Michael A. Unser
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Engineering
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Applied Physics
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Engineering
Michael A. Unser's Degrees
- PhD Electrical Engineering University of Geneva
Why Is Michael A. Unser Influential?
(Suggest an Edit or Addition)Michael A. Unser's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- A pyramid approach to subpixel registration based on intensity (1998) (2653)
- Splines: a perfect fit for signal and image processing (1999) (1776)
- Deep Convolutional Neural Network for Inverse Problems in Imaging (2016) (1564)
- Texture classification and segmentation using wavelet frames (1995) (1564)
- Sampling-50 years after Shannon (2000) (1424)
- Design and validation of a tool for neurite tracing and analysis in fluorescence microscopy images (2004) (1352)
- B-SPLINE SIGNAL PROCESSING: PART I-THEORY (1993) (871)
- B-spline signal processing. I. Theory (1993) (844)
- Interpolation revisited [medical images application] (2000) (819)
- Experimental investigation of collagen waviness and orientation in the arterial adventitia using confocal laser scanning microscopy (2012) (818)
- A review of wavelets in biomedical applications (1996) (791)
- Optimization of mutual information for multiresolution image registration (2000) (783)
- A New SURE Approach to Image Denoising: Interscale Orthonormal Wavelet Thresholding (2007) (675)
- B-SPLINE SIGNAL PROCESSING: PART II-EFFICIENT DESIGN AND APPLICATIONS (1993) (646)
- B-spline signal processing. II. Efficiency design and applications (1993) (624)
- Fast B-spline Transforms for Continuous Image Representation and Interpolation (1991) (611)
- Sum and Difference Histograms for Texture Classification (1986) (596)
- Fast parametric elastic image registration (2003) (531)
- Low-bond axisymmetric drop shape analysis for surface tension and contact angle measurements of sessile drops (2010) (527)
- Interpolation Revisited (2000) (511)
- Convolutional Neural Networks for Inverse Problems in Imaging: A Review (2017) (478)
- Design of steerable filters for feature detection using canny-like criteria (2004) (462)
- Automatic tracking of individual fluorescence particles: application to the study of chromosome dynamics (2005) (460)
- Image Denoising in Mixed Poisson–Gaussian Noise (2011) (425)
- Wavelets in Medicine and Biology (1997) (424)
- A general sampling theory for nonideal acquisition devices (1994) (422)
- Image interpolation and resampling (2000) (388)
- Quantitative evaluation of software packages for single-molecule localization microscopy (2015) (365)
- Multiresolution Feature Extraction and Selection for Texture Segmentation (1989) (365)
- Complex wavelets for extended depth‐of‐field: A new method for the fusion of multichannel microscopy images (2004) (362)
- DeconvolutionLab2: An open-source software for deconvolution microscopy. (2017) (356)
- Elastic registration of biological images using vector-spline regularization (2005) (339)
- Monte-Carlo Sure: A Black-Box Optimization of Regularization Parameters for General Denoising Algorithms (2008) (336)
- Fractional Splines and Wavelets (2000) (334)
- On the asymptotic convergence of B-spline wavelets to Gabor functions (1992) (332)
- B-spline snakes: a flexible tool for parametric contour detection (2000) (329)
- Spatio-temporal nonrigid registration for ultrasound cardiac motion estimation (2005) (320)
- Local linear transforms for texture measurements (1986) (303)
- Transforms and Operators for Directional Bioimage Analysis: A Survey. (2016) (279)
- Linear interpolation revitalized (2004) (275)
- Sampling procedures in function spaces and asymptotic equivalence with shannon's sampling theory (1994) (270)
- Learning approach to optical tomography (2015) (267)
- A family of polynomial spline wavelet transforms (1993) (267)
- User‐friendly semiautomated assembly of accurate image mosaics in microscopy (2007) (261)
- Cardinal exponential splines: part I - theory and filtering algorithms (2005) (256)
- CNN-Based Projected Gradient Descent for Consistent CT Image Reconstruction (2017) (251)
- Fast $O(1)$ Bilateral Filtering Using Trigonometric Range Kernels (2011) (243)
- Fast interscale wavelet denoising of Poisson-corrupted images (2010) (231)
- Convolution-based interpolation for fast, high-quality rotation of images (1995) (230)
- A new resolution criterion based on spectral signal-to-noise ratios. (1987) (225)
- Efficient energies and algorithms for parametric snakes (2004) (224)
- MOMS: maximal-order interpolation of minimal support (2001) (223)
- 3‐D PSF fitting for fluorescence microscopy: implementation and localization application (2013) (221)
- A Fast Thresholded Landweber Algorithm for Wavelet-Regularized Multidimensional Deconvolution (2008) (220)
- Enlargement or reduction of digital images with minimum loss of information (1995) (219)
- Hessian-Based Norm Regularization for Image Restoration With Biomedical Applications (2012) (218)
- Effect of Aging on Elastin Functionality in Human Cerebral Arteries (2008) (217)
- Imaging cellular ultrastructures using expansion microscopy (U-ExM) (2018) (216)
- Phosphorylation does not prompt, nor prevent, the formation of alpha-synuclein toxic species in a rat model of Parkinson's disease. (2008) (208)
- Fast wavelet transformation of EEG. (1994) (208)
- Multiresolution Monogenic Signal Analysis Using the Riesz–Laplace Wavelet Transform (2009) (206)
- Recursive Regularization Filters: Design, Properties, and Applications (1991) (203)
- Complex-wave retrieval from a single off-axis hologram. (2004) (202)
- Unwarping of unidirectionally distorted EPI images (2000) (199)
- Realistic Analytical Phantoms for Parallel Magnetic Resonance Imaging (2012) (194)
- Cardinal spline filters: Stability and convergence to the ideal sinc interpolator (1992) (190)
- Variational B-Spline Level-Set: A Linear Filtering Approach for Fast Deformable Model Evolution (2009) (189)
- Molecular substructure of a viral receptor-recognition protein. The gp17 tail-fiber of bacteriophage T7. (1988) (188)
- Wavelet theory demystified (2003) (186)
- The L2-Polynomial Spline Pyramid (1993) (186)
- Quantitative Fourier analysis of approximation techniques. I. Interpolators and projectors (1999) (185)
- The colored revolution of bioimaging (2006) (177)
- Fresnelets: new multiresolution wavelet bases for digital holography (2003) (175)
- Mathematical properties of the JPEG2000 wavelet filters (2003) (174)
- Myocardial motion analysis from B-mode echocardiograms (2005) (174)
- Generalized Daubechies Wavelet Families (2007) (172)
- Families of multiresolution and wavelet spaces with optimal properties (1993) (167)
- Statistical analysis of functional MRI data in the wavelet domain (1998) (167)
- Ten good reasons for using spline wavelets (1997) (163)
- Autofocus for digital Fresnel holograms by use of a Fresnelet-sparsity criterion. (2004) (162)
- A Fast Wavelet-Based Reconstruction Method for Magnetic Resonance Imaging (2011) (160)
- Polynomial spline signal approximations: Filter design and asymptotic equivalence with Shannon's sampling theorem (1992) (155)
- An Introduction to Sparse Stochastic Processes (2014) (154)
- FALCON: fast and unbiased reconstruction of high-density super-resolution microscopy data (2014) (152)
- Super-resolution fight club: Assessment of 2D & 3D single-molecule localization microscopy software (2019) (145)
- A Generalized Sampling Theory without bandlimiting constraints (1998) (145)
- Hessian Schatten-Norm Regularization for Linear Inverse Problems (2012) (141)
- Model-Based 2.5-D Deconvolution for Extended Depth of Field in Brightfield Microscopy (2008) (140)
- Isotropic polyharmonic B-splines: scaling functions and wavelets (2005) (138)
- Circadian gene expression is resilient to large fluctuations in overall transcription rates (2009) (135)
- Approximation Error for Quasi-Interpolators and (Multi-)Wavelet Expansions (1999) (134)
- Suppression of the zero-order term in off-axis digital holography through nonlinear filtering. (2009) (128)
- Optical Tomographic Image Reconstruction Based on Beam Propagation and Sparse Regularization (2016) (127)
- Least-squares image resizing using finite differences (2001) (126)
- A chemostat array enables the spatio-temporal analysis of the yeast proteome (2013) (124)
- On the optimality of ideal filters for pyramid and wavelet signal approximation (1993) (120)
- Approximation power of biorthogonal wavelet expansions (1996) (119)
- Wavelet Applications in Signal and Image Processing III (1994) (115)
- A note on cubic convolution interpolation (2003) (115)
- Structure Tensor Total Variation (2015) (114)
- Fast implementation of the continuous wavelet transform with integer scales (1994) (107)
- Wavelet Steerability and the Higher-Order Riesz Transform (2010) (106)
- A pyramid approach to sub-pixel image fusion based on mutual information (1996) (106)
- On the approximation power of convolution-based least squares versus interpolation (1997) (105)
- Super-resolution orientation estimation and localization of fluorescent dipoles using 3-D steerable filters. (2009) (104)
- Joint image reconstruction and segmentation using the Potts model (2014) (104)
- Polynomial splines and wavelets: a signal processing perspective (1993) (102)
- Hex-splines: a novel spline family for hexagonal lattices (2004) (99)
- A maximum-likelihood formalism for sub-resolution axial localization of fluorescent nanoparticles. (2005) (98)
- Nonideal sampling and interpolation from noisy observations in shift-invariant spaces (2006) (96)
- Splines Are Universal Solutions of Linear Inverse Problems with Generalized TV Regularization (2016) (96)
- Approximate Message Passing With Consistent Parameter Estimation and Applications to Sparse Learning (2012) (96)
- Autonomous and self-sustained circadian oscillators displayed in human islet cells (2012) (96)
- Cardinal exponential splines: part II - think analog, act digital (2005) (94)
- The fractional spline wavelet transform: definition end implementation (2000) (92)
- Steerable Pyramids and Tight Wavelet Frames in $L_{2}({\BBR}^{d})$ (2011) (90)
- Controlled exchange of chromosomal arms reveals principles driving telomere interactions in yeast. (2008) (88)
- A Unifying Parametric Framework for 2D Steerable Wavelet Transforms (2013) (88)
- Variational image reconstruction from arbitrarily spaced samples: a fast multiresolution spline solution (2005) (87)
- Quantitative Fourier analysis of approximation techniques. II. Wavelets (1999) (86)
- SURE-LET for Orthonormal Wavelet-Domain Video Denoising (2010) (86)
- Integrated wavelet processing and spatial statistical testing of fMRI data (2004) (84)
- Stressed mycobacteria use the chaperone ClpB to sequester irreversibly oxidized proteins asymmetrically within and between cells. (2015) (83)
- An efficient mutual information optimizer for multiresolution image registration (1998) (82)
- Teaching image-processing programming in Java (2003) (81)
- Unsupervised connectivity-based thresholding segmentation of midsagittal brain MR images (1998) (81)
- Poisson Image Reconstruction With Hessian Schatten-Norm Regularization (2013) (80)
- A representer theorem for deep neural networks (2018) (80)
- Robust real-time segmentation of images and videos using a smooth-spline snake-based algorithm (2005) (80)
- Families of wavelet transforms in connection with Shannon's sampling theory and the Gabor transform (1993) (80)
- Multiresolution image registration procedure using spline pyramids (1993) (79)
- Generalized sampling: stability and performance analysis (1997) (79)
- Generalized smoothing splines and the optimal discretization of the Wiener filter (2005) (77)
- Snakes on a Plane: A perfect snap for bioimage analysis (2015) (77)
- Continuous wavelet transform with arbitrary scales and O(N) complexity (2002) (76)
- Cardiac Motion Analysis from Ultrasound Sequences Using Non-rigid Registration (2001) (75)
- Dynamic PET Reconstruction Using Wavelet Regularization With Adapted Basis Functions (2008) (74)
- Steerable Pyramids and Tight Wavelet Frames in (2011) (73)
- One-Bit Measurements With Adaptive Thresholds (2012) (73)
- Lung Tissue Classification Using Wavelet Frames (2007) (72)
- Time-Dependent Deep Image Prior for Dynamic MRI (2019) (72)
- An orthogonal family of quincunx wavelets with continuously adjustable order (2005) (72)
- Iterative multi-scale registration without landmarks (1995) (71)
- High-quality image resizing using oblique projection operators (1998) (70)
- A Unified Formulation of Gaussian Versus Sparse Stochastic Processes—Part I: Continuous-Domain Theory (2011) (70)
- Stochastic Models for Sparse and Piecewise-Smooth Signals (2011) (69)
- A Fast Multilevel Algorithm for Wavelet-Regularized Image Restoration (2009) (69)
- Construction of Hilbert Transform Pairs of Wavelet Bases and Gabor-Like Transforms (2009) (69)
- Recursive risk estimation for non-linear image deconvolution with a wavelet-domain sparsity constraint (2008) (68)
- ON THE APPROXIMATION OF THE DISCRETE KARHUNEN-LOEVE TRANSFORM FOR STATIONARY PROCESSES (1984) (67)
- Wavelets, fractals, and radial basis functions (2002) (67)
- Activelets: Wavelets for sparse representation of hemodynamic responses (2011) (66)
- Discretization of the radon transform and of its inverse by spline convolutions (2002) (64)
- Pancreatic α- and β-cellular clocks have distinct molecular properties and impact on islet hormone secretion and gene expression. (2017) (63)
- Full Motion and Flow Field Recovery From Echo Doppler Data (2007) (63)
- Fast Gabor-like windowed Fourier and continuous wavelet transforms (1994) (62)
- Spectral signal-to-noise ratio and resolution assessment of 3D reconstructions. (2005) (62)
- Nonlinear operators for improving texture segmentation based on features extracted by spatial filtering (1990) (62)
- A Guided Tour of Selected Image Processing and Analysis Methods for Fluorescence and Electron Microscopy (2016) (61)
- Discrete spline filters for multiresolutions and wavelets of l 2 (1994) (61)
- Registration and statistical analysis of PET images using the wavelet transform (1995) (60)
- Spline Pyramids for Inter-Modal Image Registration Using Mutual Information (1997) (59)
- CryoGAN: A New Reconstruction Paradigm for Single-Particle Cryo-EM via Deep Adversarial Learning (2020) (58)
- Generalized interpolation: Higher quality at no additional cost (1999) (58)
- The Ovuscule (2011) (58)
- Splines: a perfect fit for medical imaging (2002) (57)
- DeepImageJ: A user-friendly environment to run deep learning models in ImageJ (2021) (57)
- Snakes With an Ellipse-Reproducing Property (2012) (56)
- Multiframe sure-let denoising of timelapse fluorescence microscopy images (2008) (55)
- Imaging neural activity in the ventral nerve cord of behaving adult Drosophila (2018) (54)
- Complex Wavelet Bases, Steerability, and the Marr-Like Pyramid (2008) (54)
- Compressibility of Deterministic and Random Infinite Sequences (2011) (54)
- A Review of Convolutional Neural Networks for Inverse Problems in Imaging (2017) (53)
- Generalized sampling: a variational approach .I. Theory (2002) (52)
- Wavelets in Medical Imaging (2003) (52)
- Quantitative Fourier Analysis of Approximation Techniques : Part II — Wavelets (1999) (51)
- Nonideal Sampling and Regularization Theory (2008) (51)
- Multiresolution moment filters: theory and applications (2004) (51)
- On the Shiftability of Dual-Tree Complex Wavelet Transforms (2009) (51)
- Self-Similarity: Part I—Splines and Operators (2007) (50)
- Halton Sampling for Image Registration Based on Mutual Information (2006) (50)
- A Generalized Sampling Method for Finite-Rate-of-Innovation-Signal Reconstruction (2008) (50)
- An Efficient Numerical Method for General $L_{p}$ Regularization in Fluorescence Molecular Tomography (2010) (50)
- A Unified Formulation of Gaussian Versus Sparse Stochastic Processes—Part II: Discrete-Domain Theory (2011) (49)
- From differential equations to the construction of new wavelet-like bases (2006) (49)
- Self-Supervised Deep Active Accelerated MRI (2019) (49)
- 3D reconstruction and comparison of shapes of DNA minicircles observed by cryo-electron microscopy (2006) (49)
- Steerable Features for Statistical 3D Dendrite Detection (2009) (48)
- Polynomial representation of pictures (1986) (48)
- Four-dimensional wavelet compression of arbitrarily sized echocardiographic data (2002) (48)
- Aging studies on normal lens using the Scheimpflug slit-lamp camera. (1993) (48)
- Self-Similarity: Part II—Optimal Estimation of Fractal Processes (2007) (48)
- WSPM: Wavelet-based statistical parametric mapping (2007) (48)
- Wavelet Shrinkage With Consistent Cycle Spinning Generalizes Total Variation Denoising (2012) (47)
- A multiresolution approach to orientation assignment in 3D electron microscopy of single particles. (2004) (46)
- Feature extraction and decision procedure for automated inspection of textured materials (1984) (46)
- Consistent Sampling and Signal Recovery (2007) (46)
- Convex Generalizations of Total Variation Based on the Structure Tensor with Applications to Inverse Problems (2013) (46)
- Ellipse-preserving Hermite interpolation and subdivision (2014) (45)
- Publisher Correction: Super-resolution fight club: assessment of 2D and 3D single-molecule localization microscopy software (2019) (45)
- RECURSION IN SHORT-TIME SIGNAL ANALYSIS (1983) (44)
- Three-dimensional feature detection using optimal steerable filters (2005) (43)
- Beyond interpolation: optimal reconstruction by quasi-interpolation (2005) (43)
- Fast iterative reconstruction of differential phase contrast X-ray tomograms. (2013) (43)
- BSLIM: Spectral Localization by Imaging With Explicit $B_{0}$ Field Inhomogeneity Compensation (2007) (43)
- A Unifying Representer Theorem for Inverse Problems and Machine Learning (2019) (43)
- Surfing the brain (2006) (42)
- Quantitative morphometrical characterization of human pronuclear zygotes. (2008) (42)
- Unsupervised image classification of medical ultrasound data by multiresolution elastic registration. (2006) (42)
- Complex B-splines (2006) (41)
- An improved least squares Laplacian pyramid for image compression (1992) (41)
- Generalized Sampling : A Variational Approach — Part I : Theory (2001) (41)
- On the multidimensional extension of the quincunx subsampling matrix (2005) (41)
- DeepImageJ: A user-friendly plugin to run deep learning models in ImageJ (2019) (41)
- Complete parameterization of piecewise-polynomial interpolation kernels (2003) (41)
- Sparsity-Driven Reconstruction for FDOT With Anatomical Priors (2011) (41)
- 3D Steerable Wavelets in Practice (2012) (41)
- Wavelet-regularized reconstruction for rapid MRI (2009) (41)
- 3D high-density localization microscopy using hybrid astigmatic/ biplane imaging and sparse image reconstruction. (2014) (40)
- Unifying approach and interface for spline-based snakes (2001) (40)
- Extended depth-of-focus for multi-channel microscopy images: a complex wavelet approach (2004) (40)
- The spectral signal-to-noise ratio resolution criterion: computational efficiency and statistical precision. (1989) (40)
- Snakuscules (2008) (40)
- Continuous-Domain Solutions of Linear Inverse Problems With Tikhonov Versus Generalized TV Regularization (2018) (39)
- Construction of fractional spline wavelet bases (1999) (39)
- Sparse Stochastic Processes and Discretization of Linear Inverse Problems (2012) (39)
- Minimum support interpolators with optimum approximation properties (1998) (39)
- Multigrid adaptive image processing (1995) (39)
- Proximity operators for phase retrieval. (2016) (39)
- Spline pyramids for intermodal image registration using mutual information (1997) (38)
- Laser Doppler imaging for intraoperative human brain mapping (2009) (38)
- An Exact Method for Computing the Area Moments of Wavelet and Spline Curves (2001) (37)
- Construction of biorthogonal wavelets starting from any two multiresolutions (1998) (37)
- Efficient Inversion of Multiple-Scattering Model for Optical Diffraction Tomography (2017) (37)
- Bi-Exponential Edge-Preserving Smoother (2012) (37)
- Centered pyramids (1999) (37)
- On the Continuity of Characteristic Functionals and Sparse Stochastic Modeling (2014) (36)
- Pocket guide to solve inverse problems with GlobalBioIm (2018) (36)
- FlyLimbTracker: An active contour based approach for leg segment tracking in unmarked, freely behaving Drosophila (2016) (36)
- Sampling of periodic signals: a quantitative error analysis (2002) (36)
- A practical inverse-problem approach to digital holographic reconstruction. (2013) (35)
- Smoothing B-spline active contour for fast and robust image and video segmentation (2003) (35)
- Optical imaging using binary sensors. (2010) (35)
- Automated detection of the tongue surface in sequences of ultrasound images. (1992) (35)
- Generalized sampling: a variational approach .II. Applications (2002) (35)
- Extension of the Karhunen-Loeve transform for wavelets and perfect reconstruction filterbanks (1993) (35)
- Maximum likelihood estimation of liner signal parameters for Poisson processes (1988) (35)
- Steerable Wavelet Machines (SWM): Learning Moving Frames for Texture Classification (2017) (35)
- SPLINES : A PERFECT FIT FOR SIGNAL / IMAGE PROCESSING (1999) (34)
- The Pairing of a Wavelet Basis With a Mildly Redundant Analysis via Subband Regression (2008) (34)
- Vanishing moments and the approximation power of wavelet expansions (1996) (33)
- Exact and efficient signal reconstruction in frequency-domain optical-coherence tomography. (2008) (33)
- Invariances, Laplacian-Like Wavelet Bases, and the Whitening of Fractal Processes (2009) (33)
- Wavelet-based multi-resolution statistics for optical imaging signals: Application to automated detection of odour activated glomeruli in the mouse olfactory bulb (2007) (33)
- Fast Haar-wavelet denoising of multidimensional fluorescence microscopy data (2009) (33)
- Automated extraction of serial myocardial borders from M-mode echocardiograms. (1989) (33)
- 14 FROM LINEAR ADAPTIVE FILTERING TO NONLINEAR INFORMATION PROCESSING (2006) (32)
- Exponential Hermite splines for the analysis of biomedical images (2014) (32)
- Multiscale Motion Mapping: A Novel Computer Vision Technique for Quantitative, Objective Echocardiographic Motion Measurement Independent of Doppler First Clinical Description and Validation (2004) (32)
- A novel non-diffractive reconstruction method for digital holographic microscopy (2002) (32)
- FIR approximations of inverse filters and perfect reconstruction filter banks (1994) (32)
- Optimal background estimation in EELS. (1987) (32)
- A fast iterative thresholding algorithm for wavelet-regularized deconvolution (2007) (32)
- Representer Theorems for Sparsity-Promoting $\ell _{1}$ Regularization (2016) (31)
- Shift-orthogonal wavelet bases using splines (1996) (31)
- Spline-based image-to-volume registration for three-dimensional electron microscopy. (2005) (31)
- Odd men out: a quantitative objective procedure for identifying anomalous members of a set of noisy images of ostensibly identical specimens. (1986) (31)
- A complete family of scaling functions: the (/spl alpha/, /spl tau/)-fractional splines (2003) (31)
- 3D steerable wavelets and monogenic analysis for bioimaging (2011) (31)
- Generalized Sampling : A Variational Approach . Part II : Applications (2002) (30)
- Exact complex-wave reconstruction in digital holography. (2011) (29)
- Exponential splines and minimal-support bases for curve representation (2012) (29)
- Spline-Based Deforming Ellipsoids for Interactive 3D Bioimage Segmentation (2013) (29)
- Three-Dimensional Optical Diffraction Tomography With Lippmann-Schwinger Model (2019) (28)
- A Box Spline Calculus for the Discretization of Computed Tomography Reconstruction Problems (2012) (28)
- Coupled tomography and distinct-element-method approach to exploring the granular media microstructure in a jamming hourglass. (2008) (28)
- Multidimensional Lévy white noise in weighted Besov spaces (2016) (28)
- Fast Space-Variant Elliptical Filtering Using Box Splines (2010) (28)
- MMSE Estimation of Sparse Lévy Processes (2013) (28)
- Multidimensional elastic registration of images using splines (2000) (28)
- Wavelets, statistics, and biomedical applications (1996) (27)
- Spline-based framework for interactive segmentation in biomedical imaging (2013) (27)
- Optimized steerable wavelets for texture analysis of lung tissue in 3-D CT: Classification of usual interstitial pneumonia (2015) (27)
- A software solution for recording circadian oscillator features in time-lapse live cell microscopy (2010) (27)
- Rapid computation of the continuous wavelet transform by oblique projections (1997) (27)
- Multiresolution spline warping for EPI registration (1999) (26)
- Models for Fluorescence Microscopy in ImageJ (2011) (26)
- B-Spline-Based Exact Discretization of Continuous-Domain Inverse Problems With Generalized TV Regularization (2019) (26)
- On the Besov regularity of periodic Levy noises (2015) (26)
- Weighted averaging of a set of noisy images for maximum signal-to-noise ratio (1990) (26)
- On the Hilbert Transform of Wavelets (2011) (25)
- Deconvolution of 3D fluorescence micrographs with automatic risk minimization (2008) (25)
- Binary Compressed Imaging (2013) (25)
- Bayesian Denoising: From MAP to MMSE Using Consistent Cycle Spinning (2013) (25)
- Multi-CryoGAN: Reconstruction of Continuous Conformations in Cryo-EM Using Generative Adversarial Networks (2020) (25)
- Splines: A perfect fit for signal processing (2000) (25)
- Bayesian Estimation for Continuous-Time Sparse Stochastic Processes (2012) (25)
- Texture discrimination using wavelets (1993) (24)
- Fast 3D reconstruction method for differential phase contrast X-ray CT. (2016) (24)
- Learning Tomography Assessed Using Mie Theory (2018) (24)
- Deep Neural Networks With Trainable Activations and Controlled Lipschitz Constant (2020) (24)
- Variational Phase Imaging Using the Transport-of-Intensity Equation (2016) (24)
- Local demodulation of holograms using the Riesz transform with application to microscopy. (2012) (24)
- Multiresolution Subdivision Snakes (2017) (24)
- Generalized Sampling: A Variational Approach (2001) (23)
- Reconstruction of Large, Irregularly Sampled Multidimensional Images. A Tensor-Based Approach (2011) (23)
- A new high-resolution processing method for the deconvolution of optical coherence tomography signals (2002) (23)
- Computerized cataract detection and classification. (1990) (23)
- Which wavelet bases are the best for image denoising? (2005) (23)
- Hermite Snakes With Control of Tangents (2016) (23)
- Left-inverses of fractional Laplacian and sparse stochastic processes (2010) (23)
- Magnification mismatches between micrographs: corrective procedures and implications for structural analysis. (1992) (23)
- Spontaneous NA+ transients in individual mitochondria of intact astrocytes (2008) (22)
- Biomedical Image Reconstruction: From the Foundations to Deep Neural Networks (2019) (22)
- Oblique projections in discrete signal subspaces of l2 and the wavelet transform (1994) (22)
- Versatile reconstruction framework for diffraction tomography with intensity measurements and multiple scattering. (2018) (22)
- A sampling theory for non-decaying signals (2017) (22)
- Wavelet analysis of the Besov regularity of Lévy white noise (2018) (21)
- A Novel Approach to Neurite Tracing in Fluorescence Microscopy Images (2003) (21)
- Learning Activation Functions in Deep (Spline) Neural Networks (2020) (21)
- Sparsity and Infinite Divisibility (2014) (21)
- Exact Algorithms for L1-TV Regularization of Real-Valued or Circle-Valued Signals (2015) (21)
- GlobalBioIm: A Unifying Computational Framework for Solving Inverse Problems (2017) (21)
- An accurate PSF model with few parameters for axially shift-variant deconvolution (2008) (21)
- Polyharmonic smoothing splines and the multidimensional Wiener filtering of fractal-like signals (2006) (21)
- Anisotropic Interpolation of Sparse Generalized Image Samples (2013) (21)
- Fractional Brownian Vector Fields (2010) (21)
- Normalization procedures and factorial representations for classification of correlation-aligned images: a comparative study. (1989) (21)
- A Sampling Theory Approach for Continuous ARMA Identification (2011) (20)
- 3-D shape estimation of DNA molecules from stereo cryo-electron micro-graphs using a projection-steerable snake (2006) (20)
- Shift-orthogonal wavelet bases (1998) (20)
- Statistical analysis of image differences by wavelet decomposition (1994) (20)
- Optimized Kaiser–Bessel Window Functions for Computed Tomography (2015) (20)
- Quasi-Orthogonality and Quasi-Projections (1996) (20)
- On Regularized Reconstruction of Vector Fields (2011) (20)
- Harmonic singular integrals and steerable wavelets in L 2 ( R d ) ✩ (2013) (20)
- Compressed sensing for STEM tomography. (2017) (20)
- Interior Tomography Using 1D Generalized Total Variation. Part I: Mathematical Foundation (2015) (20)
- Filter design for filtered back-projection guided by the interpolation model (2002) (20)
- Super-resolution fight club: assessment of 2D and 3D single-molecule localization microscopy software (2019) (19)
- An Optimized Spline-Based Registration of a 3D CT to a Set of C-Arm Images (2006) (19)
- Elastic image registration of 2‐D gels for differential and repeatability studies (2008) (19)
- Use of the wavelet transform to investigate differences in brain PET images between patient groups (1993) (19)
- Shift-invariant Spaces from Rotation-covariant Functions (2008) (19)
- Design of Steerable Wavelets to Detect Multifold Junctions (2016) (19)
- Easy Java programming for teaching image-processing (2001) (19)
- Variational enhancement and denoising of flow field images (2011) (18)
- Generalized sampling without bandlimiting constraints (1997) (18)
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- Recent advances in biomedical imaging and signal analysis (2010) (0)
- From Nano to Macro: Overview of the IEEE Bio Image and Signal Processing Technical Committee (2022) (0)
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- Learning Steerable Wavelet Frames (2011) (0)
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- An Introduction to Sparse Stochastic Processes: Wavelet-domain methods (2014) (0)
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- False Discovery Rate for Wavelet-Based (2008) (0)
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- An Introduction to Sparse Stochastic Processes: Preface (2014) (0)
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- Sparse stochastic processes: A statistical framework for modern signal processing (2013) (0)
- Solving Continuous-Domain Inverse Problems Exactly with B-splines (2019) (0)
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- Dynamic Fourier ptychography with deep spatiotemporal priors (2023) (0)
- Left-inverses of fractional Laplacian and sparse stochastic processes (2011) (0)
- Bayesian Estimation for Continuous-Time Sparse (2012) (0)
- An Introduction to Sparse Stochastic Processes: Introduction (2014) (0)
- Phaseless diffraction tomography with regularized beam propagation (2018) (0)
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- Volumetric spectral signal-to-noise ratio (2004) (0)
- Matched Wavelet-Like Bases for the Decoupling of Sparse Stochastic Processes (2014) (0)
- A Statistical Framework to Investigate the Optimality of Neural Networks for Inverse Problems (2022) (0)
- A constrained method for lensless coherent imaging of thin samples. (2021) (0)
- Computer vision in echocardiography: Observer-independent, autonomous echo analysis using wavelet footprints (2003) (0)
- Inter-filament interactions in muscle visualized in frozen-hydrated thin-sections (1988) (0)
- Sparse Dictionaries for Continuous-Domain Inverse Problems (2019) (0)
- C. ROUX, Chairman Engineering in Medicine and Biology (2004) (0)
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