., 2016)

Reconstruction From Multiple Poses in Fluorescence Imaging: Proof of Concept. - Denis Fortun; Paul Guichard; Ning Chu; Michael Unser (IEEE J. Sel. Top. Signal Process., 2016)

Introduction to the Issue on Advanced Signal Processing in Microscopy and Cell Imaging. - Charles Kervrann; Scott T. Acton; Jean-Christophe Olivo-Marin; Carlos Oscar Sánchez Sorzano; Michael Unser (IEEE J. Sel. Top. Signal Process., 2016)

A Guided Tour of Selected Image Processing and Analysis Methods for Fluorescence and Electron Microscopy. - Charles Kervrann; Carlos Oscar Sánchez Sorzano; Scott T. Acton; Jean-Christophe Olivo-Marin; Michael Unser (IEEE J. Sel. Top. Signal Process., 2016)

On the Continuous Steering of the Scale of Tight Wavelet Frames. - Zsuzsanna Püspöki; John Paul Ward; Daniel Sage; Michael Unser (SIAM J. Imaging Sci., 2016)

Exact Algorithms for L1-TV Regularization of Real-Valued or Circle-Valued Signals. - Martin Storath; Andreas Weinmann; Michael Unser (SIAM J. Sci. Comput., 2016)

An Inner-Product Calculus for Periodic Functions and Curves. - Anais Badoual; Daniel Schmitter; Michael Unser (IEEE Signal Process. Lett., 2016)

Optical Tomographic Image Reconstruction Based on Beam Propagation and Sparse Regularization. - Ulugbek S. Kamilov; Ioannis N. Papadopoulos; Morteza H. Shoreh; Alexandre Goy 001; Cédric Vonesch; Michael Unser; Demetri Psaltis (IEEE Trans. Computational Imaging, 2016)

Variational Phase Imaging Using the Transport-of-Intensity Equation. - Emrah Bostan; Emmanuel Froustey; Masih Nilchian; Daniel Sage; Michael Unser (IEEE Trans. Image Process., 2016)

Maximally Localized Radial Profiles for Tight Steerable Wavelet Frames. - Pedram Pad; Virginie Uhlmann; Michael Unser (IEEE Trans. Image Process., 2016)

Design of Steerable Wavelets to Detect Multifold Junctions. - Zsuzsanna Püspöki; Virginie Uhlmann; Cédric Vonesch; Michael Unser (IEEE Trans. Image Process., 2016)

Hermite Snakes With Control of Tangents. - Virginie Uhlmann; Julien Fageot; Michael Unser (IEEE Trans. Image Process., 2016)

Representer Theorems for Sparsity-Promoting ℓ1 Regularization. - Michael Unser; Julien Fageot; Harshit Gupta (IEEE Trans. Inf. Theory, 2016)

Diverse M-Best Solutions by Dynamic Programming. - Carsten Haubold; Virginie Uhlmann; Michael Unser; Fred A. Hamprecht (GCPR, 2017)

Optical Tomography based on a nonlinear model that handles multiple scattering. - Morteza Hasani Shoreh; Alexandre Goy 001; JooWon Lim; Ulugbek Kamilov; Michael Unser; Demetri Psaltis (ICASSP, 2017)

Dictionary Learning Based on Sparse Distribution Tomography. - Pedram Pad; Farnood Salehi; L. Elisa Celis; Patrick Thiran; Michael Unser (ICML, 2017)

Compressed sensing for dose reduction in STEM tomography. - Laurène Donati; Masih Nilchian; Michael Unser; Sylvain Trepout; Cédric Messaoudi; S. Marcoy (ISBI, 2017)

General surface energy for spinal cord and aorta segmentation. - Harshit Gupta; Daniel Schmitter; Virginie Uhlmann; Michael Unser (ISBI, 2017)

Closed-form alignment of active surface models using splines. - Daniel Schmitter; Michael Unser (ISBI, 2017)

Gaussian and Sparse Processes Are Limits of Generalized Poisson Processes. - Julien Fageot; Virginie Uhlmann; Michael Unser (CoRR, 2017)

Efficient Inversion of Multiple-Scattering Model for Optical Diffraction Tomography. - Emmanuel Soubies; Thanh-An Pham; Michael Unser (CoRR, 2017)

CNN-Based Projected Gradient Descent for Consistent Image Reconstruction. - Harshit Gupta; Kyong Hwan Jin; Ha Q. Nguyen 001; Michael T. McCann; Michael Unser (CoRR, 2017)

A Review of Convolutional Neural Networks for Inverse Problems in Imaging. - Michael T. McCann; Kyong Hwan Jin; Michael Unser (CoRR, 2017)

A non-stationary subdivision scheme for the construction of deformable models with sphere-like topology. - Anais Badoual; Paola Novara; Lucia Romani; Daniel Schmitter; Michael Unser (Graph. Model., 2017)

Compactly-supported smooth interpolators for shape modeling with varying resolution. - Daniel Schmitter; Julien Fageot; Anais Badoual; Pablo García-Amorena; Michael Unser (Graph. Model., 2017)

Smooth shapes with spherical topology: Beyond traditional modeling, efficient deformation, and interaction. - Daniel Schmitter; Pablo García-Amorena; Michael Unser (Comput. Vis. Media, 2017)

Splines Are Universal Solutions of Linear Inverse Problems with Generalized TV Regularization. - Michael Unser; Julien Fageot; John Paul Ward (SIAM Rev., 2017)

Shape Projectors for Landmark-Based Spline Curves. - Daniel Schmitter; Michael Unser (IEEE Signal Process. Lett., 2017)

Convolutional Neural Networks for Inverse Problems in Imaging: A Review. - Michael T. McCann; Kyong Hwan Jin; Michael Unser (IEEE Signal Process. Mag., 2017)

Multiresolution Subdivision Snakes. - Anais Badoual; Daniel Schmitter; Virginie Uhlmann; Michael Unser (IEEE Trans. Image Process., 2017)

Steerable Wavelet Machines (SWM): Learning Moving Frames for Texture Classification. - Adrien Depeursinge; Zsuzsanna Püspöki; John Paul Ward; Michael Unser (IEEE Trans. Image Process., 2017)

Deep Convolutional Neural Network for Inverse Problems in Imaging. - Kyong Hwan Jin; Michael T. McCann; Emmanuel Froustey; Michael Unser (IEEE Trans. Image Process., 2017)

High-Quality Parallel-Ray X-Ray CT Back Projection Using Optimized Interpolation. - Michael T. McCann; Michael Unser (IEEE Trans. Image Process., 2017)

Fast Segmentation From Blurred Data in 3D Fluorescence Microscopy. - Martin Storath; Dennis Rickert; Michael Unser; Andreas Weinmann (IEEE Trans. Image Process., 2017)

Optimized Wavelet Denoising for Self-Similar α-Stable Processes. - Pedram Pad; Kasra Alishahi; Michael Unser (IEEE Trans. Inf. Theory, 2017)

3D BBPConvNet to reconstruct parallel MRI. - Kyong Hwan Jin; Michael Unser (ISBI, 2018)

Region of interest X-ray computed tomography via corrected back projection. - Michael T. McCann; Laura Vilaclara; Michael Unser (ISBI, 2018)

Phaseless diffraction tomography with regularized beam propagation. - Thanh-An Pham; Emmanuel Soubies; JooWon Lim; Alexandre Goy 001; Ferréol Soulez; Demetri Psaltis; Michael Unser (ISBI, 2018)

Rotation Invariance and Directional Sensitivity: Spherical Harmonics versus Radiomics Features. - Adrien Depeursinge; Julien Fageot; Vincent Andrearczyk; John Paul Ward; Michael Unser (MLMI@MICCAI, 2018)

DiversePathsJ: diverse shortest paths for bioimage analysis. - Virginie Uhlmann; Carsten Haubold; Fred A. Hamprecht; Michael Unser (Bioinform., 2018)

Continuous-Domain Solutions of Linear Inverse Problems with Tikhonov vs. Generalized TV Regularization. - Harshit Gupta; Julien Fageot; Michael Unser (CoRR, 2018)

Fast Rotational Sparse Coding. - Michael T. McCann; Michael Unser; Adrien Depeursinge (CoRR, 2018)

Direct Reconstruction of Saturated Samples in Band-Limited OFDM Signals. - Kyong Hwan Jin; Gain Kim; Yusuf Leblebici; Jong Chul Ye; Michael Unser (CoRR, 2018)

An L1 Representer Theorem for Multiple-Kernel Regression. - Shayan Aziznejad; Michael Unser (CoRR, 2018)

Pocket Guide to Solve Inverse Problems with GlobalBioIm. - Emmanuel Soubies; Ferréol Soulez; Michael T. McCann; Thanh-An Pham; Laurène Donati; Thomas Debarre; Daniel Sage; Michael Unser (CoRR, 2018)

Fast Piecewise-Affine Motion Estimation Without Segmentation. - Denis Fortun; Martin Storath; Dennis Rickert; Andreas Weinmann; Michael Unser (IEEE Trans. Image Process., 2018)

Grid-Free Localization Algorithm Using Low-Rank Hankel Matrix for Super-Resolution Microscopy. - Junhong Min; Kyong Hwan Jin; Michael Unser; Jong Chul Ye (IEEE Trans. Image Process., 2018)

Landmark-Based Shape Encoding and Sparse-Dictionary Learning in the Continuous Domain. - Daniel Schmitter; Michael Unser (IEEE Trans. Image Process., 2018)

Reconstruction From Multiple Particles for 3D Isotropic Resolution in Fluorescence Microscopy. - Denis Fortun; Paul Guichard; Virginie Hamel; Carlos Oscar Sánchez Sorzano; Niccolo Banterle; Pierre Gonczy; Michael Unser (IEEE Trans. Medical Imaging, 2018)

CNN-Based Projected Gradient Descent for Consistent CT Image Reconstruction. - Harshit Gupta; Kyong Hwan Jin; Ha Q. Nguyen 001; Michael T. McCann; Michael Unser (IEEE Trans. Medical Imaging, 2018)

Periodic Splines and Gaussian Processes for the Resolution of Linear Inverse Problems. - Anais Badoual; Julien Fageot; Michael Unser (IEEE Trans. Signal Process., 2018)

Continuous-Domain Solutions of Linear Inverse Problems With Tikhonov Versus Generalized TV Regularization. - Harshit Gupta; Julien Fageot; Michael Unser (IEEE Trans. Signal Process., 2018)

Learning Convex Regularizers for Optimal Bayesian Denoising. - Ha Q. Nguyen 001; Emrah Bostan; Michael Unser (IEEE Trans. Signal Process., 2018)

Joint density map and continuous angular refinement in cryo-electron microscopy. - Mona Zehni; Laurène Donati; Emmanuel Soubies; Zhizhen Zhao 001; Minh N. Do; Michael Unser (Computational Imaging, 2019)

Deep Spline Networks with Control of Lipschitz Regularity. - Shayan Aziznejad; Michael Unser (ICASSP, 2019)

Solving Continuous-domain Problems Exactly with Multiresolution B-splines. - Thomas Debarre; Julien Fageot; Harshit Gupta; Michael Unser (ICASSP, 2019)

Deforming Tessellations For The Segmentation Of Cell Aggregates. - Anais Badoual; Aymeric Galan; Daniel Sage; Michael Unser (ISBI, 2019)

Inner-Loop-Free Admm For Cryo-Em. - Laurène Donati; Emmanuel Soubies; Michael Unser (ISBI, 2019)

Closed-Form Expression Of The Fourier Ring-Correlation For Single-Molecule Localization Microscopy. - Thanh-An Pham; Emmanuel Soubies; Daniel Sage; Michael Unser (ISBI, 2019)

Normal-Based Interpolating Subdivision for the Geometric Representation of Deformable Models. - Lucia Romani; Anaïs Badoual; Michael Unser (ISBI, 2019)

Self-Supervised Deep Active Accelerated MRI. - Kyong Hwan Jin; Michael Unser; Kwang Moo Yi (CoRR, 2019)

Time-Dependent Deep Image Prior for Dynamic MRI. - Kyong Hwan Jin; Harshit Gupta; Jerome Yerly; Matthias Stuber; Michael Unser (CoRR, 2019)

Texture-driven parametric snakes for semi-automatic image segmentation. - Anaïs Badoual; Michael Unser; Adrien Depeursinge (Comput. Vis. Image Underst., 2019)

Biomedical Image Reconstruction: From the Foundations to Deep Neural Networks. - Michael T. McCann; Michael Unser (Found. Trends Signal Process., 2019)

A Representer Theorem for Deep Neural Networks. - Michael Unser (J. Mach. Learn. Res., 2019)

Angular Accuracy of Steerable Feature Detectors. - Zsuzsanna Püspöki; Julien Fageot; Arash Amini; John Paul Ward; Michael Unser (SIAM J. Imaging Sci., 2019)

Computational Super-Sectioning for Single-Slice Structured-Illumination Microscopy. - Emmanuel Soubies; Michael Unser (IEEE Trans. Computational Imaging, 2019)

B-Spline-Based Exact Discretization of Continuous-Domain Inverse Problems With Generalized TV Regularization. - Thomas Debarre; Julien Fageot; Harshit Gupta; Michael Unser (IEEE Trans. Inf. Theory, 2019)

Hybrid-Spline Dictionaries for Continuous-Domain Inverse Problems. - Thomas Debarre; Shayan Aziznejad; Michael Unser (IEEE Trans. Signal Process., 2019)

Multi-CryoGAN: Reconstruction of Continuous Conformations in Cryo-EM Using Generative Adversarial Networks. - Harshit Gupta; Thong H. Phan; Jaejun Yoo 001; Michael Unser (ECCV Workshops (1), 2020)

Dictionary Learning with Statistical Sparsity in the Presence of Noise. - Shayan Aziznejad; Emmanuel Soubies; Michael Unser (EUSIPCO, 2020)

Computation of "Best" Interpolants in the Lp Sense. - Pakshal Bohra; Michael Unser (ICASSP, 2020)

Hessian Splines for Scanning Transmission X-Ray Microscopy. - Thomas Debarre; Benjamin Watts; Benedikt Rösner; Michael Unser (ISBI, 2020)

Adaptive Regularization for Three-Dimensional Optical Diffraction Tomography. - Thanh-An Pham; Emmanuel Soubies; Ahmed B. Ayoub; Demetri Psaltis; Michael Unser (ISBI, 2020)

Shortest Multi-Spline Bases for Generalized Sampling. - Alexis Goujon; Shayan Aziznejad; Alireza Naderi; Michael Unser (CoRR, 2020)

Support and approximation properties of Hermite splines. - Julien Fageot; Shayan Aziznejad; Michael Unser; Virginie Uhlmann (J. Comput. Appl. Math., 2020)

Dictionary Learning for Two-Dimensional Kendall Shapes. - Anna Song; Virginie Uhlmann; Julien Fageot; Michael Unser (SIAM J. Imaging Sci., 2020)

Three-Dimensional Optical Diffraction Tomography With Lippmann-Schwinger Model. - Thanh-An Pham; Emmanuel Soubies; Ahmed B. Ayoub; JooWon Lim; Demetri Psaltis; Michael Unser (IEEE Trans. Computational Imaging, 2020)

Joint Angular Refinement and Reconstruction for Single-Particle Cryo-EM. - Mona Zehni; Laurène Donati; Emmanuel Soubies; Zhizhen Zhao 001; Michael Unser (IEEE Trans. Image Process., 2020)

Deep Neural Networks With Trainable Activations and Controlled Lipschitz Constant. - Shayan Aziznejad; Harshit Gupta; Joaquim Campos; Michael Unser (IEEE Trans. Signal Process., 2020)

Continuous-Domain Signal Reconstruction Using $L_{p}$-Norm Regularization. - Pakshal Bohra; Michael Unser (IEEE Trans. Signal Process., 2020)

Generating Sparse Stochastic Processes Using Matched Splines. - Leello Dadi; Shayan Aziznejad; Michael Unser (IEEE Trans. Signal Process., 2020)

A Note on BIBO Stability. - Michael Unser (IEEE Trans. Signal Process., 2020)

Code for "Fast Rotational Sparse Coding". - Michael T. McCann; Vincent Andrearczyk; Michael Unser; Adrien Depeursinge (Zenodo, 2020)

Optimal-Transport-Based Metric For SMLM. - Quentin Denoyelle; Thanh-An Pham; Pol del Aguila Pla; Daniel Sage; Michael Unser (ISBI, 2021)

Diffraction Tomography From Single-Molecule Localization Microscopy: Numerical Feasibility. - Thanh-An Pham; Emmanuel Soubies; Ferréol Soulez; Michael Unser (ISBI, 2021)

Graphic: Graph-Based Hierarchical Clustering For Single-Molecule Localization Microscopy. - Mehrsa Pourya; Shayan Aziznejad; Michael Unser; Daniel Sage (ISBI, 2021)

Sparsest Univariate Learning Models Under Lipschitz Constraint. - Shayan Aziznejad; Thomas Debarre; Michael Unser (CoRR, 2021)

A Unifying Representer Theorem for Inverse Problems and Machine Learning. - Michael Unser (Found. Comput. Math., 2021)

Shortest-support multi-spline bases for generalized sampling. - Alexis Goujon; Shayan Aziznejad; Alireza Naderi; Michael Unser (J. Comput. Appl. Math., 2021)

Multikernel Regression with Sparsity Constraint. - Shayan Aziznejad; Michael Unser (SIAM J. Math. Data Sci., 2021)

CryoGAN: A New Reconstruction Paradigm for Single-Particle Cryo-EM Via Deep Adversarial Learning. - Harshit Gupta; Michael T. McCann; Laurène Donati; Michael Unser (IEEE Trans. Computational Imaging, 2021)

Active Subdivision Surfaces for the Semiautomatic Segmentation of Biomedical Volumes. - Anaïs Badoual; Lucia Romani; Michael Unser (IEEE Trans. Image Process., 2021)

Principled Design and Implementation of Steerable Detectors. - Julien Fageot; Virginie Uhlmann; Zsuzsanna Püspöki; Benjamin Beck; Michael Unser; Adrien Depeursinge (IEEE Trans. Image Process., 2021)

Robust Phase Unwrapping via Deep Image Prior for Quantitative Phase Imaging. - Fangshu Yang; Thanh-An Pham; Nathalie Brandenberg; Matthias P. Lütolf; Jianwei Ma; Michael Unser (IEEE Trans. Image Process., 2021)

Time-Dependent Deep Image Prior for Dynamic MRI. - Jaejun Yoo 001; Kyong Hwan Jin; Harshit Gupta; Jérôme Yerly; Matthias Stuber; Michael Unser (IEEE Trans. Medical Imaging, 2021)

Bona Fide Riesz Projections for Density Estimation. - Pol del Aguila Pla; Michael Unser (ICASSP, 2022)

Asymptotic Stability in Reservoir Computing. - Jonathan Dong; Erik Börve; Mushegh Rafayelyan; Michael Unser (IJCNN, 2022)

Steer'n'Detect: fast 2D template detection with accurate orientation estimation. - Virginie Uhlmann; Zsuzsanna Püspöki; Adrien Depeursinge; Michael Unser; Daniel Sage; Julien Fageot (Bioinform., 2022)

Stable Parametrization of Continuous and Piecewise-Linear Functions. - Alexis Goujon; Joaquim Campos; Michael Unser (CoRR, 2022)

The Role of Depth, Width, and Activation Complexity in the Number of Linear Regions of Neural Networks. - Alexis Goujon; Arian Etemadi; Michael Unser (CoRR, 2022)

Delaunay-Triangulation-Based Learning with Hessian Total-Variation Regularization. - Mehrsa Pourya; Alexis Goujon; Michael Unser (CoRR, 2022)

A Neural-Network-Based Convex Regularizer for Image Reconstruction. - Alexis Goujon; Sebastian Neumayer; Pakshal Bohra; Stanislas Ducotterd; Michael Unser (CoRR, 2022)

Sparsest piecewise-linear regression of one-dimensional data. - Thomas Debarre; Quentin Denoyelle; Michael Unser; Julien Fageot (J. Comput. Appl. Math., 2022)

Bayesian Inversion for Nonlinear Imaging Models Using Deep Generative Priors. - Pakshal Bohra; Thanh-An Pham; Jonathan Dong; Michael Unser (IEEE Trans. Computational Imaging, 2022)

Coupled Splines for Sparse Curve Fitting. - Icíar Lloréns Jover; Thomas Debarre; Shayan Aziznejad; Michael Unser (IEEE Trans. Image Process., 2022)

Dataset provided with "Artifacts in Optical Projection Tomography Due to Refractive-Index Mismatch: Model and Correction". - Yan Liu 059; Jonathan Dong; Cédric Schmidt; Aleix Boquet-Pujadas; Jérôme Extermann; Michael Unser (Zenodo, 2022)

Mechanical Artifacts in Optical Projection Tomography: Classification and Automatic Calibration. - Yan Liu 059; Jonathan Dong; Thanh-An Pham; François Marelli; Michael Unser (Zenodo, 2022)

PET Rebinning with Regularized Density Splines. - Aleix Boquet-Pujadas; Pol del Aguila Pla; Michael Unser (ISBI, 2023)

Probing Intracellular Elasticity with Minimal-Hessian Registration. - Yekta Kesenci; Aleix Boquet-Pujadas; Michael Unser; Jean-Christophe Olivo-Marin (ISBI, 2023)

Self-Supervised Isotropic Superresolution Fetal Brain MRI. - Kay Lächler; Hélène Lajous; Michael Unser; Meritxell Bach Cuadra; Pol del Aguila Pla (ISBI, 2023)

Mechanical Artifacts in Optical Projection Tomography: Classification and Automatic Calibration. - Yan Liu 059; Jonathan Dong; Thanh-An Pham; François Marelli; Michael Unser (CoRR, 2023)

Banach Space Optimality of Neural Architectures With Multivariate Nonlinearities. - Rahul Parhi; Michael Unser (CoRR, 2023)

Ridges, Neural Networks, and the Radon Transform. - Michael Unser (J. Mach. Learn. Res., 2023)

The Sparsity of Cycle Spinning for Wavelet-Based Solutions of Linear Inverse Problems. - Rahul Parhi; Michael Unser (IEEE Signal Process. Lett., 2023)

Phase Retrieval: From Computational Imaging to Machine Learning: A tutorial. - Jonathan Dong; Lorenzo Valzania; Antoine Maillard; Thanh-An Pham; Sylvain Gigan; Michael Unser (IEEE Signal Process. Mag., 2023)

A Neural-Network-Based Convex Regularizer for Inverse Problems. - Alexis Goujon; Sebastian Neumayer; Pakshal Bohra; Stanislas Ducotterd; Michael Unser (IEEE Trans. Computational Imaging, 2023)

Stability of Image-Reconstruction Algorithms. - Pol del Aguila Pla; Sebastian Neumayer; Michael Unser (IEEE Trans. Computational Imaging, 2023)

A Statistical Framework to Investigate the Optimality of Signal-Reconstruction Methods. - Pakshal Bohra; Pol del Aguila Pla; Jean-François Giovannelli; Michael Unser (IEEE Trans. Signal Process., 2023)

Measuring Complexity of Learning Schemes Using Hessian-Schatten Total Variation. - Shayan Aziznejad; Joaquim Campos; Michael Unser (SIAM J. Math. Data Sci., 2023)

Approximation of Lipschitz Functions Using Deep Spline Neural Networks. - Sebastian Neumayer; Alexis Goujon; Pakshal Bohra; Michael Unser (SIAM J. Math. Data Sci., 2023)

From Nano to Macro: An overview of the IEEE Bio Image and Signal Processing Technical Committee. - Selin Aviyente; Alejandro F. Frangi; Erik Meijering; Arrate Muñoz-Barrutia; Michael Liebling; Dimitri Van De Ville; Jean-Christophe Olivo-Marin; Jelena Kovacevic; Michael Unser (IEEE Signal Process. Mag., 2023)

Learning a Convex Patch-Based Synthesis Model via Deep Equilibrium. - Stanislas Ducotterd; Sebastian Neumayer; Michael Unser (ICASSP, 2024)

A Continuous-Domain Solution for Computed Tomography with Hessian Total-Variation Regularization. - Mehrsa Pourya; Youssef Haouchat; Michael Unser (ISBI, 2024)

Random ReLU Neural Networks as Non-Gaussian Processes. - Rahul Parhi; Pakshal Bohra; Ayoub El Biari; Mehrsa Pourya; Michael Unser (CoRR, 2024)

Iteratively Refined Image Reconstruction with Learned Attentive Regularizers. - Mehrsa Pourya; Sebastian Neumayer; Michael Unser (CoRR, 2024)

Self-Calibrated Variance-Stabilizing Transformations for Real-World Image Denoising. - Sébastien Herbreteau; Michael Unser (CoRR, 2024)

Parseval Convolution Operators and Neural Networks. - Michael Unser; Stanislas Ducotterd (CoRR, 2024)

Controlled Learning of Pointwise Nonlinearities in Neural-Network-Like Architectures. - Michael Unser; Alexis Goujon; Stanislas Ducotterd (CoRR, 2024)

Improving Lipschitz-Constrained Neural Networks by Learning Activation Functions. - Stanislas Ducotterd; Alexis Goujon; Pakshal Bohra; Dimitris Perdios; Sebastian Neumayer; Michael Unser (J. Mach. Learn. Res., 2024)

On the Effect of Initialization: The Scaling Path of 2-Layer Neural Networks. - Sebastian Neumayer; Lénaïc Chizat; Michael Unser (J. Mach. Learn. Res., 2024)

Distributional Extension and Invertibility of the ( boldsymbol{k} )-Plane Transform and Its Dual. - Rahul Parhi; Michael Unser (SIAM J. Math. Anal., 2024)

A Box-Spline Framework for Inverse Problems With Continuous-Domain Sparsity Constraints. - Mehrsa Pourya; Aleix Boquet-Pujadas; Michael Unser (IEEE Trans. Computational Imaging, 2024)

Learning Weakly Convex Regularizers for Convergent Image-Reconstruction Algorithms. - Alexis Goujon; Sebastian Neumayer; Michael Unser (SIAM J. Imaging Sci., 2024)

Quantitative Unmixing in Photoswitching Optoacoustic Tomography. - Yan Liu 059; Jonathan Chuah; Andre C. Stiel; Michael Unser; Jonathan Dong (Zenodo, 2024)

On the number of regions of piecewise linear neural networks. - Alexis Goujon; Arian Etemadi; Michael Unser (J. Comput. Appl. Math., 2024)

Point-Spread-Function Engineering in MINFLUX: Optimality of Donut and Half-Moon Excitation Patterns. - Yan Liu 059; Jonathan Dong; Juan Augusto Maya; Francisco Balzarotti; Michael Unser (Zenodo, 2024)

Model-Based Temporal Unmixing Towards Quantitative Photo-switching Optoacoustic Tomography. - Yan Liu 059; Jonathan Chuah; Yishu Huang; Andre C. Stiel; Michael Unser; Jonathan Dong (Zenodo, 2024)

Sensitivity-Aware Density Estimation in Multiple Dimensions. - Aleix Boquet-Pujadas; Pol del Aguila Pla; Michael Unser (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

From Kernel Methods to Neural Networks: A Unifying Variational Formulation. - Michael Unser (Found. Comput. Math., 2024)

Learning of Patch-Based Smooth-Plus-Sparse Models for Image Reconstruction. - Stanislas Ducotterd; Sebastian Neumayer; Michael Unser (CPAL, 2025)

Structured Random Model for Fast and Robust Phase Retrieval. - Zhiyuan Hu; Julián Tachella; Michael Unser; Jonathan Dong (ICASSP, 2025)

Function-Space Optimality of Neural Architectures with Multivariate Nonlinearities. - Rahul Parhi; Michael Unser (SIAM J. Math. Data Sci., 2025)

Comparison of 2D Regular Lattices for the CPWL Approximation of Functions. - Mehrsa Pourya; Maïka Nogarotto; Michael Unser (CoRR, 2025)

DEALing with Image Reconstruction: Deep Attentive Least Squares. - Mehrsa Pourya; Erich Kobler; Michael Unser; Sebastian Neumayer (CoRR, 2025)

Universal Architectures for the Learning of Polyhedral Norms and Convex Regularization Functionals. - Michael Unser; Stanislas Ducotterd (CoRR, 2025)

Estimation of Stiffness Maps in Deforming Cells Through Optical Flow With Bounded Curvature. - Yekta Kesenci; Aleix Boquet-Pujadas; Michael Unser; Jean-Christophe Olivo-Marin (IEEE Trans. Medical Imaging, 2025)

The Gaussian Latent Machine: Efficient Prior and Posterior Sampling for Inverse Problems. - Muhamed Kuric; Martin Zach; Andreas Habring; Michael Unser; Thomas Pock (CoRR, 2025)

Revisiting Deep Information Propagation: Fractal Frontier and Finite-size Effects. - Giuseppe Alessio D'Inverno; Zhiyuan Hu; Leo Davy; Michael Unser; Gianluigi Rozza; Jonathan Dong (CoRR, 2025)