Guillermo Sapiro

Q: What Schools Are Affiliated With Guillermo Sapiro

Guillermo Sapiro is affiliated with the following schools: University of Minnesota, Technion – Israel Institute of Technology, Duke University

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Guillermo Sapiro

Engineering

#700

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#1127

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#189

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#218

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Guillermo Sapiro

Computer Science

#2124

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#2207

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#10

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#10

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#45

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#47

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Why Is Guillermo Sapiro Influential?

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According to Wikipedia, Guillermo Sapiro is an Israeli-Uruguayan computer scientist, electrical engineer and professor who has made notable contributions to image processing. He worked at The University of Minnesota for 15 years before becoming a professor at Duke University. He has also worked at Hewlett Packard Labs researching image processing and is known for being one of the people who originally developed the LOCO-I Compression Algorithm for lossless image compression while he was working there. He has also made significant contributions towards the development of the rotobrush tool in Adobe After Effects, which has been included in After Effects since version CS5. Adobe makes use of his research in various projects like Photoshop and also frequently hires his students. He also teaches a massive open online course through Coursera on image and video processing. The title of the course is "Image and video processing: From Mars to Hollywood with a stop at the hospital." He lives with his wife, older son, younger daughter, and a golden doodle named Inti.

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Guillermo Sapiro'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

Geodesic Active Contours (1995) (6334)
Image inpainting (2000) (3835)
Online Learning for Matrix Factorization and Sparse Coding (2009) (2562)
Online dictionary learning for sparse coding (2009) (2246)
A collaborative framework for 3D alignment and classification of heterogeneous subvolumes in cryo-electron tomography. (2013) (1948)
Sparse Representation for Computer Vision and Pattern Recognition (2010) (1839)
Sparse Representation for Color Image Restoration (2008) (1780)
Non-local sparse models for image restoration (2009) (1744)
The LOCO-I lossless image compression algorithm: principles and standardization into JPEG-LS (2000) (1662)
Simultaneous structure and texture image inpainting (2003) (1286)
Supervised Dictionary Learning (2008) (1166)
Navier-stokes, fluid dynamics, and image and video inpainting (2001) (1071)
Filling-in by joint interpolation of vector fields and gray levels (2001) (928)
Geometric partial differential equations and image analysis (2001) (889)
Discriminative learned dictionaries for local image analysis (2008) (832)
Molecular architecture of native HIV-1 gp120 trimers (2008) (812)
Classification and clustering via dictionary learning with structured incoherence and shared features (2010) (776)
Advances in diffusion MRI acquisition and processing in the Human Connectome Project (2013) (761)
Pushing spatial and temporal resolution for functional and diffusion MRI in the Human Connectome Project (2013) (711)
LOCO-I: a low complexity, context-based, lossless image compression algorithm (1996) (624)
Solving Inverse Problems With Piecewise Linear Estimators: From Gaussian Mixture Models to Structured Sparsity (2010) (587)
Fast image and video denoising via nonlocal means of similar neighborhoods (2005) (580)
Learning to Sense Sparse Signals: Simultaneous Sensing Matrix and Sparsifying Dictionary Optimization (2009) (577)
Learning Multiscale Sparse Representations for Image and Video Restoration (2007) (523)
Fast image and video colorization using chrominance blending (2006) (516)
A Geodesic Framework for Fast Interactive Image and Video Segmentation and Matting (2007) (500)
Anisotropic diffusion of multivalued images with applications to color filtering (1996) (484)
Video SnapCut: robust video object cutout using localized classifiers (2009) (470)
Deep Video Deblurring for Hand-Held Cameras (2017) (401)
Conformal Surface Parameterization for Texture Mapping (2000) (394)
Nonparametric Bayesian Dictionary Learning for Analysis of Noisy and Incomplete Images (2012) (392)
See all by looking at a few: Sparse modeling for finding representative objects (2012) (373)
Reconstruction of the orientation distribution function in single‐ and multiple‐shell q‐ball imaging within constant solid angle (2010) (364)
Creating connected representations of cortical gray matter for functional MRI visualization (1997) (356)
A Theoretical and Computational Framework for Isometry Invariant Recognition of Point Cloud Data (2005) (325)
Geodesic Matting: A Framework for Fast Interactive Image and Video Segmentation and Matting (2009) (305)
A Gromov-Hausdorff Framework with Diffusion Geometry for Topologically-Robust Non-rigid Shape Matching (2010) (304)
The development of gyrification in childhood and adolescence (2010) (299)
Variational Problems and Partial Differential Equations on Implicit Surfaces: Bye Bye Triangulated Surfaces? (2003) (298)
Coded aperture compressive temporal imaging (2013) (280)
Video Inpainting Under Constrained Camera Motion (2007) (279)
Non-Parametric Bayesian Dictionary Learning for Sparse Image Representations (2009) (276)
On affine plane curve evolution (1994) (274)
O(N) implementation of the fast marching algorithm (2006) (264)
A Comprehensive Framework for Image Inpainting (2010) (260)
Robust Large Margin Deep Neural Networks (2017) (255)
Structure and texture filling-in of missing image blocks in wireless transmission and compression applications (2003) (248)
Design of multishell sampling schemes with uniform coverage in diffusion MRI (2013) (240)
Minimal Surfaces Based Object Segmentation (1997) (239)
A geometric framework for channel network extraction from lidar: Nonlinear diffusion and geodesic paths (2010) (238)
A Variational Framework for Exemplar-Based Image Inpainting (2011) (233)
A subspace reverse-correlation technique for the study of visual neurons (1997) (225)
Color image enhancement via chromaticity diffusion (2001) (224)
Color Snakes (1997) (223)
Affine invariant scale-space (1993) (220)
Structural Mechanism of Trimeric HIV-1 Envelope Glycoprotein Activation (2012) (212)
Topological analysis of population activity in visual cortex. (2008) (205)
ODF reconstruction in q-ball imaging with solid angle consideration (2009) (191)
Shape preserving local histogram modification (1999) (188)
Learning Efficient Sparse and Low Rank Models (2012) (185)
C-HiLasso: A Collaborative Hierarchical Sparse Modeling Framework (2010) (184)
Interactive Image Segmentation via Adaptive Weighted Distances (2007) (182)
Deep Neural Networks with Random Gaussian Weights: A Universal Classification Strategy? (2015) (174)
Diffusion of General Data on Non-Flat Manifolds via Harmonic Maps Theory: The Direction Diffusion Case (2000) (174)
Video inpainting of occluding and occluded objects (2005) (171)
Video Compressive Sensing Using Gaussian Mixture Models (2014) (170)
A Convex Model for Nonnegative Matrix Factorization and Dimensionality Reduction on Physical Space (2011) (169)
Comprehensive in vivo Mapping of the Human Basal Ganglia and Thalamic Connectome in Individuals Using 7T MRI (2012) (166)
Classification and 3D averaging with missing wedge correction in biological electron tomography. (2008) (163)
Implementing continuous-scale morphology via curve evolution (1993) (161)
Morphing Active Contours (1999) (158)
Kernelized Probabilistic Matrix Factorization: Exploiting Graphs and Side Information (2012) (152)
Inpainting surface holes (2003) (151)
Fourth order partial differential equations on general geometries (2006) (150)
A Tetraploid Intermediate Precedes Aneuploid Formation in Yeasts Exposed to Fluconazole (2014) (148)
Compressive Sensing by Learning a Gaussian Mixture Model From Measurements (2015) (147)
A Hough transform global probabilistic approach to multiple-subject diffusion MRI tractography (2011) (145)
Sparse representations for image classification: learning discriminative and reconstructive non-parametric dictionaries (2008) (144)
Dictionary learning and sparse coding for unsupervised clustering (2010) (137)
Spatially Coherent Nonlinear Dimensionality Reduction and Segmentation of Hyperspectral Images (2007) (134)
DCT image denoising: a simple and effective image denoising algorithm (2011) (130)
Three-dimensional point cloud recognition via distributions of geometric distances (2008) (129)
Comparing point clouds (2004) (128)
Graph Matching: Relax at Your Own Risk (2014) (128)
Learning Discriminative Sparse Representations for Modeling, Source Separation, and Mapping of Hyperspectral Imagery (2011) (125)
Dictionary Learning for Noisy and Incomplete Hyperspectral Images (2012) (122)
Area and Length Preserving Geometric Invariant Scale-Spaces (1995) (122)
Is image steganography natural? (2005) (121)
Fast computation of weighted distance functions and geodesics on implicit hyper-surfaces: 730 (2001) (120)
Not Afraid of the Dark: NIR-VIS Face Recognition via Cross-Spectral Hallucination and Low-Rank Embedding (2016) (120)
Differential Invariant Signatures and Flows in Computer Vision: A Symmetry Group Approach (1994) (112)
A Shared Vision for Machine Learning in Neuroscience (2018) (109)
Sparse Modeling of Human Actions from Motion Imagery (2012) (108)
Invariant Geometric Evolutions of Surfaces and Volumetric Smoothing (1997) (108)
Robust Foreground Detection In Video Using Pixel Layers (2008) (108)
A Variational Framework for Simultaneous Motion Estimation and Restoration of Motion-Blurred Video (2007) (107)
Minimax Pareto Fairness: A Multi Objective Perspective (2020) (107)
Deep Learning with Hierarchical Convolutional Factor Analysis (2013) (106)
Image modeling and enhancement via structured sparse model selection (2010) (106)
Atomic Resolution Cryo-EM Structure of β-Galactosidase. (2018) (103)
A Convex Optimization Framework for Active Learning (2013) (103)
Dissimilarity-Based Sparse Subset Selection (2014) (102)
Vector (self) snakes: a geometric framework for color, texture, and multiscale image segmentation (1996) (101)
A Variational Framework for Non-local Image Inpainting (2009) (99)
Mathematical methods for diffusion MRI processing (2009) (98)
Finding Exemplars from Pairwise Dissimilarities via Simultaneous Sparse Recovery (2012) (97)
A geometric approach to segmentation and analysis of 3D medical images (1996) (97)
Histogram Modification via Differential Equations (1997) (97)
Vector-valued active contours (1996) (94)
Minimal surfaces: a geometric three dimensional segmentation approach (1997) (94)
Implicit brain imaging (2004) (94)
Feasibility of Using Ultra-High Field (7 T) MRI for Clinical Surgical Targeting (2012) (94)
Segmenting skin lesions with partial-differential-equations-based image processing algorithms (2000) (93)
Structure and accessibility of HA trimers on intact 2009 H1N1 pandemic influenza virus to stem region-specific neutralizing antibodies (2013) (92)
Edges as Outliers: Anisotropic Smoothing Using Local Image Statistics (1999) (92)
Visibility and its dynamics in a PDE based implicit framework (2004) (86)
Statistical Compressed Sensing of Gaussian Mixture Models (2011) (84)
Low-Cost Compressive Sensing for Color Video and Depth (2014) (83)
Shock Capturing, Level Sets and PDE Based Methods in Computer Vision and Image Processing: A Review (2003) (82)
Constant Affine Velocity Predicts the 1 3 Power Law of Planar Motion Perception and Generation (1997) (81)
Creating and parameterizing patient-specific deep brain stimulation pathway-activation models using the hyperdirect pathway as an example (2017) (80)
Detecting Adversarial Samples Using Influence Functions and Nearest Neighbors (2019) (79)
A variational model for filling-in gray level and color images (2001) (79)
Wavelet-domain reconstruction of lost blocks in wireless image transmission and packet-switched networks (2002) (79)
Protein secondary structure determination by constrained single-particle cryo-electron tomography. (2012) (78)
Learning transformations for clustering and classification (2013) (77)
On the affine heat equation for non-convex curves (1998) (77)
Explainable Artificial Intelligence for Neuroscience: Behavioral Neurostimulation (2019) (77)
Texture Synthesis for 3D Shape Representation (2003) (77)
Tradeoffs Between Convergence Speed and Reconstruction Accuracy in Inverse Problems (2016) (77)
Inpainting the colors (2005) (76)
Connecting the Out-of-Sample and Pre-Image Problems in Kernel Methods (2007) (74)
Dependent Hierarchical Beta Process for Image Interpolation and Denoising (2011) (74)
Computer vision analysis captures atypical attention in toddlers with autism (2019) (73)
New Possibilities with Sobolev Active Contours (2007) (73)
Solving variational problems and partial differential equations mapping into general target manifolds (2004) (73)
Continuous Dice Coefficient: a Method for Evaluating Probabilistic Segmentations (2018) (73)
Knowledge-based segmentation of SAR data with learned priors (2000) (71)
A Continuum Mechanical Approach to Geodesics in Shape Space (2011) (70)
Evaluation of JPEG-LS, the new lossless and controlled-lossy still image compression standard, for compression of high-resolution elevation data (2001) (67)
Hierarchical topological network analysis of anatomical human brain connectivity and differences related to sex and kinship (2012) (66)
Burst deblurring: Removing camera shake through fourier burst accumulation (2015) (66)
Automatic emotion and attention analysis of young children at home: a ResearchKit autism feasibility study (2018) (66)
Distance Functions and Geodesics on Submanifolds of Rd and Point Clouds (2005) (65)
Generalization Error of Invariant Classifiers (2016) (65)
Sparse representations for limited data tomography (2008) (65)
Real-time Online Singing Voice Separation from Monaural Recordings Using Robust Low-rank Modeling (2012) (63)
Hand-Held Video Deblurring Via Efficient Fourier Aggregation (2015) (63)
Evolutions of Planar Polygons (1995) (63)
Sparse Modeling of Intrinsic Correspondences (2012) (62)
Task-Driven Adaptive Statistical Compressive Sensing of Gaussian Mixture Models (2012) (61)
Color and Illuminant Voting (1999) (60)
Multiscale Sparse Image Representationwith Learned Dictionaries (2007) (60)
Dynamic Color Flow: A Motion-Adaptive Color Model for Object Segmentation in Video (2010) (59)
A system for the generation of curves on 3D brain images (2001) (59)
Collaborative hierarchical sparse modeling (2010) (58)
OLE: Orthogonal Low-rank Embedding, A Plug and Play Geometric Loss for Deep Learning (2017) (58)
From LOGO-I to the JPEG-LS standard (1999) (57)
Computer Vision Tools for Low-Cost and Noninvasive Measurement of Autism-Related Behaviors in Infants (2014) (57)
Color histogram equalization through mesh deformation (2003) (57)
Dissimilarity-Based Sparse Subset Selection (2015) (56)
From active contours to anisotropic diffusion: connections between basic PDE's in image processing (1996) (56)
A computer vision approach for the assessment of autism-related behavioral markers (2012) (55)
Stratification Learning: Detecting Mixed Density and Dimensionality in High Dimensional Point Clouds (2006) (54)
An MDL Framework for Sparse Coding and Dictionary Learning (2011) (54)
Affine Invariant Detection: Edge Maps, Anisotropic Diffusion, and Active Contours (1999) (53)
Fundamental Limits in Multi-Image Alignment (2016) (53)
Visualization of high dynamic range images (2002) (53)
Translated Poisson Mixture Model for Stratification Learning (2008) (53)
Anisotropic 2-D and 3-D averaging of fMRI signals (2001) (53)
Exemplar-Based Interpolation of Sparsely Sampled Images (2009) (52)
Patient-specific anatomical model for deep brain stimulation based on 7 Tesla MRI (2018) (52)
Adaptive temporal compressive sensing for video (2013) (51)
Development of algorithms for automated detection of cervical pre-cancers with a low-cost, point-of-care, Pocket colposcope (2018) (50)
A geometric method for automatic extraction of sulcal fundi (2006) (50)
Multiscale Representation and Segmentation of Hyperspectral Imagery Using Geometric Partial Differential Equations and Algebraic Multigrid Methods (2008) (50)
Region tracking on level-sets methods (1999) (50)
Vector Median Filters, Inf-Sup Operations, and Coupled PDE's: Theoretical Connections (2000) (49)
DCFNet: Deep Neural Network with Decomposed Convolutional Filters (2018) (48)
Simultaneous Object Classification and Segmentation With High-Order Multiple Shape Models (2010) (48)
Quantum computing at the frontiers of biological sciences (2019) (47)
If you are happy and you know it... tweet (2012) (47)
Measurement of cortical thickness from MRI by minimum line integrals on soft‐classified tissue (2009) (47)
Deep Video Deblurring (2016) (46)
Multiscale Fluctuation-Based Dispersion Entropy and Its Applications to Neurological Diseases (2019) (46)
GODIVA: Generating Open-DomaIn Videos from nAtural Descriptions (2021) (46)
Atypical postural control can be detected via computer vision analysis in toddlers with autism spectrum disorder (2018) (45)
Morse description and geometric encoding of digital elevation maps (2004) (45)
Affine-Invariant Distances, Envelopes and Symmetry Sets (1998) (45)
Evaluation of denoising algorithms for biological electron tomography. (2008) (44)
Optimal Design of Multiple Q-shells experiments for Diffusion MRI (2011) (44)
The Hierarchical Beta Process for Convolutional Factor Analysis and Deep Learning (2011) (44)
Supervised Sparse Analysis and Synthesis Operators (2013) (44)
Three-dimensional arm movements at constant equi-affine speed (2009) (44)
Universal Regularizers for Robust Sparse Coding and Modeling (2010) (43)
Use of a Digital Modified Checklist for Autism in Toddlers – Revised with Follow‐up to Improve Quality of Screening for Autism (2017) (43)
Shapes of antibody binding sites: qualitative and quantitative analyses based on a geomorphic classification scheme. (2006) (43)
Learning Efficient Structured Sparse Models (2012) (41)
An energy-based three-dimensional segmentation approach for the quantitative interpretation of electron tomograms (2005) (41)
Magnetic Resonance Field Strength Effects on Diffusion Measures and Brain Connectivity Networks (2013) (41)
Sex differences in the human connectome: 4-Tesla high angular resolution diffusion imaging (HARDI) tractography in 234 young adult twins (2011) (40)
Morphing active contours: a geometric approach to topology-independent image segmentation and tracking (1998) (40)
Adversarially Learned Representations for Information Obfuscation and Inference (2019) (40)
Geometric computation of human gyrification indexes from magnetic resonance images (2013) (40)
Supervised non-euclidean sparse NMF via bilevel optimization with applications to speech enhancement (2014) (39)
Removing Camera Shake via Weighted Fourier Burst Accumulation (2015) (38)
Compressed Nonnegative Matrix Factorization Is Fast and Accurate (2015) (38)
On geometric variational models for inpainting surface holes (2008) (37)
A multi-sensor visual tracking system for behavior monitoring of at-risk children (2012) (37)
On the level lines and geometry of vector-valued images (2000) (36)
Automatic clustering and population analysis of white matter tracts using maximum density paths (2014) (36)
Geometric Partial Differential Equations and Image Analysis: Introduction (2001) (35)
RotDCF: Decomposition of Convolutional Filters for Rotation-Equivariant Deep Networks (2018) (35)
Three Dimensional Object Modeling via Minimal Surfaces (1996) (35)
Robust Multimodal Graph Matching: Sparse Coding Meets Graph Matching (2013) (35)
Anisotropic diffusion of color images (1996) (35)
Intel realsense = Real low cost gaze (2015) (34)
Anisotropic smoothing of posterior probabilities (1997) (32)
Potential for Digital Behavioral Measurement Tools to Transform the Detection and Diagnosis of Autism Spectrum Disorder (2019) (32)
Shape preserving local contrast enhancement (1997) (31)
Crease Enhancement Diffusion (2001) (31)
Toward Multiple Catheters Detection in Fluoroscopic Image Guided Interventions (2012) (31)
Semiautomatic Segmentation of Brain Subcortical Structures From High-Field MRI (2014) (31)
Self-Learning Scene-Specific Pedestrian Detectors Using a Progressive Latent Model (2016) (31)
Universal priors for sparse modeling (2009) (31)
Computer Vision Analysis for Quantification of Autism Risk Behaviors (2018) (31)
Experiments on geometric image enhancement (1994) (30)
Sparse Representations for Range Data Restoration (2012) (30)
Contrast Enhancement via Image Evolution Flow (1997) (30)
Anisotropic diffusion of multivalued images (1996) (30)
Variational problems and PDEs on implicit surfaces (2001) (30)
Microelectrode Recordings Validate the Clinical Visualization of Subthalamic-Nucleus Based on 7T Magnetic Resonance Imaging and Machine Learning for Deep Brain Stimulation Surgery (2019) (30)
Affine-invariant symmetry sets (1997) (29)
Segmenting neurons in electronic microscopy via geometric tracing (1998) (29)
ODF Maxima Extraction in Spherical Harmonic Representation via Analytical Search Space Reduction (2010) (29)
Classification and uniqueness of invariant geometric flows (1993) (29)
Distance functions and geodesics on points clouds (2002) (29)
Generalized Newton-Type Methods for Energy Formulations in Image Processing (2009) (28)
Automatic localization of the subthalamic nucleus on patient‐specific clinical MRI by incorporating 7 T MRI and machine learning: Application in deep brain stimulation (2018) (28)
Distancecut: Interactive Segmentation and Matting of Images and Videos (2007) (28)
Statistical analysis of RNA backbone (2006) (28)
Sparse Modeling with Universal Priors and Learned Incoherent Dictionaries(PREPRINT) (2009) (28)
Sparse similarity-preserving hashing (2013) (28)
Discriminative k-metrics (2009) (27)
LDMNet: Low Dimensional Manifold Regularized Neural Networks (2017) (27)
Projection based image and video inpainting using wavelets (2003) (27)
Computational Methods to Measure Patterns of Gaze in Toddlers With Autism Spectrum Disorder. (2021) (27)
Learning Low-Dimensional Signal Models (2011) (27)
DNN or k-NN: That is the Generalize vs. Memorize Question (2018) (27)
Sparse learned representations for image restoration (2008) (26)
Three-Dimensional Segmentation of Brain Aneurysms in CTA Using Non-parametric Region-Based Information and Implicit Deformable Models: Method and Evaluation (2003) (26)
Digital Behavioral Phenotyping Detects Atypical Pattern of Facial Expression in Toddlers with Autism (2020) (26)
PDE-Based Image and Surface Inpainting (2006) (25)
Object detection and measurements in medical images via geodesic deformable contours (1995) (25)
Geometric partial differential equations in image analysis: past, present, and future (1995) (25)
Differential information content in staggered multiple shell hardi measured by the tensor distribution function (2011) (25)
Blind Compressed Sensing Over a Structured Union of Subspaces (2011) (25)
What Can Casual Walkers Tell Us About A 3D Scene? (2007) (24)
Discriminative sparse representations in hyperspectral imagery (2010) (24)
Shortening three-dimensional curves via two-dimensional flows (1995) (24)
Hierarchical dictionary learning for invariant classification (2010) (24)
Quantifying Risk for Anxiety Disorders in Preschool Children: A Machine Learning Approach (2016) (23)
RealSense = real heart rate: Illumination invariant heart rate estimation from videos (2016) (23)
On spectral properties for graph matching and graph isomorphism problems (2014) (23)
Histogram modification via partial differential equations (1995) (23)
On the Integration of Topic Modeling and Dictionary Learning (2011) (23)
Geodesics in Shape Space via Variational Time Discretization (2009) (23)
Three-dimensional shape rendering from multiple images (2005) (22)
Growing Fitted Textures (2001) (22)
Affine invariant detection: edges, active contours, and segments (1996) (22)
Structure and texture filling-in of missing image blocks in wireless transmission and compression (2002) (22)
Computational separation of conformational heterogeneity using cryo-electron tomography and 3D sub-volume averaging. (2012) (22)
Missile tracking using knowledge-based adaptive thresholding (2001) (22)
Bilevel Sparse Models for Polyphonic Music Transcription (2013) (21)
Area-Based Medial Axis of Planar Curves (2004) (21)
An image processing approach to computing distances between RNA secondary structures dot plots (2009) (21)
Efficient matrix completion with Gaussian models (2010) (21)
Range Adaptation for 3D Object Detection in LiDAR (2019) (20)
Computer vision tools for the non-invasive assessment of autism-related behavioral markers (2012) (20)
Seeing 3D objects in a single 2D image (2009) (20)
A 3D wavelet fusion approach for the reconstruction of isotropic‐resolution MR images from orthogonal anisotropic‐resolution scans (2012) (19)
Multiple Q-Shell ODF Reconstruction in Q-Ball Imaging (2009) (19)
Gaussian mixture model for video compressive sensing (2013) (19)
3D active contours (1996) (18)
3D elastic registration improves HARDI-derived fiber alignment and automated tract clustering (2011) (18)
Interpretable Artificial Intelligence for COVID-19 Diagnosis from Chest CT Reveals Specificity of Ground-Glass Opacities (2020) (17)
Computer vision and behavioral phenotyping: an autism case study (2019) (17)
Fairness With Minimal Harm: A Pareto-Optimal Approach For Healthcare (2019) (17)
Segmentation guided registration of wide field-of-view retinal optical coherence tomography volumes. (2016) (17)
Segmentation-free skeletonization of gray-scale images via PDEs (2000) (17)
Statistical compressive sensing of Gaussian mixture models (2010) (17)
Scale-Equivariant Neural Networks with Decomposed Convolutional Filters (2019) (17)
Fair polyline networks for constrained smoothing of digital terrain elevation data (2006) (17)
Multiscale Sparse Image Representation with Learned Dictionaries (PREPRINT) (2007) (16)
REGULARIZATION FOR INVERTING THE RADON TRANSFORM WITH WEDGE CONSIDERATION (2007) (16)
Dimensionality Reduction via Subspace and Submanifold Learning (2011) (16)
Margin Preservation of Deep Neural Networks (2016) (16)
Atlas-based fiber clustering for multi-subject analysis of high angular resolution diffusion imaging tractography (2011) (16)
Robust Anisotropic Diffusion: Connections Between Robust Statistics, Line Processing, and Anisotropic Diffusion (1997) (16)
Dynamic Shapes Average (2003) (16)
Image Enhancement and Restoration (2014) (16)
A Biclustering Framework for Consensus Problems (2014) (16)
Tracking of moving objects under severe and total occlusions (2005) (16)
Dimensionality Reduction via Subspace and Submanifold Learning [From the Guest Editors] (2011) (15)
Bilinear voting (1998) (15)
Efficient supervised sparse analysis and synthesis operators (2013) (15)
Affine invariant edge maps and active contours (1995) (15)
Estimation of the CSA‐ODF using Bayesian compressed sensing of multi‐shell HARDI (2014) (15)
A scalable app for measuring autism risk behaviors in young children: A technical validity and feasibility study (2015) (15)
Robust anisotropic diffusion and sharpening of scalar and vector images (1997) (15)
Nonnegative Matrix Underapproximation for Robust Multiple Model Fitting (2016) (15)
Sparse Representation forComputerVision and Pattern Recognition A relatively small sample of computer vision and pattern recognition information in applications such as face recognition is often sufficient to reveal the meaning the user desires. (2010) (15)
Stochastic Conditional Generative Networks with Basis Decomposition (2019) (14)
Compressive extended depth of field using image space coding (2014) (14)
Deep learning? (1999) (14)
A short-graph fourier transform via personalized pagerank vectors (2015) (14)
Lightfield completion (2004) (14)
Blind Pareto Fairness and Subgroup Robustness (2021) (14)
LOw-rank data modeling via the minimum description length principle (2011) (13)
Accurate detection of cerebellar smooth pursuit eye movement abnormalities via mobile phone video and machine learning (2020) (13)
Multifaceted Changes in Synaptic Composition and Astrocytic Involvement in a Mouse Model of Fragile X Syndrome (2019) (13)
Level set and PDE methods for computer graphics (2004) (13)
Automatic colon polyp flagging via geometric and texture features (2010) (13)
Statistical Characterization of Protein Ensembles (2008) (13)
Investigating the uncertainty in multi-fiber estimation in high angular resolution diffusion imaging (2009) (13)
Collaborative sources identification in mixed signals via hierarchical sparse modeling (2010) (12)
A scalable computational approach to assessing response to name in toddlers with autism. (2021) (12)
Distancecut: Interactive Real-Time Segmentation and Matting of Images and Videos (PREPRINT) (2007) (12)
Affine invariant medial axis and skew symmetry (1998) (12)
Learning Transformations for Classification Forests (2013) (12)
Attention-Based Network for Weak Labels in Neonatal Seizure Detection (2020) (12)
A Complete System for Candidate Polyps Detection in Virtual Colonoscopy (2012) (12)
Generalization error of deep neural networks: Role of classification margin and data structure (2017) (11)
Online Adaptive Statistical Compressed Sensing of Gaussian Mixture Models (2011) (11)
Probabilistic fluorescence-based synapse detection (2016) (11)
Compressive Sensing for Video Using a Passive Coding Element (2013) (11)
A Framework for Linear and Non-Linear Registration of Diffusion-Weighted MRIs Using Angular Interpolation (2013) (11)
Learnable low rank sparse models for speech denoising (2013) (11)
White matter tract analysis in 454 adults using maximum density paths (2011) (11)
Relative Average Look Duration and its Association with Neurophysiological Activity in Young Children with Autism Spectrum Disorder (2020) (11)
Gaussian mixture models for score-informed instrument separation (2012) (11)
A Convex Model for Matrix Factorization and Dimensionality Reduction on Physical Space and Its Application to Blind Hyperspectral Unmixing (2010) (11)
Brain and Surface Warping via Minimizing Lipschitz Extensions (PREPRINT) (2005) (11)
Motion Detection in Diffusion MRI via Online ODF Estimation (2013) (11)
Measuring robustness of brain networks in autism spectrum disorder with Ricci curvature (2019) (10)
Region Tracking on Surfaces Deforming via Level-Sets Methods (1999) (10)
3D reconstruction from a single image (2008) (10)
Discriminative Robust Transformation Learning (2015) (10)
Deep‐learning based fully automatic segmentation of the globus pallidus interna and externa using ultra‐high 7 Tesla MRI (2020) (10)
Adapted statistical compressive sensing: Learning to sense gaussian mixture models (2012) (10)
Temporal Compressive Sensing for Video (2015) (10)
Topology Constraints in Graphical Models (2012) (10)
A Scalable Off-the-Shelf Framework for Measuring Patterns of Attention in Young Children and Its Application in Autism Spectrum Disorder (2021) (10)
Learning discriminative sparse models for source separation and mapping of hyperspectral imagery (2010) (10)
Audio restoration from multiple copies (2013) (10)
Cirrus: A Long-range Bi-pattern LiDAR Dataset (2020) (10)
Vector median filters, morphology, and PDE's: theoretical connections (1999) (10)
Nonparametric image interpolation and dictionary learning using spatially-dependent Dirichlet and beta process priors (2010) (9)
3D priors for scene learning from a single view (2008) (9)
Robust Prediction of Clinical Deep Brain Stimulation Target Structures via the Estimation of Influential High-Field MR Atlases (2015) (9)
Estimation of white matter fiber parameters from compressed multiresolution diffusion MRI using sparse Bayesian learning (2017) (9)
The ubiquitous ellipse (1994) (9)
Pre-clinical evaluation of implicit deformable models for three-dimensional segmentation of brain aneurysms from CTA images (2003) (9)
Learning Robust Low-Rank Representations (2012) (9)
Geometric Surface and Brain Warping via Geodesic Minimizing Lipschitz Extensions ? (2006) (9)
Supervised non-negative matrix factorization for audio source separation (2015) (9)
A new approach for 3D segmentation of cellular tomograms obtained using three-dimensional electron microscopy (2004) (9)
Image filling-in in a decomposition space (2003) (9)
Generalized Constant Solid Angle ODF and Optimal Acquisition Protocol for Fiber Orientation Mapping (2012) (9)
Simultaneous ODF estimation and tractography in HARDI (2012) (9)
SalGaze: Personalizing Gaze Estimation using Visual Saliency (2019) (9)
Incremental gradient table for multiple Q-shells diffusion MRI (2011) (9)
On the non-uniform complexity of brain connectivity (2007) (9)
Image processing and machine learning techniques to automate diagnosis of Lugol's iodine cervigrams for a low-cost point-of-care digital colposcope (2018) (9)
A Framework for Multitask Bayesian Compressive Sensing of DW-MRI (2012) (8)
On the Stability of Deep Networks (2014) (8)
Geometry-Aware Deep Transform (2015) (8)
Segmenting cortical gray matter for functional MRI visualization (1998) (8)
Sparse Representations for Three-Dimensional Range Data Restoration (2011) (8)
ForestHash: Semantic Hashing With Shallow Random Forests and Tiny Convolutional Networks (2017) (8)
Universal Sparse Modeling (2010) (8)
Affine invariant surface evolutions for 3D image segmentation (2006) (8)
Knowledge-based segmentation of SAR images (1998) (8)
Sparse modeling for hyperspectral imagery with LiDAR data fusion for subpixel mapping (2012) (8)
A Six‐Minute Measure of Vocalizations in Toddlers with Autism Spectrum Disorder (2020) (8)
A Graph-Based Foreground Representation and its Application in Example Based People Matching in Video (2007) (7)
Clinical deep brain stimulation region prediction using regression forests from high-field MRI (2015) (7)
A Dictionary Approach to Domain-Invariant Learning in Deep Networks (2019) (7)
L1 Splines for Robust, Simple, and Fast Smoothing of Grid Data (2012) (7)
Images everywherelooking for models: technical perspective (2011) (7)
A Hough transform global approach to diffusion MRI tractography (2009) (7)
Morphological Image Coding Based on a Geometric Sampling Theorem and a Modified Skeleton Representation (1994) (7)
Federating for Learning Group Fair Models (2021) (7)
Automatic image decomposition (2004) (7)
MEASURING CORTICAL THICKNESS FROM VOLUMETRIC MRI DATA (2006) (7)
A Subdivision Scheme for Continuous-Scale B-Splines and Affine-Invariant Progressive Smoothing (2004) (7)
Lessons from the Rademacher complexity for deep learning (2016) (7)
Decoupled coarse-to-fine matching and nonlinear regularization for efficient motion estimation (2012) (7)
Area and Lenght Preserving Geometric Invariant Scale-Spaces (1994) (6)
Sparse coding and dictionary learning based on the MDL principle (2010) (6)
Detecting risk-markers in children in a preschool classroom (2012) (6)
Affine invariant erosion of 3D shapes (2001) (6)
Hierarchical invariant sparse modeling for image analysis (2011) (6)
ACDC: Weight Sharing in Atom-Coefficient Decomposed Convolution (2020) (6)
A Unifying Framework for Image Inpainting (2009) (6)
Data Representation Using the Weyl Transform (2014) (6)
The Learned Inexact Project Gradient Descent Algorithm (2018) (6)
Cross-modality pose-invariant facial expression (2015) (6)
Low-Rank Spatio-Temporal Video Segmentation (2015) (6)
A nonintrusive system for behavioral analysis of children using multiple RGB+depth sensors (2012) (6)
Morse Description and Morphological Encoding of Continuous Data (2004) (6)
Constant Affine Velocity Predicts the 1/3 Power Law of Drawing and Planar Motion Perception (1995) (6)
Scaling-Translation-Equivariant Networks with Decomposed Convolutional Filters (2019) (6)
A Geometric Approach to Segmentation and Analysis of 3 D Medical (1996) (6)
Fast multiscale regularization and segmentation of hyperspectral imagery via anisotropic diffusion and algebraic multigrid solvers (2007) (6)
Fast L1 smoothing splines with an application to Kinect depth data (2013) (6)
Formulating invariant heat-type curve flows (1993) (6)
Using anisotropic diffusion of probability maps for activity detection in block-design functional MRI (2000) (6)
Non-Contact Photoplethysmogram and Instantaneous Heart Rate Estimation from Infrared Face Video (2019) (6)
Pre-clinical Evaluation of Implicit Deformable Models for Three-dimensional Segmentation of Brain Aneurysms in CTA (2003) (6)
Fast L1-NMF for Multiple Parametric Model Estimation (2016) (6)
Estimation of distance functions and geodesics and its use for shape comparison and alignment: theoretical and computational results (2005) (6)
Online orientation distribution function reconstruction in constant solid angle and its application to motion detection in HARDI (2010) (5)
Sparse Representation for Color Image Restoration (PREPRINT) (2006) (5)
Geometric Diffusion of Scalar Images (2001) (5)
Nonlinear partial differential equations in image processing (2000) (5)
Constrained regularization of digital terrain elevation data (2006) (5)
Learning to Succeed while Teaching to Fail: Privacy in Closed Machine Learning Systems (2017) (5)
Liveness Detection Using Implicit 3D Features (2018) (5)
Minimax Demographic Group Fairness in Federated Learning (2022) (5)
Cortical Circuitry Revealed by Reverse Correlation in the Orientation Domain (1996) (5)
Semi-Supervised Single- and Multi-Domain Regression with Multi-Domain Training (2012) (5)
On the computation of the affine skeletons of planar curves and the detection of skew symmetry (2001) (5)
Locating occupants in preschool classrooms using a multiple RGB-D sensor system (2013) (5)
Instance based Generalization in Reinforcement Learning (2020) (5)
Noise-Resistant Affine Skeletons of Planar Curves (2000) (5)
Active learning of cortical connectivity from two-photon imaging data (2018) (4)
Synthesis-Based Low-Cost Gaze Analysis (2016) (4)
Video Human Segmentation using Fuzzy Object Models and its Application to Body Pose Estimation of Toddlers for Behavior Studies (2013) (4)
Exploring Complexity of Facial Dynamics in Autism Spectrum Disorder (2021) (4)
Rethinking Shape From Shading for Spoofing Detection (2020) (4)
A Complete System for Polyps Flagging in Virtual Colonoscopy (2011) (4)
What Can Casual Walkers Tell Us About The 3 D Scene (2007) (4)
Topology Robust Intrinsic Symmetries of non-rigid shapes based on Diffusion Distances (2010) (4)
A Computational Synaptic Antibody Characterization Tool for Array Tomography (2018) (4)
A variational model for denoising high angular resolution diffusion imaging (2012) (4)
Ants Crawling to Discover the Community Structure in Networks (2013) (4)
Motivational valence alters memory formation without altering exploration of a real-life spatial environment (2018) (4)
Anatomically Consistent Segmentation of the Human Cortex for Functional MRI Visualization (1997) (4)
Segmentation of Diffusion Tensor Imagery (2003) (4)
Learning Robust Subspace Clustering (2013) (4)
Sparse Bayesian Inference of White Matter Fiber Orientations from Compressed Multi-resolution Diffusion MRI (2015) (4)
Stop memorizing: A data-dependent regularization framework for intrinsic pattern learning (2018) (4)
FROM GIGABYTES TO BYTES: AUTOMATED DENOISING AND FEATURE IDENTIFICATION IN ELECTRON TOMOGRAMS OF INTACT BACTERIAL CELLS (2007) (4)
Covariate-dependent dictionary learning and sparse coding (2011) (4)
Clinical subthalamic nucleus prediction from high-field brain MRI (2015) (4)
Segmentation-free measurement of cortical thickness from MRI (2008) (4)
Regularized Mixed Dimensionality and Density Learning in Computer Vision (2007) (4)
Low-cost Gaze and Pulse Analysis using RealSense (2015) (3)
Learning to Identify While Failing to Discriminate (2017) (3)
A Windows-Based User Friendly System for Image Analysis with Partial Differential Equations (1999) (3)
A Pixel Layering Framework For Robust Foreground Detection In Video (2006) (3)
Cancer: What's luck got to do with it? (2015) (3)
Nonphotorealistic rendering from multiple images (2004) (3)
CLASSIFICATION, AVERAGING AND RECONSTRUCTION OF MACROMOLECULES IN ELECTRON TOMOGRAPHY (2007) (3)
Nested Learning for Multi-Level Classification (2021) (3)
Semi-supervised multi-domain regression with distinct training sets (2012) (3)
Generalized Newton Method for Energy Formulation in Image Processing (2008) (3)
Questionnaire simplification for fast risk analysis of children's mental health (2014) (3)
From Local to Global Communities in Large Networks Through Consensus (2015) (3)
Virtual CNN Branching: Efficient Feature Ensemble for Person Re-Identification (2018) (3)
Rich Club Analysis of Structural Brain Connectivity at 7 Tesla Versus 3 Tesla (2013) (3)
Computing with Point Cloud Data (2006) (3)
ImPartial: Partial Annotations for Cell Instance Segmentation (2021) (3)
Robust Hybrid Learning With Expert Augmentation (2022) (3)
GraphConnect: A Regularization Framework for Neural Networks (2015) (3)
A Practical Guide to Multi-Image Alignment (2018) (3)
Esophagus Silhouette Extraction and Reconstruction From Fluoroscopic Views for Cardiac Ablation Procedure Guidance (2011) (3)
Bayesian network applications in molecular biology, computer graphics and computer vision (2008) (3)
Accurate ODF Reconstruction in Q-ball Imaging (2009) (2)
Non-Photorealistic Rendering from Stereo (2002) (2)
A Computational Synaptic Antibody Characterization and Screening Framework for Array Tomography (2018) (2)
Multi-temporal foreground detection in videos (2015) (2)
Special Issue on Partial Differential Equations in Image Processing, Computer Vision, and Computer Graphics (2002) (2)
23.1 Autism and Beyond: Lessons From an Iphone Study of Young Children (2018) (2)
– 1 – Texture Synthesis for 3 D Shape Representation (2002) (2)
Second-generation sparse modeling: structured and collaborative signal analysis (2012) (2)
Introduction to Partial Differential Equations and Variational Formulations in Image Processing (2003) (2)
Alignment with intra-class structure can improve classification (2015) (2)
Random Forests Can Hash (2014) (2)
Image and Video Colorization (2018) (2)
Polyps Flagging in Virtual Colonoscopy (2013) (2)
Universal Priors for Sparse Modeling(PREPRINT) (2009) (2)
Impact of a digital Modified Checklist for Autism in Toddlers–Revised on likelihood and age of autism diagnosis and referral for developmental evaluation (2020) (2)
Seeing 3 D Objects in a Single 2 D Image (2010) (2)
Morse description and geometric encoding of DEM data (2003) (2)
Automatic Localization of the Subthalamic Nucleus on Patient-Specific Clinical MRI by Incorporating 7T MRI and Machine Learning: Application in Deep Brain Stimulation (2018) (2)
Combining multiple contrasts for improving machine learning-based classification of cervical cancers with a low-cost point-of-care Pocket colposcope (2020) (2)
Multi-subject Diffusion MRI Tractography via a Hough Transform Global Approach (2009) (2)
Q-Space Modeling in Diffusion-Weighted MRI (2015) (2)
CLASSIFICATION AND AVERAGING OF ELECTRON TOMOGRAPHY VOLUMES (2006) (2)
INPAINTING OF OCCLUDING AND OCCLUDED OBJECTS (2005) (2)
Are You Imitating Me? Unsupervised Sparse Modeling for Group Activity Analysis from a Single Video (2012) (2)
Texture Mixing via Universal Simulation (2005) (2)
Classifying Pump-Probe Images of Melanocytic Lesions Using the WEYL Transform (2018) (2)
SEGMENTATION-FREE MEASURING OF CORTICAL THICKNESS FROM MRI. (2008) (1)
Abstract 17060: Machine Learning and Video Recognition for Automated Detection of Fluid Status in Heart Failure Patients (2020) (1)
A wavelet fusion approach to the reconstruction of isotropic-resolution MR images from anisotropic orthogonal scans (2010) (1)
Image Enhancement and Restoration: Traditional Approaches (2020) (1)
Distributionally Robust Group Backwards Compatibility (2021) (1)
Sparse Models for Intrinsic Shape Correspondence (2016) (1)
Differential 3D Facial Recognition: Adding 3D to Your State-of-the-Art 2D Method (2020) (1)
Statistical Compressed Sensing of (2011) (1)
Geodesic Curves and Minimal Surfaces (2001) (1)
Geometric Curve and Surface Evolution (2001) (1)
Direction Diiusion (1999) (1)
Molecular Structures of Native HA Trimers on 2009 H1N1 Pandemic Influenza Virus Complexed with Neutralizing Antibodies (2013) (1)
Using Text to Teach Image Retrieval (2020) (1)
1 A Bayesian Approach to Learning Low-Dimensional Signal Models from Incomplete Measurements 1 (2010) (1)
Inpainting the Colors Ima Preprint Series # 1979 Inpainting the Colors * (1979) (1)
INPAINTING THE COLORS By Guillermo Sapiro IMA Preprint Series # 1979 ( May 2004 ) INSTITUTE FOR MATHEMATICS AND ITS APPLICATIONS (2010) (1)
Super-resolution texturing for online virtual globes (2008) (1)
Interactive Image Segmentation via Adaptive Weighted Distances (PREPRINT) (2006) (1)
A Survey on Privacy from Statistical, Information and Estimation-Theoretic Views (2021) (1)
5.18 A Scalable Off-the-Shelf Framework for Measuring Children’s Direction of Attention in ASD (2018) (1)
Online orientation distribution function reconstruction in constant solid angle and its application to motion detection in high angular resolution diffusion imaging (2009) (1)
Intersecting 2D lines: A simple method for detecting vanishing points (2014) (1)
All for one, one for all: Consensus community detection in networks (2014) (1)
A Sparse Bayesian Learning Algorithm for White Matter Parameter Estimation from Compressed Multi-shell Diffusion MRI (2017) (1)
Multiple shape models for simultaneous object classification and segmentation (2009) (1)
Nested Learning For Multi-Granular Tasks (2019) (1)
A collaborative framework for 3 D alignment and classification of heterogeneous subvolumes in cryo-electron tomography (2013) (1)
4-Tesla High Angular Resolution Diffusion Tractography Analysis of the Human Connectome in 234 Subjects: Sex Differences and EPI Distortion Effects (2016) (1)
Proceedings of the 12th SIAM International Conference on Data Mining, SDM 2012 (2012) (1)
Sparse Representations for Limited Data Tomography (PREPRINT) (2007) (1)
A vectorial total variation model for denoising high angular resolution diffusion images corrupted by Rician noise (2014) (1)
Aane Invariant Detection: Edge Maps, Anisotropic Diiusion, and Active Contours (1999) (1)
Relating Fiber Crossing in HARDI to Intellectual Function (2010) (1)
Automated Antibody Characterization and Screening for Array Tomography via Probabilistic Synapse Detection (2018) (1)
Generalized Newton methods for energy formulations in image procesing (2008) (1)
Landmark-Dependent Hierarchical Beta Process for Robust Sparse Factor Analysis (2011) (1)
Tell me where you are and I tell you where you are going: Estimation of dynamic mobility graphs (2016) (1)
Histogram Modication via Partial Dierential Equations (1995) (1)
Intelligent Synthesis Driven Model Calibration: Framework and Face Recognition Application (2017) (1)
Learning data-derived privacy preserving representations from information metrics (2018) (1)
On Line Reconstruction and Motion Detection in HARDI (2011) (1)
Hand-Held Video Deblurring Via Efficient (2015) (1)
Constrained Localization in Static and Dynamic Sensor Networks (PREPRINT) (2005) (1)
Learning to Collaborate for User-Controlled Privacy (2018) (1)
L ESSONS FROM THE R ADEMACHER C OMPLEXITY FOR D EEP L EARNING (2016) (0)
Statistical Characterization of Protein Ensembles (PREPRINT) (2006) (0)
Chapter 1 Image and Video Colorization (2005) (0)
The Connection between DNNs and Classic Classifiers: Generalize, Memorize, or Both?. (2019) (0)
Supervised Learning via Discriminative k q -Flats (2008) (0)
Importance Sampling Spherical Harmonics to Improve Probabilistic Tractography (2013) (0)
Human Object Video in Painting using Shape Context Descriptor (2020) (0)
Harmonic map flows and image processing (2001) (0)
Representation using the Weyl Transform (2014) (0)
Learning the structure of textures (2008) (0)
Constrained localization in sensor networks (2005) (0)
Automaticclusteringandpopulationanalysisofwhitemattertractsusing maximum density paths (2014) (0)
Pareto Optimality in No-Harm Fairness (2019) (0)
Automatic image decompostion (2004) (0)
New Forcefields and Algorithms for Computational Protein Design (2003) (0)
Brain Mapping: An Encyclopedic Reference (2015) (0)
Minimal Surfaces based Object (1997) (0)
Adversarial Factor Models for the Generation of Improved Autism Diagnostic Biomarkers (2021) (0)
Special Issue on the Second International Conference on Scale Space Theory in Computer Vision: Guest Editors' Comments (2000) (0)
178 Utility of 7T Imaging for Deep Brain Stimulation Surgery. (2012) (0)
Natural Human Exploration under Approach and Avoidance Motivation in a Real-Life Spatial Environment (2018) (0)
Sparse Modeling of Human Actions from Motion Imagery (2012) (0)
Computational and Image Processing Methods for Analysis and Automation of Anatomical Alignment and Joint Spacing in Reconstructive Surgery (2021) (0)
Visualization of the human basal ganglia and thalamic circuits in individuals using 7 T MRI (2011) (0)
Bayesian Compressive Sensing of Multishell HARDI for CSA-ODF Reconstruction (2012) (0)
Morse and drainage description and encoding of image (2002) (0)
Iterative Bilateral Filter and Non-Local Mean (2020) (0)
Geometric Diffusion of Vector-Valued Images (2001) (0)
Detection of Oculomotor Dysmetria From Mobile Phone Video of the Horizontal Saccades Task Using Signal Processing and Machine Learning Approaches (2022) (0)
Registration of orthogonally oriented wide-field of view OCT volumes using orientation-aware optical flow and retina segmentation (Conference Presentation) (2016) (0)
Geometrie Flows for Image Processing (1995) (0)
Structured and Collaborative Signal Models: Theory and Applications in Image, Video, and Audio Analysis (2013) (0)
New Results - Computational Diffusion MRI (2009) (0)
Jérôme GILLES Speciality : Mathematics Title : Contributions to image analysis and restoration (2012) (0)
Non-parametric Bayesian Dictionary Learning with Landmark-Dependent Hierarchical Beta Process 1 (0)
Accelerating Discovery in 3D Microanalysis: Leveraging Open Source Software and Deskside High Performance Computing (2014) (0)
Discriminative k metrics and the Chan-Vese model for object detection and segmentation (2009) (0)
Author Correction: Atypical postural control can be detected via computer vision analysis in toddlers with autism spectrum disorder (2020) (0)
Formulating Invariant Heat-Type Curve Flows t (2004) (0)
GroEL at sub-nanometer resolution by Constrained Single Particle Tomography (2012) (0)
Message from the Editor-in-Chief (2008) (0)
Video Human Segmentation using (2013) (0)
Translated Poisson Mixture Model for Stratification Learning (PREPRINT) (2007) (0)
Second generation sparse models (2011) (0)
Tensor Distribution Function Demixes Fibers in Multi-Shell High Angular Resolution Diffusion Images (2010) (0)
Consistent Collaborative Filtering via Tensor Decomposition (2022) (0)
Quantification of Brain Aneurysm Dimensions from CTA for Surgical Planning of Coiling Interventions (2005) (0)
Unsupervised spectral-spatial classification of hyperspectral imagery using real and complex features and generalized histograms (2008) (0)
Basic Mathematical Background (2001) (0)
Computational Separation of Conformational Heterogeneity using Cryo-Electron Tomography and 3D Sub-Volume Averaging (2013) (0)
A method for denoising textured surfaces (2001) (0)
Geometric invariant signatures and flows: classification and applications in image analysis (1994) (0)
Lightfield Completion Ima Preprint Series # 1957 (2004) (0)
Structure of trimeric HIV-1 BaL Env bound to VRC01 and VRC03 antibodies. (2012) (0)
Three-dimensional shape restoration and recognition methods (2010) (0)
ANALYSIS OF RNA BACKBONE By Eli Hershkovitz Guillermo Sapiro (2004) (0)
Simultaneous contrast improvement and denoising via diffusion-related equations (1995) (0)
3 D Reconstruction from a Single Image Diego Rother (2010) (0)
Molecular structure for the HIV-1 gp120 trimer in the b12-bound state (2008) (0)
A UNIFYING FRAMEWORK FOR IMAGE INPAINTING By Aur élie Bugeau (2009) (0)
Image Denoising by Two-Pass of Total Variation Filter (2019) (0)
Constrained Localization in Sensor Networks (Preprint) (2005) (0)
Towards automatic geometric algorithms for solving fundamental problems in computer graphics, medical and biological imaging applications (2005) (0)
In-vivo Visualization of the Human Basal Ganglia Structure and Connectivity using High Resolution 7 T MRI (2010) (0)
Removing Camera Shake via Weighted (2015) (0)
Pixel Layering and Layer Propagation for Video Modelling and Foreground Detection (2005) (0)
Optimal Acquisition Protocol for White Matter Fiber Orientation Mapping using Generalized CSA-ODF Reconstruction (2012) (0)
Tensor Distribution Function in Multiple Shell High Angular Resolution Diffusion Imaging (2011) (0)
Orthogonal Low-rank Transformation (2019) (0)
Video inpainting and scene analysis (2007) (0)
Mixed dimensions estimation and clustering in high dimensional noisy point clouds (2007) (0)
POISSON MIXTURE MODEL FOR STRATIFICATION LEARNING (2007) (0)
Robust Anisotropic Diiusion: Connections between Robust Statistics, Line Processing, and Anisotropic Diiusion (2007) (0)
Kernelized probabilistic matrix factorization (2012) (0)
Image compression method (1996) (0)
New Results - Observing and modeling the brain (2005) (0)
White Matter Complexity for Population Studies using Q-Ball Imaging: Application to Brain Asymmetry (2009) (0)
Learning compressed image classification features (2014) (0)
Reducing structural variation to determine the genetics of white matter integrity across hemispheres - A DTI study of 100 twins (2009) (0)
Online motion detection in high angular resolution diffusion imaging (2011) (0)
Diffusion on Nonflat Manifolds (2001) (0)
Structure Ways & Means Protein Secondary Structure Determination by Constrained Single-Particle Cryo-Electron Tomography (2012) (0)
Domain-invariant Learning using Adaptive Filter Decomposition (2019) (0)
Guest Editorial: Introduction to the Special Issue on Imaging Science (2004) (0)
Motion robust magnetic resonance imaging via efficient Fourier aggregation (2022) (0)
Domain-invariant Face Recognition using Learned Low-rank Transformation (2013) (0)
A deep learning approach for Cervical Automated Risk Assessment (CARE) using images from a low-cost, portable Pocket colposcope (2022) (0)
United States Patent (2017) (0)
Universal Priors for Sparse Modeling (Invited Paper) (2009) (0)
A simple reverse correlation scheme for the identification of visual neurons (1996) (0)
UNIVERSAL PRIORS FOR SPARSE MODELING By Ignacio Raḿırez Federico Lecumberry and Guillermo Sapiro IMA Preprint Series # 2276 ( August 2009 ) INSTITUTE FOR MATHEMATICS AND ITS APPLICATIONS (2009) (0)
Call for Papers: Special Issue on Partial Differential Equations in Image Processing, Computer Vision, and Computer Graphics (2000) (0)
New Results - Improving Diffusion MRI Signal and Acquisition (2013) (0)
Learning Transformations (2014) (0)
Reflective Symmetry Detection by Rectifying Randomized Correspondences (2013) (0)
Advanced computational methods in multi-view medical imaging (2012) (0)
Level Set and PDE Methods for Visualization (2005) (0)
LIGHTFIELD COMPLETION By Liron Yatziv Guillermo Sapiro (2005) (0)
Information Acquisition, Analysis and Integration (2016) (0)
Image evolution approach for contrast enhancement (1995) (0)
TRANSLATED POISSON MIXTURE MODEL FOR STRATIFICATION LEARNING By Gloria Haro (2000) (0)
Geometric Approaches for Segmentation and Signal Detection in Functional MRI Analysis (2002) (0)
Genetics of structural brain connectivity matrices: A HARDI study of 228 healthy young adult twins (2011) (0)
A Geometric Filter for Unbound Protein-Protein Docking ∗ (2005) (0)
Deciphering the human-brain connectome (2010) (0)
Structure and Geometry in Partial Differential Equations for Image Processing and Analysis (1997) (0)
Ima Preprint Series # 1964 Statistical Analysis of Rna Backbone (2004) (0)
Aane Invariant Gradient Flows (2007) (0)
Molecular structure for the HIV-1 gp120 trimer in the unliganded state (2008) (0)
Affine invariant gradient flows (1996) (0)
1.14 GRAPH CURVATURE AS A METHOD FOR DISCERNING ROBUSTNESS IN BRAIN NETWORKS IN ASD (2019) (0)
LEARNING FOR INVARIANT CLASSIFICATION (2009) (0)
MorseandDrainageDescriptionandEncodingof Images (2002) (0)
Introduction to the Special Section on Optimization in Imaging Sciences (2010) (0)
Additional Theories and Applications (2001) (0)
Comparing shapes, understanding evolution (2011) (0)
Atomic Resolution Cryo-E M Structure of b-Galactosidase Graphical Abstract Highlights (2018) (0)

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