Michael Unser

Affiliations:
  • Swiss Federal Institute of Technology in Lausanne, Switzerland


According to our database1, Michael Unser authored at least 522 papers between 1984 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Awards

IEEE Fellow

IEEE Fellow 1999, "For contributions to the theory and practice of splines in signal processing.".

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2024
On the number of regions of piecewise linear neural networks.
J. Comput. Appl. Math., May, 2024

Learning Weakly Convex Regularizers for Convergent Image-Reconstruction Algorithms.
SIAM J. Imaging Sci., March, 2024

2023
From Nano to Macro: An overview of the IEEE Bio Image and Signal Processing Technical Committee.
IEEE Signal Process. Mag., June, 2023

Approximation of Lipschitz Functions Using Deep Spline Neural Networks.
SIAM J. Math. Data Sci., June, 2023

Measuring Complexity of Learning Schemes Using Hessian-Schatten Total Variation.
SIAM J. Math. Data Sci., June, 2023

A Statistical Framework to Investigate the Optimality of Signal-Reconstruction Methods.
IEEE Trans. Signal Process., 2023

Stability of Image-Reconstruction Algorithms.
IEEE Trans. Computational Imaging, 2023

A Neural-Network-Based Convex Regularizer for Inverse Problems.
IEEE Trans. Computational Imaging, 2023

Phase Retrieval: From Computational Imaging to Machine Learning: A tutorial.
IEEE Signal Process. Mag., 2023

The Sparsity of Cycle Spinning for Wavelet-Based Solutions of Linear Inverse Problems.
IEEE Signal Process. Lett., 2023

Ridges, Neural Networks, and the Radon Transform.
J. Mach. Learn. Res., 2023

Banach Space Optimality of Neural Architectures With Multivariate Nonlinearities.
CoRR, 2023

Mechanical Artifacts in Optical Projection Tomography: Classification and Automatic Calibration.
CoRR, 2023

On the Effect of Initialization: The Scaling Path of 2-Layer Neural Networks.
CoRR, 2023

Self-Supervised Isotropic Superresolution Fetal Brain MRI.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Probing Intracellular Elasticity with Minimal-Hessian Registration.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

PET Rebinning with Regularized Density Splines.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022
Mechanical Artifacts in Optical Projection Tomography: Classification and Automatic Calibration.
Dataset, November, 2022

Dataset provided with "Artifacts in Optical Projection Tomography Due to Refractive-Index Mismatch: Model and Correction".
Dataset, February, 2022

Coupled Splines for Sparse Curve Fitting.
IEEE Trans. Image Process., 2022

Bayesian Inversion for Nonlinear Imaging Models Using Deep Generative Priors.
IEEE Trans. Computational Imaging, 2022

Sparsest piecewise-linear regression of one-dimensional data.
J. Comput. Appl. Math., 2022

A Neural-Network-Based Convex Regularizer for Image Reconstruction.
CoRR, 2022

Improving Lipschitz-Constrained Neural Networks by Learning Activation Functions.
CoRR, 2022

Delaunay-Triangulation-Based Learning with Hessian Total-Variation Regularization.
CoRR, 2022

From Kernel Methods to Neural Networks: A Unifying Variational Formulation.
CoRR, 2022

The Role of Depth, Width, and Activation Complexity in the Number of Linear Regions of Neural Networks.
CoRR, 2022

Stable Parametrization of Continuous and Piecewise-Linear Functions.
CoRR, 2022

Steer'n'Detect: fast 2D template detection with accurate orientation estimation.
Bioinform., 2022

Asymptotic Stability in Reservoir Computing.
Proceedings of the International Joint Conference on Neural Networks, 2022

Bona Fide Riesz Projections for Density Estimation.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
Time-Dependent Deep Image Prior for Dynamic MRI.
IEEE Trans. Medical Imaging, 2021

Robust Phase Unwrapping via Deep Image Prior for Quantitative Phase Imaging.
IEEE Trans. Image Process., 2021

Principled Design and Implementation of Steerable Detectors.
IEEE Trans. Image Process., 2021

Active Subdivision Surfaces for the Semiautomatic Segmentation of Biomedical Volumes.
IEEE Trans. Image Process., 2021

CryoGAN: A New Reconstruction Paradigm for Single-Particle Cryo-EM Via Deep Adversarial Learning.
IEEE Trans. Computational Imaging, 2021

Multikernel Regression with Sparsity Constraint.
SIAM J. Math. Data Sci., 2021

Shortest-support multi-spline bases for generalized sampling.
J. Comput. Appl. Math., 2021

A Unifying Representer Theorem for Inverse Problems and Machine Learning.
Found. Comput. Math., 2021

Sparsest Univariate Learning Models Under Lipschitz Constraint.
CoRR, 2021

Graphic: Graph-Based Hierarchical Clustering For Single-Molecule Localization Microscopy.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Diffraction Tomography From Single-Molecule Localization Microscopy: Numerical Feasibility.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Optimal-Transport-Based Metric For SMLM.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020
Code for "Fast Rotational Sparse Coding".
Dataset, September, 2020

A Note on BIBO Stability.
IEEE Trans. Signal Process., 2020

Generating Sparse Stochastic Processes Using Matched Splines.
IEEE Trans. Signal Process., 2020

Continuous-Domain Signal Reconstruction Using $L_{p}$-Norm Regularization.
IEEE Trans. Signal Process., 2020

Deep Neural Networks With Trainable Activations and Controlled Lipschitz Constant.
IEEE Trans. Signal Process., 2020

Joint Angular Refinement and Reconstruction for Single-Particle Cryo-EM.
IEEE Trans. Image Process., 2020

Three-Dimensional Optical Diffraction Tomography With Lippmann-Schwinger Model.
IEEE Trans. Computational Imaging, 2020

Dictionary Learning for Two-Dimensional Kendall Shapes.
SIAM J. Imaging Sci., 2020

Support and approximation properties of Hermite splines.
J. Comput. Appl. Math., 2020

Shortest Multi-Spline Bases for Generalized Sampling.
CoRR, 2020

Adaptive Regularization for Three-Dimensional Optical Diffraction Tomography.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Hessian Splines for Scanning Transmission X-Ray Microscopy.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Computation of "Best" Interpolants in the Lp Sense.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Dictionary Learning with Statistical Sparsity in the Presence of Noise.
Proceedings of the 28th European Signal Processing Conference, 2020

Multi-CryoGAN: Reconstruction of Continuous Conformations in Cryo-EM Using Generative Adversarial Networks.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

2019
Hybrid-Spline Dictionaries for Continuous-Domain Inverse Problems.
IEEE Trans. Signal Process., 2019

B-Spline-Based Exact Discretization of Continuous-Domain Inverse Problems With Generalized TV Regularization.
IEEE Trans. Inf. Theory, 2019

Computational Super-Sectioning for Single-Slice Structured-Illumination Microscopy.
IEEE Trans. Computational Imaging, 2019

Angular Accuracy of Steerable Feature Detectors.
SIAM J. Imaging Sci., 2019

A Representer Theorem for Deep Neural Networks.
J. Mach. Learn. Res., 2019

Biomedical Image Reconstruction: From the Foundations to Deep Neural Networks.
Found. Trends Signal Process., 2019

Texture-driven parametric snakes for semi-automatic image segmentation.
Comput. Vis. Image Underst., 2019

Time-Dependent Deep Image Prior for Dynamic MRI.
CoRR, 2019

Self-Supervised Deep Active Accelerated MRI.
CoRR, 2019

Normal-Based Interpolating Subdivision for the Geometric Representation of Deformable Models.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Closed-Form Expression Of The Fourier Ring-Correlation For Single-Molecule Localization Microscopy.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Inner-Loop-Free Admm For Cryo-Em.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Deforming Tessellations For The Segmentation Of Cell Aggregates.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Solving Continuous-domain Problems Exactly with Multiresolution B-splines.
Proceedings of the IEEE International Conference on Acoustics, 2019

Deep Spline Networks with Control of Lipschitz Regularity.
Proceedings of the IEEE International Conference on Acoustics, 2019

Joint density map and continuous angular refinement in cryo-electron microscopy.
Proceedings of the Computational Imaging XVII, Burlingame, 2019

2018
Learning Convex Regularizers for Optimal Bayesian Denoising.
IEEE Trans. Signal Process., 2018

Continuous-Domain Solutions of Linear Inverse Problems With Tikhonov Versus Generalized TV Regularization.
IEEE Trans. Signal Process., 2018

Periodic Splines and Gaussian Processes for the Resolution of Linear Inverse Problems.
IEEE Trans. Signal Process., 2018

CNN-Based Projected Gradient Descent for Consistent CT Image Reconstruction.
IEEE Trans. Medical Imaging, 2018

Reconstruction From Multiple Particles for 3D Isotropic Resolution in Fluorescence Microscopy.
IEEE Trans. Medical Imaging, 2018

Landmark-Based Shape Encoding and Sparse-Dictionary Learning in the Continuous Domain.
IEEE Trans. Image Process., 2018

Grid-Free Localization Algorithm Using Low-Rank Hankel Matrix for Super-Resolution Microscopy.
IEEE Trans. Image Process., 2018

Fast Piecewise-Affine Motion Estimation Without Segmentation.
IEEE Trans. Image Process., 2018

Pocket Guide to Solve Inverse Problems with GlobalBioIm.
CoRR, 2018

An L1 Representer Theorem for Multiple-Kernel Regression.
CoRR, 2018

Direct Reconstruction of Saturated Samples in Band-Limited OFDM Signals.
CoRR, 2018

Fast Rotational Sparse Coding.
CoRR, 2018

Continuous-Domain Solutions of Linear Inverse Problems with Tikhonov vs. Generalized TV Regularization.
CoRR, 2018

DiversePathsJ: diverse shortest paths for bioimage analysis.
Bioinform., 2018

Rotation Invariance and Directional Sensitivity: Spherical Harmonics versus Radiomics Features.
Proceedings of the Machine Learning in Medical Imaging - 9th International Workshop, 2018

Phaseless diffraction tomography with regularized beam propagation.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Region of interest X-ray computed tomography via corrected back projection.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

3D BBPConvNet to reconstruct parallel MRI.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2017
Optimized Wavelet Denoising for Self-Similar α-Stable Processes.
IEEE Trans. Inf. Theory, 2017

Fast Segmentation From Blurred Data in 3D Fluorescence Microscopy.
IEEE Trans. Image Process., 2017

High-Quality Parallel-Ray X-Ray CT Back Projection Using Optimized Interpolation.
IEEE Trans. Image Process., 2017

Deep Convolutional Neural Network for Inverse Problems in Imaging.
IEEE Trans. Image Process., 2017

Steerable Wavelet Machines (SWM): Learning Moving Frames for Texture Classification.
IEEE Trans. Image Process., 2017

Multiresolution Subdivision Snakes.
IEEE Trans. Image Process., 2017

Convolutional Neural Networks for Inverse Problems in Imaging: A Review.
IEEE Signal Process. Mag., 2017

Shape Projectors for Landmark-Based Spline Curves.
IEEE Signal Process. Lett., 2017

Splines Are Universal Solutions of Linear Inverse Problems with Generalized TV Regularization.
SIAM Rev., 2017

Smooth shapes with spherical topology: Beyond traditional modeling, efficient deformation, and interaction.
Comput. Vis. Media, 2017

Compactly-supported smooth interpolators for shape modeling with varying resolution.
Graph. Model., 2017

A non-stationary subdivision scheme for the construction of deformable models with sphere-like topology.
Graph. Model., 2017

A Review of Convolutional Neural Networks for Inverse Problems in Imaging.
CoRR, 2017

CNN-Based Projected Gradient Descent for Consistent Image Reconstruction.
CoRR, 2017

Efficient Inversion of Multiple-Scattering Model for Optical Diffraction Tomography.
CoRR, 2017

Gaussian and Sparse Processes Are Limits of Generalized Poisson Processes.
CoRR, 2017

Closed-form alignment of active surface models using splines.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

General surface energy for spinal cord and aorta segmentation.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Compressed sensing for dose reduction in STEM tomography.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Dictionary Learning Based on Sparse Distribution Tomography.
Proceedings of the 34th International Conference on Machine Learning, 2017

Optical Tomography based on a nonlinear model that handles multiple scattering.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Diverse M-Best Solutions by Dynamic Programming.
Proceedings of the Pattern Recognition - 39th German Conference, 2017

2016
Representer Theorems for Sparsity-Promoting ℓ<sub>1</sub> Regularization.
IEEE Trans. Inf. Theory, 2016

Hermite Snakes With Control of Tangents.
IEEE Trans. Image Process., 2016

Design of Steerable Wavelets to Detect Multifold Junctions.
IEEE Trans. Image Process., 2016

Maximally Localized Radial Profiles for Tight Steerable Wavelet Frames.
IEEE Trans. Image Process., 2016

Variational Phase Imaging Using the Transport-of-Intensity Equation.
IEEE Trans. Image Process., 2016

Optical Tomographic Image Reconstruction Based on Beam Propagation and Sparse Regularization.
IEEE Trans. Computational Imaging, 2016

An Inner-Product Calculus for Periodic Functions and Curves.
IEEE Signal Process. Lett., 2016

Exact Algorithms for L<sup>1</sup>-TV Regularization of Real-Valued or Circle-Valued Signals.
SIAM J. Sci. Comput., 2016

On the Continuous Steering of the Scale of Tight Wavelet Frames.
SIAM J. Imaging Sci., 2016

A Guided Tour of Selected Image Processing and Analysis Methods for Fluorescence and Electron Microscopy.
IEEE J. Sel. Top. Signal Process., 2016

Introduction to the Issue on Advanced Signal Processing in Microscopy and Cell Imaging.
IEEE J. Sel. Top. Signal Process., 2016

Reconstruction From Multiple Poses in Fluorescence Imaging: Proof of Concept.
IEEE J. Sel. Top. Signal Process., 2016

SpotCaliper: fast wavelet-based spot detection with accurate size estimation.
Bioinform., 2016

A family of smooth and interpolatory basis functions for parametric curve and surface representation.
Appl. Math. Comput., 2016

Smoothly deformable spheres: modeling, deformation, and interaction.
Proceedings of the SIGGRAPH ASIA 2016, Macao, December 5-8, 2016 - Technical Briefs, 2016

USER-friendly image-based segmentation and analysis of chromosomes.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Isotropic resolution in fluorescence imaging by single particle reconstruction.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Local refinement for 3D deformable parametric surfaces.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

MMSE denoising of sparse and non-Gaussian AR(1) processes.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

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

Template-Free Wavelet-Based Detection of Local Symmetries.
IEEE Trans. Image Process., 2015

Optimized Kaiser-Bessel Window Functions for Computed Tomography.
IEEE Trans. Image Process., 2015

Efficient Shape Priors for Spline-Based Snakes.
IEEE Trans. Image Process., 2015

Snakes on a Plane: A perfect snap for bioimage analysis.
IEEE Signal Process. Mag., 2015

Optimal Isotropic Wavelets for Localized Tight Frame Representations.
IEEE Signal Process. Lett., 2015

Trigonometric Interpolation Kernel to Construct Deformable Shapes for User-Interactive Applications.
IEEE Signal Process. Lett., 2015

Divergence-Free Wavelet Frames.
IEEE Signal Process. Lett., 2015

Improved Variational Denoising of Flow Fields with Application to Phase-Contrast MRI Data.
IEEE Signal Process. Lett., 2015

Interior Tomography Using 1D Generalized Total Variation. Part I: Mathematical Foundation.
SIAM J. Imaging Sci., 2015

Steerable PCA for Rotation-Invariant Image Recognition.
SIAM J. Imaging Sci., 2015

Structure Tensor Total Variation.
SIAM J. Imaging Sci., 2015

Interior Tomography Using 1D Generalized Total Variation. Part II: Multiscale Implementation.
SIAM J. Imaging Sci., 2015

Wavelet Statistics of Sparse and Self-Similar Images.
SIAM J. Imaging Sci., 2015

Keynote speakers: Sparse modeling and the resolution of inverse problems in biomedical imaging.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Tip-seeking active contours for bioimage segmentation.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Similarity-based shape priors for 2D spline snakes.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Fast detection and refined scale estimation using complex isotropic wavelets.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Optimized steerable wavelets for texture analysis of lung tissue in 3-D CT: Classification of usual interstitial pneumonia.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

New parametric 3D snake for medical segmentation of structures with cylindrical topology.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Locally refinable parametric snakes.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

2014
On the Unique Identification of Continuous-Time Autoregressive Models From Sampled Data.
IEEE Trans. Signal Process., 2014

A Unified Formulation of Gaussian Versus Sparse Stochastic Processes - Part I: Continuous-Domain Theory.
IEEE Trans. Inf. Theory, 2014

A Unified Formulation of Gaussian Versus Sparse Stochastic Processes - Part II: Discrete-Domain Theory.
IEEE Trans. Inf. Theory, 2014

Approximate Message Passing With Consistent Parameter Estimation and Applications to Sparse Learning.
IEEE Trans. Inf. Theory, 2014

Sparsity and Infinite Divisibility.
IEEE Trans. Inf. Theory, 2014

Adaptive Image Resizing Based on Continuous-Domain Stochastic Modeling.
IEEE Trans. Image Process., 2014

Variational Justification of Cycle Spinning for Wavelet-Based Solutions of Inverse Problems.
IEEE Signal Process. Lett., 2014

Approximation Properties of Sobolev Splines and the Construction of Compactly Supported Equivalents.
SIAM J. Math. Anal., 2014

Snakes with tangent-based control and energies for bioimage analysis.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Atlas-free brain segmentation in 3D proton-density-like MRI images.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Wavelet-based identification and classification of local symmetries in microscopy images.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Unsupervised texture segmentation using monogenic curvelets and the Potts model.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

VOW: Variance-optimal wavelets for the steerable pyramid.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

High-performance 3D deconvolution of fluorescence micrographs.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Statistics of wavelet coefficients for sparse self-similar images.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Phase retrieval by using transport-of-intensity equation and differential interference contrast microscopy.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Exponential Hermite splines for the analysis of biomedical images.
Proceedings of the IEEE International Conference on Acoustics, 2014

2013
MMSE Estimation of Sparse Lévy Processes.
IEEE Trans. Signal Process., 2013

Bayesian Estimation for Continuous-Time Sparse Stochastic Processes.
IEEE Trans. Signal Process., 2013

On the Linearity of Bayesian Interpolators for Non-Gaussian Continuous-Time AR(1) Processes.
IEEE Trans. Inf. Theory, 2013

Hessian Schatten-Norm Regularization for Linear Inverse Problems.
IEEE Trans. Image Process., 2013

Poisson Image Reconstruction With Hessian Schatten-Norm Regularization.
IEEE Trans. Image Process., 2013

Spline-Based Deforming Ellipsoids for Interactive 3D Bioimage Segmentation.
IEEE Trans. Image Process., 2013

Binary Compressed Imaging.
IEEE Trans. Image Process., 2013

Anisotropic Interpolation of Sparse Generalized Image Samples.
IEEE Trans. Image Process., 2013

Sparse Stochastic Processes and Discretization of Linear Inverse Problems.
IEEE Trans. Image Process., 2013

Bayesian Denoising: From MAP to MMSE Using Consistent Cycle Spinning.
IEEE Signal Process. Lett., 2013

Decay Properties of Riesz Transforms and Steerable Wavelets.
SIAM J. Imaging Sci., 2013

A Unifying Parametric Framework for 2D Steerable Wavelet Transforms.
SIAM J. Imaging Sci., 2013

Convex Generalizations of Total Variation Based on the Structure Tensor with Applications to Inverse Problems.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2013

Design of steerable filters for the detection of micro-particles.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Variational decomposition of vector fields in the presence of noise.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Detection of symmetric junctions in biological images using 2-D steerable wavelet transforms.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Iterative FBP for improved reconstruction of X-ray differential phase-contrast tomograms.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Continuous localization using sparsity constraints for high-density super-resolution microscopy.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

3D Poisson microscopy deconvolution with Hessian Schatten-norm regularization.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Can localization microscopy benefit from approximation theory?
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Linear interpolation of biomedical images using a data-adaptive kernel.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Spatio-temporal regularization of flow-fields.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

A shape-template based two-stage corpus callosum segmentation technique for sagittal plane T1-weighted brain magnetic resonance images.
Proceedings of the IEEE International Conference on Image Processing, 2013

Benefits of consistency in image denoising with steerable wavelets.
Proceedings of the IEEE International Conference on Acoustics, 2013

On the optimality of operator-like wavelets for sparse AR(1) processes.
Proceedings of the IEEE International Conference on Acoustics, 2013

Autocalibrated signal reconstruction from linear measurements using adaptive GAMP.
Proceedings of the IEEE International Conference on Acoustics, 2013

Advanced image processing for biology, and the Open Bio Image Alliance (OBIA).
Proceedings of the 21st European Signal Processing Conference, 2013

Benchmarking image-processing algorithms for biomicroscopy: Reference datasets and perspectives.
Proceedings of the 21st European Signal Processing Conference, 2013

2012
Realistic Analytical Phantoms for Parallel Magnetic Resonance Imaging.
IEEE Trans. Medical Imaging, 2012

A Box Spline Calculus for the Discretization of Computed Tomography Reconstruction Problems.
IEEE Trans. Medical Imaging, 2012

Bi-Exponential Edge-Preserving Smoother.
IEEE Trans. Image Process., 2012

Hessian-Based Norm Regularization for Image Restoration With Biomedical Applications.
IEEE Trans. Image Process., 2012

Snakes With an Ellipse-Reproducing Property.
IEEE Trans. Image Process., 2012

3D Steerable Wavelets in Practice.
IEEE Trans. Image Process., 2012

Is Uniqueness Lost for Under-Sampled Continuous-Time Auto-Regressive Processes?
IEEE Signal Process. Lett., 2012

Wavelet Shrinkage With Consistent Cycle Spinning Generalizes Total Variation Denoising.
IEEE Signal Process. Lett., 2012

One-Bit Measurements With Adaptive Thresholds.
IEEE Signal Process. Lett., 2012

A Hessian Schatten-Norm Regularization Approach For Solving Linear Inverse Problems
CoRR, 2012

Exponential splines and minimal-support bases for curve representation.
Comput. Aided Geom. Des., 2012

Left-inverses of fractional Laplacian and sparse stochastic processes.
Adv. Comput. Math., 2012

The analog formulation of sparsity implies infinite divisibility and rules out Bernoulli-Gaussian priors.
Proceedings of the 2012 IEEE Information Theory Workshop, 2012

Differential phase-contrast X-ray computed tomography: From model discretization to image reconstruction.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Image segmentation with background correction using a multiplicative smoothing-spline model.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Hessian-based regularization for 3-D microscopy image restoration.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

A PSF-based approach to Biplane calibration in 3D super-resolution microscopy.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Fast parametric snakes for 3D microscopy.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

A dual algorithm for L1-regularized reconstruction of vector fields.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Reconstruction of biomedical images and sparse stochastic modeling.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

A projected gradient algorithm for image restoration under Hessian matrix-norm regularization.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Generalized total variation denoising via augmented Lagrangian cycle spinning with Haar wavelets.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

MMSE denoising of sparse Lévy processes via message passing.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Bayesian denoising of generalized poisson processes with finite rate of innovation.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011
Stochastic Models for Sparse and Piecewise-Smooth Signals.
IEEE Trans. Signal Process., 2011

A Sampling Theory Approach for Continuous ARMA Identification.
IEEE Trans. Signal Process., 2011

On the Hilbert Transform of Wavelets.
IEEE Trans. Signal Process., 2011

Compressibility of Deterministic and Random Infinite Sequences.
IEEE Trans. Signal Process., 2011

Reconstruction of Large, Irregularly Sampled Multidimensional Images. A Tensor-Based Approach.
IEEE Trans. Medical Imaging, 2011

A Fast Wavelet-Based Reconstruction Method for Magnetic Resonance Imaging.
IEEE Trans. Medical Imaging, 2011

Sparsity-Driven Reconstruction for FDOT With Anatomical Priors.
IEEE Trans. Medical Imaging, 2011

Steerable Pyramids and Tight Wavelet Frames in L<sub>2</sub>(BBR<sup>d</sup>).
IEEE Trans. Image Process., 2011

On Regularized Reconstruction of Vector Fields.
IEEE Trans. Image Process., 2011

Image Denoising in Mixed Poisson-Gaussian Noise.
IEEE Trans. Image Process., 2011

Fast O(1) Bilateral Filtering Using Trigonometric Range Kernels.
IEEE Trans. Image Process., 2011

Trends in Bioimaging and Signal Processing [In the Spotlight].
IEEE Signal Process. Mag., 2011

Activelets: Wavelets for sparse representation of hemodynamic responses.
Signal Process., 2011

The Ovuscule.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

A unified formulation of Gaussian vs. sparse stochastic processes - Part II: Discrete-domain theory
CoRR, 2011

A unified formulation of Gaussian vs. sparse stochastic processes - Part I: Continuous-domain theory
CoRR, 2011

Variational enhancement and denoising of flow field images.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Continuous-domain ARMA modeling for ultrasound tissue characterization.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

A new hybrid Bayesian-variational particle filter with application to mitotic cell tracking.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

3D steerable wavelets and monogenic analysis for bioimaging.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

A primal-dual reconstruction algorithm for fluorescence and bioluminescence tomography.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

A second-order extension of TV regularization for image deblurring.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Resolution-invariant separable ARMA modeling of images.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Efficient image reconstruction under sparsity constraints with application to MRI and bioluminescence tomography.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
Analytical Footprints: Compact Representation of Elementary Singularities in Wavelet Bases.
IEEE Trans. Signal Process., 2010

Performance analysis of reconstruction techniques for frequency-domain optical-coherence tomography.
IEEE Trans. Signal Process., 2010

On the shiftability of dual-tree complex wavelet transforms.
IEEE Trans. Signal Process., 2010

Regularized Interpolation for Noisy Images.
IEEE Trans. Medical Imaging, 2010

An Efficient Numerical Method for General L<sub>p</sub> Regularization in Fluorescence Molecular Tomography.
IEEE Trans. Medical Imaging, 2010

Wavelet Steerability and the Higher-Order Riesz Transform.
IEEE Trans. Image Process., 2010

Fast Space-Variant Elliptical Filtering Using Box Splines.
IEEE Trans. Image Process., 2010

SURE-LET for Orthonormal Wavelet-Domain Video Denoising.
IEEE Trans. Circuits Syst. Video Technol., 2010

Fast interscale wavelet denoising of Poisson-corrupted images.
Signal Process., 2010

Fractional Brownian Vector Fields.
Multiscale Model. Simul., 2010

Fractional Brownian models for vector field data.
Proceedings of the IEEE International Symposium on Information Theory, 2010

Fractal modelling and analysis of flow-field images.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Analytical form of Shepp-Logan phantom for parallel MRI.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

A box spline calculus for computed tomography.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Multi-target tracking of packed yeast cells.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Fast detection of cells using a continuously scalable Mexican-hat-like template.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

A priori guided reconstruction for FDOT using mixed norms.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Undecimated haar thresholding for poisson intensity estimation.
Proceedings of the International Conference on Image Processing, 2010

Accelerated wavelet-regularized deconvolution for 3-D fluorescence microcopy.
Proceedings of the International Conference on Image Processing, 2010

Continuous-time AR model identification: Does sampling rate really matter?
Proceedings of the 18th European Signal Processing Conference, 2010

A stochastic minimum-norm approach to image and texture interpolation.
Proceedings of the 18th European Signal Processing Conference, 2010

2009
Construction of Hilbert transform pairs of wavelet bases and Gabor-like transforms.
IEEE Trans. Signal Process., 2009

A Fast Multilevel Algorithm for Wavelet-Regularized Image Restoration.
IEEE Trans. Image Process., 2009

Multiresolution Monogenic Signal Analysis Using the Riesz-Laplace Wavelet Transform.
IEEE Trans. Image Process., 2009

Invariances, Laplacian-Like Wavelet Bases, and the Whitening of Fractal Processes.
IEEE Trans. Image Process., 2009

Variational B-Spline Level-Set: A Linear Filtering Approach for Fast Deformable Model Evolution.
IEEE Trans. Image Process., 2009

Laser Doppler imaging for intraoperative human brain mapping.
NeuroImage, 2009

Gabor wavelet analysis and the fractional Hilbert transform
CoRR, 2009

Steerable Features for Statistical 3D Dendrite Detection.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Zero-Order-Free Image Reconstruction in Digital Holographic Microscopy.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Fast Haar-Wavelet Denoising of Multidimensional Fluorescence Microscopy Data.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Wavelet-Regularized Reconstruction for Rapid MRI.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Time Resolved Fluorescence Diffuse Optical Tomography Using Multi-Resolution Exponential B-Splines.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Integrated Modeling and Reconstruction with Sparsity Constraints for FDOT.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Steerable Filters for Orientation Estimation and Localization of Fluorescent Dipoles.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Higher-order riesz transforms and steerablewavelet frames.
Proceedings of the International Conference on Image Processing, 2009

Fractional Laplacian pyramids.
Proceedings of the International Conference on Image Processing, 2009

The fractional Hilbert transform and dual-tree Gabor-like wavelet analysis.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
Nonideal Sampling and Regularization Theory.
IEEE Trans. Signal Process., 2008

Dynamic PET Reconstruction Using Wavelet Regularization With Adapted Basis Functions.
IEEE Trans. Medical Imaging, 2008

A Fast Thresholded Landweber Algorithm for Wavelet-Regularized Multidimensional Deconvolution.
IEEE Trans. Image Process., 2008

Complex Wavelet Bases, Steerability, and the Marr-Like Pyramid.
IEEE Trans. Image Process., 2008

The Pairing of a Wavelet Basis With a Mildly Redundant Analysis via Subband Regression.
IEEE Trans. Image Process., 2008

Snakuscules.
IEEE Trans. Image Process., 2008

Monte-Carlo Sure: A Black-Box Optimization of Regularization Parameters for General Denoising Algorithms.
IEEE Trans. Image Process., 2008

Model-Based 2.5-D Deconvolution for Extended Depth of Field in Brightfield Microscopy.
IEEE Trans. Image Process., 2008

A Generalized Sampling Method for Finite-Rate-of-Innovation-Signal Reconstruction.
IEEE Signal Process. Lett., 2008

Fast Computation of Polyharmonic B-Spline Autocorrelation Filters.
IEEE Signal Process. Lett., 2008

False Discovery Rate for Wavelet-Based Statistical Parametric Mapping.
IEEE J. Sel. Top. Signal Process., 2008

Short basis functions for constant-variance interpolation.
Proceedings of the Medical Imaging 2008: Image Processing, 2008

A fast thresholded Landweber algorithm for general wavelet bases: Application to 3D deconvolution microscopy.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Innovation modelling and wavelet analysis of fractal processes in bio-imaging.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Theoretical analysis of complex-conjugate-ambiguity suppression in frequency-domain optical-coherence tomography.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Deconvolution of 3D fluorescence micrographs with automatic risk minimization.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Multiframe sure-let denoising of timelapse fluorescence microscopy images.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Variational B-spline level-set method for fast image segmentation.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

A spline-based forward model for Optical Diffuse Tomography.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

An accurate PSF model with few parameters for axially shift-variant deconvolution.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Recursive risk estimation for non-linear image deconvolution with a wavelet-domain sparsity constraint.
Proceedings of the International Conference on Image Processing, 2008

The Marr wavelet pyramid.
Proceedings of the International Conference on Image Processing, 2008

Fast adaptive elliptical filtering using box splines.
Proceedings of the International Conference on Image Processing, 2008

Consistent and regularized magnification of images.
Proceedings of the International Conference on Image Processing, 2008

Performance analysis of the cepstral technique for frequency-domain optical-coherence tomography.
Proceedings of the IEEE International Conference on Acoustics, 2008

Blind optimization of algorithm parameters for signal denoising by Monte-Carlo SURE.
Proceedings of the IEEE International Conference on Acoustics, 2008

Construction of Hilbert transform pairs of wavelet bases and optimal time-frequency localization.
Proceedings of the IEEE International Conference on Acoustics, 2008

The Marr wavelet pyramid and multiscale directional image analysis.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

The monogenic Riesz-Laplace wavelet transform.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

Parametric B-spline snakes on distance maps - Application to segmentation of histology images.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007
Generalized Daubechies Wavelet Families.
IEEE Trans. Signal Process., 2007

Self-Similarity: Part I-Splines and Operators.
IEEE Trans. Signal Process., 2007

Consistent Sampling and Signal Recovery.
IEEE Trans. Signal Process., 2007

Self-Similarity: Part II-Optimal Estimation of Fractal Processes.
IEEE Trans. Signal Process., 2007

BSLIM: Spectral Localization by Imaging With Explicit B<sub>0</sub> Field Inhomogeneity Compensation.
IEEE Trans. Medical Imaging, 2007

Full Motion and Flow Field Recovery From Echo Doppler Data.
IEEE Trans. Medical Imaging, 2007

A New SURE Approach to Image Denoising: Interscale Orthonormal Wavelet Thresholding.
IEEE Trans. Image Process., 2007

WSPM: Wavelet-based statistical parametric mapping.
NeuroImage, 2007

Wavelet-based multi-resolution statistics for optical imaging signals: Application to automated detection of odour activated glomeruli in the mouse olfactory bulb.
NeuroImage, 2007

Fast Wavelet-Regularized Image Deconvolution.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Wavelet-Based Statistical Analysis for Optical Imaging in Mouse Olfactory Bulb.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Non-Iterative Exact Signal Recovery in Frequency Domain Optical Coherence Tomography.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Regularized Interpolation for Noisy Data.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Sub-Resolution Maximum-Likelihood Based Localization of Fluorescent Nanoparticles in Three Dimensions.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

A New Technique for High-Resolution Frequency Domain Optical Coherence Tomography.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
From differential equations to the construction of new wavelet-like bases.
IEEE Trans. Signal Process., 2006

Nonideal sampling and interpolation from noisy observations in shift-invariant spaces.
IEEE Trans. Signal Process., 2006

Polyharmonic smoothing splines and the multidimensional Wiener filtering of fractal-like signals.
IEEE Trans. Image Process., 2006

3-D shape estimation of DNA molecules from stereo cryo-electron micro-graphs using a projection-steerable snake.
IEEE Trans. Image Process., 2006

The colored revolution of bioimaging.
IEEE Signal Process. Mag., 2006

Matérn B-splines and the optimal reconstruction of signals.
IEEE Signal Process. Lett., 2006

An Optimized Spline-Based Registration of a 3D CT to a Set of C-Arm Images.
Int. J. Biomed. Imaging, 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.
Proceedings of the Biomedical Image Registration, Third International Workshop, 2006

A strategy based on maximum spanning trees to stitch together microscope images.
Proceedings of the Medical Imaging 2006: Image Processing, 2006

Improved MRSI with field inhomogeneity compensation.
Proceedings of the Medical Imaging 2006: Image Processing, 2006

Full flow/motion-field recovery from pulsed-wave ultrasound Doppler data.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Joint texture and topography estimation for extended depth of field in brightfield microscopy.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

The Snakuscule.
Proceedings of the International Conference on Image Processing, 2006

Sure-Based Wavelet Thresholding Integrating Inter-Scale Dependencies.
Proceedings of the International Conference on Image Processing, 2006

Efficient Reconstruction of Hexagonally Sampled Data using Three-Directional Box-Splines.
Proceedings of the International Conference on Image Processing, 2006

WSPM or How to Obtain Statistical Parametric Maps using Shift-Invariant Wavelet Processing.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Wavelet-Based Detection of Stimulus Responses in Time-Lapse Microscopy.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Non-Ideal Sampling and Adapted Reconstruction Using the Stochastic Matern Model.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Optimal Interpolation of Fractional Brownian Motion Given Its Noisy Samples.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Locally adaptive smoothing method based on B-splines.
Proceedings of the Computational Modeling of Objects Represented in Images-Fundamentals, 2006

2005
Generalized smoothing splines and the optimal discretization of the Wiener filter.
IEEE Trans. Signal Process., 2005

Cardinal exponential splines: part I - theory and filtering algorithms.
IEEE Trans. Signal Process., 2005

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

Spatio-temporal nonrigid registration for ultrasound cardiac motion estimation.
IEEE Trans. Medical Imaging, 2005

Isotropic polyharmonic B-splines: scaling functions and wavelets.
IEEE Trans. Image Process., 2005

Myocardial motion analysis from B-mode echocardiograms.
IEEE Trans. Image Process., 2005

Automatic Tracking of Individual Fluorescence Particles: Application to the Study of Chromosome Dynamics.
IEEE Trans. Image Process., 2005

Robust real-time segmentation of images and videos using a smooth-spline snake-based algorithm.
IEEE Trans. Image Process., 2005

An orthogonal family of quincunx wavelets with continuously adjustable order.
IEEE Trans. Image Process., 2005

Variational image reconstruction from arbitrarily spaced samples: a fast multiresolution spline solution.
IEEE Trans. Image Process., 2005

Elastic registration of biological images using vector-spline regularization.
IEEE Trans. Biomed. Eng., 2005

On the multidimensional extension of the quincunx subsampling matrix.
IEEE Signal Process. Lett., 2005

Sampling in practice: is the best reconstruction space bandlimited?
Proceedings of the 2005 International Conference on Image Processing, 2005

Beyond interpolation: optimal reconstruction by quasi-interpolation.
Proceedings of the 2005 International Conference on Image Processing, 2005

Three-dimensional feature detection using optimal steerable filters.
Proceedings of the 2005 International Conference on Image Processing, 2005

Generalized Daubechies wavelets.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Exponential-spline wavelet bases.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004
Hex-splines: a novel spline family for hexagonal lattices.
IEEE Trans. Image Process., 2004

Multiresolution moment filters: theory and applications.
IEEE Trans. Image Process., 2004

Efficient energies and algorithms for parametric snakes.
IEEE Trans. Image Process., 2004

Linear interpolation revitalized.
IEEE Trans. Image Process., 2004

Design of Steerable Filters for Feature Detection Using Canny-Like Criteria.
IEEE Trans. Pattern Anal. Mach. Intell., 2004

Integrated wavelet processing and spatial statistical testing of fMRI data.
NeuroImage, 2004

Myocardial Motion and Strain Rate Analysis from Ultrasound Sequences.
Proceedings of the Complex Motion, First International Workshop, 2004

Wavelet-Based fMRI Statistical Analysis and Spatial Interpretation: A Unifying Approach.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Bimodal Myocardial Motion Analysis from B-mode and Tissue Doppler Ultrasound.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

On the Feasibility of Axial Tracking of Fluorescent Nano-Particles Using a Defocusing Model.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Neurite Tracing in Fluorescence Microscopy Images using Ridge Filtering and Graph Searching: Principles and Validation.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Extended Depth-of-Focus for Multi-Channel Microscopy Images: A Complex Wavelet Approach.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Isotropic-polyharmonic B-splines and wavelets.
Proceedings of the 2004 International Conference on Image Processing, 2004

Shape estimation of 3-D DNA molecules from stereo cryo-electron micro-graphs.
Proceedings of the 2004 International Conference on Image Processing, 2004

Polyharmonic smoothing splines for multi-dimensional signals with 1/ ‖ω‖<sup>τ</sup>-like spectra [image denoising applications].
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Quantitative L<sup>2</sup> approximation error of a probability density estimate given by its samples.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

High-quality causal interpolation for online unidimensional signal processing.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

2003
Wavelet theory demystified.
IEEE Trans. Signal Process., 2003

Wavelets in Medical Imaging.
IEEE Trans. Medical Imaging, 2003

Mathematical properties of the JPEG2000 wavelet filters.
IEEE Trans. Image Process., 2003

Precision isosurface rendering of 3D image data.
IEEE Trans. Image Process., 2003

A note on cubic convolution interpolation.
IEEE Trans. Image Process., 2003

Fresnelets: new multiresolution wavelet bases for digital holography.
IEEE Trans. Image Process., 2003

Fast parametric elastic image registration.
IEEE Trans. Image Process., 2003

Complete parameterization of piecewise-polynomial interpolation kernels.
IEEE Trans. Image Process., 2003

Teaching image-processing programming in Java.
IEEE Signal Process. Mag., 2003

A Novel Approach to Neurite Tracing in Fluorescence Microscopy Images.
Proceedings of the Signal and Image Processing (SIP 2003), 2003

Myocardial motion analysis and visualization from echocardiograms.
Proceedings of the Medical Imaging 2003: Image Processing, 2003

Multiresolution-based registration of a volume to a set of its projections.
Proceedings of the Medical Imaging 2003: Image Processing, 2003

Multidimensional, multistage wavelet footprints: a new tool for image segmentation and feature extraction in medical ultrasound.
Proceedings of the Medical Imaging 2003: Image Processing, 2003

Smoothing B-spline active contour for fast and robust image and video segmentation.
Proceedings of the 2003 International Conference on Image Processing, 2003

Optimal steerable filters for feature detection.
Proceedings of the 2003 International Conference on Image Processing, 2003

Recursive filtering for splines on hexagonal lattices.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Interpolation of signals by generalized piecewise-linear multiple generators.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

A complete family of scaling functions: the (α, τ)-fractional splines.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Splines and Wavelets: New Perspectives for Pattern Recognition.
Proceedings of the Pattern Recognition, 2003

2002
Generalized sampling: a variational approach .II. Applications.
IEEE Trans. Signal Process., 2002

Generalized sampling: a variational approach .I. Theory.
IEEE Trans. Signal Process., 2002

Sampling of periodic signals: a quantitative error analysis.
IEEE Trans. Signal Process., 2002

Wavelets, fractals, and radial basis functions.
IEEE Trans. Signal Process., 2002

Wavelet compression of Four-Dimensional Arbitrarily Size Echocardiographic Data.
IEEE Trans. Medical Imaging, 2002

First IEEE Symposium on Biomedical Imaging.
IEEE Trans. Medical Imaging, 2002

Discretization of the Radon transform and of its inverse by spline convolutions.
IEEE Trans. Medical Imaging, 2002

<sub>p</sub>-multiresolution analysis: how to reduce ringing and sparsify the error.
IEEE Trans. Image Process., 2002

Continuous wavelet transform with arbitrary scales and O(N) complexity.
Signal Process., 2002

Splines: a perfect fit for medical imaging.
Proceedings of the Medical Imaging 2002: Image Processing, 2002

Filter design for filtered back-projection guided by the interpolation model.
Proceedings of the Medical Imaging 2002: Image Processing, 2002

Motion analysis of echocardiograms using a local-affine, spatio-temporal model.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

A novel non-diffractive reconstruction method for digital holographic microscopy.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

Cardiac ultrasound motion detection by elastic registration exploiting temporal coherence.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

3-D reconstruction of DNA filaments from stereo cryo-electron micrographs.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

A new high-resolution processing method for the deconvolution of optical coherence tomography signals.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

Multiresolution moment filters.
Proceedings of the 2002 International Conference on Image Processing, 2002

How a simple shift can significantly improve the performance of linear interpolation.
Proceedings of the 2002 International Conference on Image Processing, 2002

Multigrid image reconstruction from arbitrarily spaced samples.
Proceedings of the 2002 International Conference on Image Processing, 2002

2001
Least-squares image resizing using finite differences.
IEEE Trans. Image Process., 2001

MOMS: maximal-order interpolation of minimal support.
IEEE Trans. Image Process., 2001

An Exact Method for Computing the Area Moments of Wavelet and Spline Curves.
IEEE Trans. Pattern Anal. Mach. Intell., 2001

Variational approach to tomographic reconstruction.
Proceedings of the Medical Imaging 2001: Image Processing, 2001

Multiresolution spline-based 3D/2D registration of CT volume and C-arm images for computer-assisted surgery.
Proceedings of the Medical Imaging 2001: Image Processing, 2001

Unifying approach and interface for spline-based snakes.
Proceedings of the Medical Imaging 2001: Image Processing, 2001

Cardiac Motion Analysis from Ultrasound Sequences Using Non-rigid Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001

High-quality isosurface rendering with exact gradient.
Proceedings of the 2001 International Conference on Image Processing, 2001

Easy Java programming for teaching image-processing.
Proceedings of the 2001 International Conference on Image Processing, 2001

Orthogonal quincunx wavelets with fractional orders.
Proceedings of the 2001 International Conference on Image Processing, 2001

2000
Interpolation Revisited.
IEEE Trans. Medical Imaging, 2000

Unwarping of Unidirectionally Distorted EPI Images.
IEEE Trans. Medical Imaging, 2000

Optimization of mutual information for multiresolution image registration.
IEEE Trans. Image Process., 2000

B-spline snakes: a flexible tool for parametric contour detection.
IEEE Trans. Image Process., 2000

Fractional Splines and Wavelets.
SIAM Rev., 2000

Sampling-50 years after Shannon.
Proc. IEEE, 2000

Exact Computation of Area Moments for Spline and Wavelet Curves.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Complete Parametrization of Piecewise Polynomial Interpolators According to Degree, Support, Regularity, and Order.
Proceedings of the 2000 International Conference on Image Processing, 2000

Multidimensional Elastic Registration of Images Using Splines.
Proceedings of the 2000 International Conference on Image Processing, 2000

Texture Mapping by Succesive Refinement.
Proceedings of the 2000 International Conference on Image Processing, 2000

Spline kernels for continuous-space image processing.
Proceedings of the IEEE International Conference on Acoustics, 2000

The fractional spline wavelet transform: definition end implementation.
Proceedings of the IEEE International Conference on Acoustics, 2000

Fractional derivatives, splines and tomography.
Proceedings of the 10th European Signal Processing Conference, 2000

Splines: A perfect fit for signal processing.
Proceedings of the 10th European Signal Processing Conference, 2000

Non-uniform to uniform grid conversion using least-squares splines.
Proceedings of the 10th European Signal Processing Conference, 2000

Analysis of fMRI data using spline wavelets.
Proceedings of the 10th European Signal Processing Conference, 2000

1999
Quantitative Fourier analysis of approximation techniques. II. Wavelets.
IEEE Trans. Signal Process., 1999

Quantitative Fourier analysis of approximation techniques. I. Interpolators and projectors.
IEEE Trans. Signal Process., 1999

Multichannel restoration with limited a priori information [electron microscopy of biological macromolecules].
IEEE Trans. Image Process., 1999

Centered pyramids.
IEEE Trans. Image Process., 1999

Splines: a perfect fit for signal and image processing.
IEEE Signal Process. Mag., 1999

Efficient Image Resizing Using Finite Differences.
Proceedings of the 1999 International Conference on Image Processing, 1999

Compensation of Unidirectional Geometric Distortion in EPI Using Spline Warping.
Proceedings of the 1999 International Conference on Image Processing, 1999

Generalized Interpolation: Higher Quality at no Additional Cost.
Proceedings of the 1999 International Conference on Image Processing, 1999

Wavelet Projections for Volume Rendering.
Proceedings of the 20th Annual Conference of the European Association for Computer Graphics, 1999

1998
Shift-orthogonal wavelet bases.
IEEE Trans. Signal Process., 1998

Multiresolution approximation using shifted splines.
IEEE Trans. Signal Process., 1998

Construction of biorthogonal wavelets starting from any two multiresolutions.
IEEE Trans. Signal Process., 1998

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

A pyramid approach to subpixel registration based on intensity.
IEEE Trans. Image Process., 1998

High-quality image resizing using oblique projection operators.
IEEE Trans. Image Process., 1998

Unsupervised connectivity-based thresholding segmentation of midsagittal brain MR images.
Comput. Biol. Medicine, 1998

An Efficient Mutual Information Optimizer for Multiresolution Image Registration.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

B-spline Snakes and a JAVA Interface: An Intuitive Tool for General Contour Outlining.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Minimum Support Interpolators with Optimum Approximation Properties.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Wavelets, filterbanks, and the Karhunen-Loève transform.
Proceedings of the 9th European Signal Processing Conference, 1998

1997
Rapid computation of the continuous wavelet transform by oblique projections.
IEEE Trans. Signal Process., 1997

Generalized sampling: stability and performance analysis.
IEEE Trans. Signal Process., 1997

On the approximation power of convolution-based least squares versus interpolation.
IEEE Trans. Signal Process., 1997

Fast continuous wavelet transform: A least-squares formulation.
Signal Process., 1997

Segmentation of Gated SPECT Images for Automatic Computation of Myocardial Volume and Ejection Fraction.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

Quantitative L2 Error Analysis for Interpolation Methods and Wavelt Expansions.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

Generalized sampling without bandlimiting constraints.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996
Approximation power of biorthogonal wavelet expansions.
IEEE Trans. Signal Process., 1996

Corrections to "Shift-Orthogonal Wavelet Bases Using Splines" [Erratum].
IEEE Signal Process. Lett., 1996

Shift-orthogonal wavelet bases using splines.
IEEE Signal Process. Lett., 1996

A review of wavelets in biomedical applications.
Proc. IEEE, 1996

Vanishing moments and the approximation power of wavelet expansions.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

A pyramid approach to sub-pixel image fusion based on mutual information.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Fast computation of the continuous wavelet transform through oblique projections.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

Near optimal geometric image scaling using oblique projection operators.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

1995
Convolution-based interpolation for fast, high-quality rotation of images.
IEEE Trans. Image Process., 1995

Enlargement or reduction of digital images with minimum loss of information.
IEEE Trans. Image Process., 1995

Texture classification and segmentation using wavelet frames.
IEEE Trans. Image Process., 1995

Multigrid adaptive image processing.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

Iterative multi-scale registration without landmarks.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

Analysis of functional magnetic resonance images by wavelet decomposition.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

Fast continuous wavelet transform.
Proceedings of the 1995 International Conference on Acoustics, 1995

Efficient geometric transformations and 3-D image registration.
Proceedings of the 1995 International Conference on Acoustics, 1995

1994
Fast implementation of the continuous wavelet transform with integer scales.
IEEE Trans. Signal Process., 1994

A general sampling theory for nonideal acquisition devices.
IEEE Trans. Signal Process., 1994

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

FIR approximations of inverse filters and perfect reconstruction filter banks.
Signal Process., 1994

Affine Transformations of Images: A Least Squares Formulation.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

1993
B-spline signal processing. II. Efficiency design and applications.
IEEE Trans. Signal Process., 1993

B-spline signal processing. I. Theory.
IEEE Trans. Signal Process., 1993

On the optimality of ideal filters for pyramid and wavelet signal approximation.
IEEE Trans. Signal Process., 1993

A family of polynomial spline wavelet transforms.
Signal Process., 1993

The L<sub>2</sub>-Polynomial Spline Pyramid.
IEEE Trans. Pattern Anal. Mach. Intell., 1993

Efficient dyadic wavelet transformation of images using interpolation filters.
Proceedings of the IEEE International Conference on Acoustics, 1993

Texture discrimination using wavelets.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1993

1992
On the asymptotic convergence of B-spline wavelets to Gabor functions.
IEEE Trans. Inf. Theory, 1992

Polynomial spline signal approximations: Filter design and asymptotic equivalence with Shannon's sampling theorem.
IEEE Trans. Inf. Theory, 1992

An improved least squares Laplacian pyramid for image compression.
Signal Process., 1992

Cardinal spline filters: Stability and convergence to the ideal sinc interpolator.
Signal Process., 1992

Polynomial spline signal processing algorithms.
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992

1991
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., 1991

Adaptive myocardial border tracking in M-mode echocardiograms.
Signal Process., 1991

Fast B-spline Transforms for Continuous Image Representation and Interpolation.
IEEE Trans. Pattern Anal. Mach. Intell., 1991

Recursive Regularization Filters: Design, Properties, and Applications.
IEEE Trans. Pattern Anal. Mach. Intell., 1991

1990
Weighted averaging of a set of noisy images for maximum signal-to-noise ratio.
IEEE Trans. Acoust. Speech Signal Process., 1990

Nonlinear operators for improving texture segmentation based on features extracted by spatial filtering.
IEEE Trans. Syst. Man Cybern., 1990

1989
Multiresolution Feature Extraction and Selection for Texture Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell., 1989

1988
Maximum likelihood estimation of liner signal parameters for Poisson processes.
IEEE Trans. Acoust. Speech Signal Process., 1988

Comments, with reply, on 'A new approach to recursive Fourier transform'.
Proc. IEEE, 1988

Karhunen-Loeve analysis of dynamic sequences of thermographic images for early breast cancer detection.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1988

A multi-resolution feature reduction technique for image segmentation with multiple components.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1988

1987
A family of discrete Fourier transforms with pseudo-cyclic convolution properties.
Proceedings of the IEEE International Conference on Acoustics, 1987

1986
Sum and Difference Histograms for Texture Classification.
IEEE Trans. Pattern Anal. Mach. Intell., 1986

1984
Feature extraction and decision procedure for automated inspection of textured materials.
Pattern Recognit. Lett., 1984


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