Joachim Weickert

Orcid: 0000-0002-8494-0045

Affiliations:
  • Saarland University, Saarbrücken, Germany


According to our database1, Joachim Weickert authored at least 300 papers between 1994 and 2024.

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Bibliography

2024
Efficient Parallel Algorithms for Inpainting-Based Representations of 4K Images - Part II: Spatial and Tonal Data Optimization.
CoRR, 2024

Efficient Parallel Algorithms for Inpainting-Based Representations of 4K Images - Part I: Homogeneous Diffusion Inpainting.
CoRR, 2024

2023
Deep spatial and tonal data optimisation for homogeneous diffusion inpainting.
Pattern Anal. Appl., November, 2023

Connections Between Numerical Algorithms for PDEs and Neural Networks.
J. Math. Imaging Vis., January, 2023

Anisotropic Diffusion Stencils: From Simple Derivations over Stability Estimates to ResNet Implementations.
CoRR, 2023

Efficient Neural Generation of 4K Masks for Homogeneous Diffusion Inpainting.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2023

Diffusion-Shock Inpainting.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2023

Image Blending with Osmosis.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2023

Optimising Different Feature Types for Inpainting-Based Image Representations.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
Domain Decomposition Algorithms for Real-Time Homogeneous Diffusion Inpainting in 4K.
Proceedings of the IEEE International Conference on Acoustics, 2022

Learning Sparse Masks for Diffusion-Based Image Inpainting.
Proceedings of the Pattern Recognition and Image Analysis - 10th Iberian Conference, 2022

CNN-based Euler's Elastica Inpainting with Deep Energy and Deep Image Prior.
Proceedings of the 10th European Workshop on Visual Information Processing, 2022

Stabilised Inverse Flowline Evolution for Anisotropic Image Sharpening.
Proceedings of the 10th European Workshop on Visual Information Processing, 2022

2021
A systematic evaluation of coding strategies for sparse binary images.
Signal Process. Image Commun., 2021

Sparse Inpainting with Smoothed Particle Hydrodynamics.
SIAM J. Imaging Sci., 2021

PDE Evolutions for M-Smoothers in One, Two, and Three Dimensions.
J. Math. Imaging Vis., 2021

Designing Rotationally Invariant Neural Networks from PDEs and Variational Methods.
CoRR, 2021

Multi-frame Super-resolution from Noisy Data.
CoRR, 2021

Multi-frame Super-Resolution from Noisy Data.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2021

Inpainting-Based Video Compression in FullHD.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2021

Translating Numerical Concepts for PDEs into Neural Architectures.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2021

JPEG Meets PDE-based Image Compression.
Proceedings of the Picture Coding Symposium, 2021

Learning Integrodifferential Models for Image Denoising.
Proceedings of the IEEE International Conference on Acoustics, 2021

Efficient Data Optimisation for Harmonic Inpainting with Finite Elements.
Proceedings of the Computer Analysis of Images and Patterns, 2021

2020
Stable Backward Diffusion Models that Minimise Convex Energies.
J. Math. Imaging Vis., 2020

Translating Diffusion, Wavelets, and Regularisation into Residual Networks.
CoRR, 2020

Object Segmentation Tracking from Generic Video Cues.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Compressing Flow Fields with Edge-Aware Homogeneous Diffusion Inpainting.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Learning a Generic Adaptive Wavelet Shrinkage Function for Denoising.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Compressing Piecewise Smooth Images with the Mumford-Shah Cartoon Model.
Proceedings of the 28th European Signal Processing Conference, 2020

2019
Robustness of Brain Tumor Segmentation.
CoRR, 2019

Variational Coupling Revisited: Simpler Models, Theoretical Connections, and Novel Applications.
CoRR, 2019

PDE Evolutions for M-Smoothers: From Common Myths to Robust Numerics.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2019

Compressing Audio Signals with Inpainting-Based Sparsification.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2019

Sparsification Scale-Spaces.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2019

Pseudodifferential Inpainting: The Missing Link Between PDE- and RBF-Based Interpolation.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2019

Wilms' Tumor in Childhood: Can Pattern Recognition Help for Classification?
Proceedings of the Medical Image Understanding and Analysis - 23rd Conference, 2019

Enhancing Patch-Based Methods with Inter-Frame Connectivity for Denoising Multi-Frame Images.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Poisson Noise Removal Using Multi-Frame 3D Block Matching.
Proceedings of the 8th European Workshop on Visual Information Processing, 2019

Algorithms for Piecewise Constant Signal Approximations.
Proceedings of the 27th European Signal Processing Conference, 2019

Hough Based Evolutions for Enhancing Structures in 3D Electron Microscopy.
Proceedings of the Computer Analysis of Images and Patterns, 2019

2018
A Discrete Theory and Efficient Algorithms for Forward-and-Backward Diffusion Filtering.
J. Math. Imaging Vis., 2018

Editorial.
J. Math. Imaging Vis., 2018

AFSI: Adaptive Restart for Fast Semi-Iterative Schemes for Convex Optimisation.
Proceedings of the Pattern Recognition - 40th German Conference, 2018

Optimising Data for Exemplar-Based Inpainting.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2018

2017
Turning Diffusion-Based Image Colorization Into Efficient Color Compression.
IEEE Trans. Image Process., 2017

Diffusion-Based Inpainting for Coding Remote-Sensing Data.
IEEE Geosci. Remote. Sens. Lett., 2017

Physically inspired depth-from-defocus.
Image Vis. Comput., 2017

Space-Filling Curve Indices as Acceleration Structure for Exemplar-Based Inpainting.
CoRR, 2017

An Efficient and Stable Two-Pixel Scheme for 2D Forward-and-Backward Diffusion.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2017

Evaluating Data Terms for Variational Multi-frame Super-Resolution.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2017

Denoising by Inpainting.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2017

Modelling Stable Backward Diffusion and Repulsive Swarms with Convex Energies and Range Constraints.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2017

2016
Evaluating the true potential of diffusion-based inpainting in a compression context.
Signal Process. Image Commun., 2016

Fast retinal vessel analysis.
J. Real Time Image Process., 2016

Morphological Counterparts of Linear Shift-Invariant Scale-Spaces.
J. Math. Imaging Vis., 2016

Cyclic Schemes for PDE-Based Image Analysis.
Int. J. Comput. Vis., 2016

Inpainting-Based Image Compression (Dagstuhl Seminar 16462).
Dagstuhl Reports, 2016

Variational Image Fusion with Optimal Local Contrast.
Comput. Graph. Forum, 2016

A proof-of-concept framework for PDE-based video compression.
Proceedings of the 2016 Picture Coding Symposium, 2016

Automatic brain tumor segmentation with a fast Mumford-Shah algorithm.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

Robust Interactive Multi-label Segmentation with an Advanced Edge Detector.
Proceedings of the Pattern Recognition - 38th German Conference, 2016

FSI Schemes: Fast Semi-Iterative Solvers for PDEs and Optimisation Methods.
Proceedings of the Pattern Recognition - 38th German Conference, 2016

Gradients versus Grey Values for Sparse Image Reconstruction and Inpainting-Based Compression.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2016

2015
A focus fusion framework with anisotropic depth map smoothing.
Pattern Recognit., 2015

Beyond pure quality: Progressive modes, region of interest coding, and real time video decoding for PDE-based image compression.
J. Vis. Commun. Image Represent., 2015

Mathematical Foundations and Generalisations of the Census Transform for Robust Optic Flow Computation.
J. Math. Imaging Vis., 2015

Morphologically Invariant Matching of Structures with the Complete Rank Transform.
Int. J. Comput. Vis., 2015

Optimising Spatial and Tonal Data for PDE-based Inpainting.
CoRR, 2015

Multiview Depth Parameterisation with Second Order Regularisation.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2015

The Morphological Equivalents of Relativistic and Alpha-Scale-Spaces.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2015

Compressing Images with Diffusion- and Exemplar-Based Inpainting.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2015

Variational Exposure Fusion with Optimal Local Contrast.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2015

A Linear Scale-Space Theory for Continuous Nonlocal Evolutions.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2015

From Optimised Inpainting with Linear PDEs Towards Competitive Image Compression Codecs.
Proceedings of the Image and Video Technology - 7th Pacific-Rim Symposium, 2015

Modelling Image Processing with Discrete First-Order Swarms.
Proceedings of the Advances in Nature and Biologically Inspired Computing, 2015

Introducing Maximal Anisotropy into Second Order Coupling Models.
Proceedings of the Pattern Recognition - 37th German Conference, 2015

2014
Fast electrostatic halftoning.
J. Real Time Image Process., 2014

Editorial.
J. Math. Imaging Vis., 2014

Understanding, Optimising, and Extending Data Compression with Anisotropic Diffusion.
Int. J. Comput. Vis., 2014

A Variational Taxonomy for Surface Reconstruction from Oriented Points.
Comput. Graph. Forum, 2014

Simultaneous HDR and Optic Flow Computation.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Colour image compression with anisotropic diffusion.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Justifying Tensor-Driven Diffusion from Structure-Adaptive Statistics of Natural Images.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2014

Discrete Green's Functions for Harmonic and Biharmonic Inpainting with Sparse Atoms.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2014

Why Does Non-binary Mask Optimisation Work for Diffusion-Based Image Compression?
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2014

Learning Brightness Transfer Functions for the Joint Recovery of Illumination Changes and Optical Flow.
Proceedings of the Computer Vision - ECCV 2014, 2014

A Dense Pipeline for 3D Reconstruction from Image Sequences.
Proceedings of the Pattern Recognition - 36th German Conference, 2014

Introducing More Physics into Variational Depth-from-Defocus.
Proceedings of the Pattern Recognition - 36th German Conference, 2014

2013
L 2-Stable Nonstandard Finite Differences for Anisotropic Diffusion.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2013

A Fully Discrete Theory for Linear Osmosis Filtering.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2013

Compression of Depth Maps with Segment-Based Homogeneous Diffusion.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2013

Why Is the Census Transform Good for Robust Optic Flow Computation?
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2013

Progressive modes in PDE-based image compression.
Proceedings of the 30th Picture Coding Symposium, 2013

Priors for Stereo Vision under Adverse Weather Conditions.
Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013

Linear Osmosis Models for Visual Computing.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2013

An Optimal Control Approach to Find Sparse Data for Laplace Interpolation.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2013

Focus Fusion with Anisotropic Depth Map Smoothing.
Proceedings of the Computer Analysis of Images and Patterns, 2013

Lagrangian Strain Tensor Computation with Higher Order Variational Models.
Proceedings of the British Machine Vision Conference, 2013

The Complete Rank Transform: A Tool for Accurate and Morphologically Invariant Matching of Structures.
Proceedings of the British Machine Vision Conference, 2013

2012
Region-based pose tracking with occlusions using 3D models.
Mach. Vis. Appl., 2012

Dense versus Sparse Approaches for Estimating the Fundamental Matrix.
Int. J. Comput. Vis., 2012

Multi-Class Anisotropic Electrostatic Halftoning.
Comput. Graph. Forum, 2012

Motion Compensated Frame Interpolation with a Symmetric Optical Flow Constraint.
Proceedings of the Advances in Visual Computing - 8th International Symposium, 2012

Diffusion-Based Image Compression in Steganography.
Proceedings of the Advances in Visual Computing - 8th International Symposium, 2012

Anisotropic Range Image Integration.
Proceedings of the Pattern Recognition, 2012

Video Compression with 3-D Pose Tracking, PDE-Based Image Coding, and Electrostatic Halftoning.
Proceedings of the Pattern Recognition, 2012

Cross Anisotropic Cost Volume Filtering for Segmentation.
Proceedings of the Computer Vision - ACCV 2012, 2012

3D-Coherence-Enhancing Diffusion Filtering for Matrix Fields.
Proceedings of the Mathematical Methods for Signal and Image Analysis and Representation, 2012

2011
Dithering by Differences of Convex Functions.
SIAM J. Imaging Sci., 2011

Edge-based compression of cartoon-like images with homogeneous diffusion.
Pattern Recognit., 2011

On Improving the Efficiency of Tensor Voting.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Rotationally invariant similarity measures for nonlocal image denoising.
J. Vis. Commun. Image Represent., 2011

JMIV Special Issue - Mathematics and Image Analysis.
J. Math. Imaging Vis., 2011

Can Variational Models for Correspondence Problems Benefit from Upwind Discretisations?
J. Math. Imaging Vis., 2011

Optic Flow in Harmony.
Int. J. Comput. Vis., 2011

Adaptive Continuous-Scale Morphology for Matrix Fields.
Int. J. Comput. Vis., 2011

Highly Accurate Schemes for PDE-Based Morphology with General Convex Structuring Elements.
Int. J. Comput. Vis., 2011

Freehand HDR Imaging of Moving Scenes with Simultaneous Resolution Enhancement.
Comput. Graph. Forum, 2011

Optimising Spatial and Tonal Data for Homogeneous Diffusion Inpainting.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2011

Fast PDE-Based Image Analysis in Your Pocket.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2011

Novel Schemes for Hyperbolic PDEs Using Osmosis Filters from Visual Computing.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2011

Theoretical Foundations of Gaussian Convolution by Extended Box Filtering.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2011

Optic Flow Scale Space.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2011

Simultaneous Interpolation and Deconvolution Model for the 3-D Reconstruction of Cell Images.
Proceedings of the Pattern Recognition - 33rd DAGM Symposium, Frankfurt/Main, Germany, August 31, 2011

2010
Variational optic flow on the Sony PlayStation 3 - Accurate dense flow fields for real-time applications.
J. Real Time Image Process., 2010

Colour, texture, and motion in level set based segmentation and tracking.
Image Vis. Comput., 2010

Generalised Nonlocal Image Smoothing.
Int. J. Comput. Vis., 2010

Electrostatic Halftoning.
Comput. Graph. Forum, 2010

Joint Estimation of Motion, Structure and Geometry from Stereo Sequences.
Proceedings of the Computer Vision, 2010

A Highly Efficient GPU Implementation for Variational Optic Flow Based on the Euler-Lagrange Framework.
Proceedings of the Trends and Topics in Computer Vision, 2010

From Box Filtering to Fast Explicit Diffusion.
Proceedings of the Pattern Recognition, 2010

2009
PDE-based Morphology for Matrix Fields: Numerical Solution Schemes.
Proceedings of the Tensors in Image Processing and Computer Vision, 2009

A Variational Approach to the Registration of Tensor-Valued Images.
Proceedings of the Tensors in Image Processing and Computer Vision, 2009

How to Choose Interpolation Data in Images.
SIAM J. Appl. Math., 2009

Properties of Higher Order Nonlinear Diffusion Filtering.
J. Math. Imaging Vis., 2009

Large-scale antibody profiling of human blood sera: The future of molecular diagnosis.
Inform. Spektrum, 2009

Sparse versus Dense Approaches in Computer Vision.
Proceedings of the 14th International Workshop on Vision, Modeling, and Visualization, 2009

Hyperbolic Numerics for Variational Approaches to Correspondence Problems.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2009

Theoretical Foundations for Discrete Forward-and-Backward Diffusion Filtering.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2009

Fast Shape from Shading for Phong-Type Surfaces.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2009

PDE-Driven Adaptive Morphology for Matrix Fields.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2009

Highly Accurate PDE-Based Morphology for General Structuring Elements.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2009

A Lattice Boltzmann Model for Rotationally Invariant Dithering.
Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009

A Directional Rouy-Tourin Scheme for Adaptive Matrix-Valued Morphology.
Proceedings of the Mathematical Morphology and Its Application to Signal and Image Processing, 2009

Inpainting Ideas for Image Compression.
Proceedings of the Pattern Recognition and Image Analysis, 4th Iberian Conference, 2009

Complementary Optic Flow.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2009

Making Shape from Shading Work for Real-World Images.
Proceedings of the Pattern Recognition, 2009

Beating the Quality of JPEG 2000 with Anisotropic Diffusion.
Proceedings of the Pattern Recognition, 2009

Localised Mixture Models in Region-Based Tracking.
Proceedings of the Pattern Recognition, 2009

Edge-Based Image Compression with Homogeneous Diffusion.
Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009

2008
Image Compression with Anisotropic Diffusion.
J. Math. Imaging Vis., 2008

PDE-Based Anisotropic Disparity-Driven Stereo Vision.
Proceedings of the 13th International Fall Workshop on Vision, Modeling, and Visualization, 2008

High Performance Parallel Optical Flow Algorithms on the Sony Playstation 3.
Proceedings of the 13th International Fall Workshop on Vision, Modeling, and Visualization, 2008

Differential Geometry of Monogenic Signal Representations.
Proceedings of the Robot Vision, Second International Workshop, 2008

Partial Differential Equations for Interpolation and Compression of Surfaces.
Proceedings of the Mathematical Methods for Curves and Surfaces, 2008

Combined Registration Methods for Pose Estimation.
Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008

Is Dense Optic Flow Useful to Compute the Fundamental Matrix?.
Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008

A Generic Neighbourhood Filtering Framework for Matrix Fields.
Proceedings of the Computer Vision, 2008

Deinterlacing with Motion-Compensated Anisotropic Diffusion.
Proceedings of the Statistical and Geometrical Approaches to Visual Motion Analysis, 2008

Perspective Shape from Shading with Non-Lambertian Reflectance.
Proceedings of the Pattern Recognition, 2008

A Variational Model for the Joint Recovery of the Fundamental Matrix and the Optical Flow.
Proceedings of the Pattern Recognition, 2008

Staying Well Grounded in Markerless Motion Capture.
Proceedings of the Pattern Recognition, 2008

Markerless motion capture of man-machine interaction.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Variational registration of tensor-valued images.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

Dealing with Self-occlusion in Region Based Motion Capture by Means of Internal Regions.
Proceedings of the Articulated Motion and Deformable Objects, 5th International Conference, 2008

2007
Median and related local filters for tensor-valued images.
Signal Process., 2007

Mathematical morphology for matrix fields induced by the Loewner ordering in higher dimensions.
Signal Process., 2007

From two-dimensional nonlinear diffusion to coupled Haar wavelet shrinkage.
J. Vis. Commun. Image Represent., 2007

Theoretical foundations for spatially discrete 1-D shock filtering.
Image Vis. Comput., 2007

Morphology for matrix data: Ordering versus PDE-based approach.
Image Vis. Comput., 2007

Three-Dimensional Shape Knowledge for Joint Image Segmentation and Pose Tracking.
Int. J. Comput. Vis., 2007

A generic approach to diffusion filtering of matrix-fields.
Computing, 2007

Moment invariants as shape recognition technique for comparing protein binding sites.
Bioinform., 2007

A Direct Numerical Approach to Perspective Shape-from-Shading.
Proceedings of the 12th International Fall Workshop on Vision, Modeling, and Visualization, 2007

Robust Variational Reconstruction from Multiple Views.
Proceedings of the Image Analysis, 15th Scandinavian Conference, 2007

Evaluating a General Class of Filters for Image Denoising.
Proceedings of the Image Analysis, 15th Scandinavian Conference, 2007

Direct Shape-from-Shading with Adaptive Higher Order Regularisation.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2007

Level Set Methods for Watershed Image Segmentation.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2007

Combining Curvature Motion and Edge-Preserving Denoising.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2007

Beauty with Variational Methods: An Optic Flow Approach to Hairstyle Simulation.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2007

A Generic Approach to the Filtering of Matrix Fields with Singular PDEs.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2007

Region-Based Pose Tracking.
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

Anisotropic Continuous-Scale Morphology.
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

Occlusion Modeling by Tracking Multiple Objects.
Proceedings of the Pattern Recognition, 2007

Illumination-Robust Variational Optical Flow with Photometric Invariants.
Proceedings of the Pattern Recognition, 2007

2006
Level Set Segmentation With Multiple Regions.
IEEE Trans. Image Process., 2006

Numerical aspects of TV flow.
Numer. Algorithms, 2006

A TV flow based local scale estimate and its application to texture discrimination.
J. Vis. Commun. Image Represent., 2006

A Shock-Capturing Algorithm for the Differential Equations of Dilation and Erosion.
J. Math. Imaging Vis., 2006

Nonlinear structure tensors.
Image Vis. Comput., 2006

Highly Accurate Optic Flow Computation with Theoretically Justified Warping.
Int. J. Comput. Vis., 2006

Editorial: Special issue for the 5th International Conference on Scale-Space and PDE Methods in Computer Vision.
Int. J. Comput. Vis., 2006

Curvature-Driven PDE Methods for Matrix-Valued Images.
Int. J. Comput. Vis., 2006

A Multigrid Platform for Real-Time Motion Computation with Discontinuity-Preserving Variational Methods.
Int. J. Comput. Vis., 2006

Flexible Segmentation and Smoothing of DT-MRI Fields Through a Customizable Structure Tensor.
Proceedings of the Advances in Visual Computing, Second International Symposium, 2006

From Tensor-Driven Diffusion to Anisotropic Wavelet Shrinkage.
Proceedings of the Computer Vision, 2006

Variational Motion Segmentation with Level Sets.
Proceedings of the Computer Vision, 2006

From Adaptive Averaging to Accelerated Nonlinear Diffusion Filtering.
Proceedings of the Pattern Recognition, 2006

Fully-Automated Analysis of Muscle Fiber Images with Combined Region and Edge-Based Active Contours.
Proceedings of the Bildverarbeitung für die Medizin 2006, Algorithmen, Systeme, Anwendungen, Proceedings des Workshops vom 19., 2006

Tensor Median Filtering and M-Smoothing.
Proceedings of the Visualization and Processing of Tensor Fields, 2006

Tensor Field Interpolation with PDEs.
Proceedings of the Visualization and Processing of Tensor Fields, 2006

PDEs for Tensor Image Processing.
Proceedings of the Visualization and Processing of Tensor Fields, 2006

Mathematical Morphology on Tensor Data Using the Loewner Ordering.
Proceedings of the Visualization and Processing of Tensor Fields, 2006

Adaptive Structure Tensors and their Applications.
Proceedings of the Visualization and Processing of Tensor Fields, 2006

Diffusion Filters and Wavelets: What Can They Learn from Each Other?
Proceedings of the Handbook of Mathematical Models in Computer Vision, 2006

2005
Domain decomposition for variational optical-flow computation.
IEEE Trans. Image Process., 2005

Variational optical flow computation in real time.
IEEE Trans. Image Process., 2005

Diffusion-Inspired Shrinkage Functions and Stability Results for Wavelet Denoising.
Int. J. Comput. Vis., 2005

An Explanation for the Logarithmic Connection between Linear and Morphological System Theory.
Int. J. Comput. Vis., 2005

Lucas/Kanade Meets Horn/Schunck: Combining Local and Global Optic Flow Methods.
Int. J. Comput. Vis., 2005

Towards PDE-Based Image Compression.
Proceedings of the Variational, 2005

A Four-Pixel Scheme for Singular Differential Equations.
Proceedings of the Scale Space and PDE Methods in Computer Vision, 2005

PDE-Based Deconvolution with Forward-Backward Diffusivities and Diffusion Tensors.
Proceedings of the Scale Space and PDE Methods in Computer Vision, 2005

Denoising of Audio Data by Nonlinear Diffusion.
Proceedings of the Scale Space and PDE Methods in Computer Vision, 2005

Matrix-Valued Filters as Convex Programs.
Proceedings of the Scale Space and PDE Methods in Computer Vision, 2005

Regularity and Scale-Space Properties of Fractional High Order Linear Filtering.
Proceedings of the Scale Space and PDE Methods in Computer Vision, 2005

Relativistic Scale-Spaces.
Proceedings of the Scale Space and PDE Methods in Computer Vision, 2005

Discontinuity-Preserving Computation of Variational Optic Flow in Real-Time.
Proceedings of the Scale Space and PDE Methods in Computer Vision, 2005

Stabilised Nonlinear Inverse Diffusion for Approximating Hyperbolic PDEs.
Proceedings of the Scale Space and PDE Methods in Computer Vision, 2005

Semidiscrete and Discrete Well-Posedness of Shock Filtering.
Proceedings of the Mathematical Morphology: 40 Years On, 2005

Morphology for Higher-Dimensional Tensor Data Via Loewner Ordering.
Proceedings of the Mathematical Morphology: 40 Years On, 2005

Towards Ultimate Motion Estimation: Combining Highest Accuracy with Real-Time Performance.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

The Bessel Scale-Space.
Proceedings of the Deep Structure, 2005

Variational Deblurring of Images with Uncertain and Spatially Variant Blurs.
Proceedings of the Pattern Recognition, 27th DAGM Symposium, Vienna, Austria, August 31, 2005

Optic Flow Goes Stereo: A Variational Method for Estimating Discontinuity-Preserving Dense Disparity Maps.
Proceedings of the Pattern Recognition, 27th DAGM Symposium, Vienna, Austria, August 31, 2005

Stability and Local Feature Enhancement of Higher Order Nonlinear Diffusion Filtering.
Proceedings of the Pattern Recognition, 27th DAGM Symposium, Vienna, Austria, August 31, 2005

Three-Dimensional Shape Knowledge for Joint Image Segmentation and Pose Estimation.
Proceedings of the Pattern Recognition, 27th DAGM Symposium, Vienna, Austria, August 31, 2005

2004
On the Equivalence of Soft Wavelet Shrinkage, Total Variation Diffusion, Total Variation Regularization, and SIDEs.
SIAM J. Numer. Anal., 2004

High performance cluster computing with 3-D nonlinear diffusion filters.
Real Time Imaging, 2004

Parallel Variational Motion Estimation by Domain Decomposition and Cluster Computing.
Proceedings of the Computer Vision, 2004

Morphological Operations on Matrix-Valued Images.
Proceedings of the Computer Vision, 2004

A TV Flow Based Local Scale Measure for Texture Discrimination.
Proceedings of the Computer Vision, 2004

High Accuracy Optical Flow Estimation Based on a Theory for Warping.
Proceedings of the Computer Vision, 2004

04172 Abstracts Collection - Perspectives Workshop: Visualization and Image Processing of Tensor Fields.
Proceedings of the Perspectives Workshop: Visualization and Image Processing of Tensor Fields, 18.04., 2004

04131 Abstracts Collection - Geometric Properties from Incomplete Data.
Proceedings of the Geometric Properties from Incomplete Data, 21.03. - 26.03.2004, 2004

Level Set Based Image Segmentation with Multiple Regions.
Proceedings of the Pattern Recognition, 26th DAGM Symposium, August 30, 2004

2003
Growth and Motion in Three-Dimensional Images.
IEEE Trans. Medical Imaging, 2003

Correspondences between Wavelet Shrinkage and Nonlinear Diffusion.
Proceedings of the Scale Space Methods in Computer Vision, 4th International Conference, 2003

An Explanation for the Logarithmic Connection between Linear and Morphological Systems.
Proceedings of the Scale Space Methods in Computer Vision, 4th International Conference, 2003

Equivalence Results for TV Diffusion and TV Regularisation.
Proceedings of the Scale Space Methods in Computer Vision, 4th International Conference, 2003

Low Level Parallelization of Nonlinear Diffusion Filtering Algorithms for Cluster Computing Environments.
Proceedings of the Euro-Par 2003. Parallel Processing, 2003

Median Filtering of Tensor-Valued Images.
Proceedings of the Pattern Recognition, 2003

Coherence-Enhancing Shock Filters.
Proceedings of the Pattern Recognition, 2003

Rotationally Invariant Wavelet Shrinkage.
Proceedings of the Pattern Recognition, 2003

Domain Decomposition for Parallel Variational Optical Flow Computation.
Proceedings of the Pattern Recognition, 2003

Real-Time Optic Flow Computation with Variational Methods.
Proceedings of the Computer Analysis of Images and Patterns, 10th International Conference, 2003

Unsupervised Segmentation Incorporating Colour, Texture, and Motion.
Proceedings of the Computer Analysis of Images and Patterns, 10th International Conference, 2003

2002
Diffusion-enhanced visualization and quantification of vascular anomalies in three-dimensional rotational angiography: Results of an in-vitro evaluation.
Medical Image Anal., 2002

A Scheme for Coherence-Enhancing Diffusion Filtering with Optimized Rotation Invariance.
J. Vis. Commun. Image Represent., 2002

Dense Disparity Map Estimation Respecting Image Discontinuities: A PDE and Scale-Space Based Approach.
J. Vis. Commun. Image Represent., 2002

Diffusion Snakes: Introducing Statistical Shape Knowledge into the Mumford-Shah Functional.
Int. J. Comput. Vis., 2002

Diffusion Processes in Computer Vision.
Proceedings of the 7th International Fall Workshop on Vision, Modeling, and Visualization, 2002

Relations between Soft Wavelet Shrinkage and Total Variation Denoising.
Proceedings of the Pattern Recognition, 2002

Fast Implicit Active Contour Models.
Proceedings of the Pattern Recognition, 2002

Combining the Advantages of Local and Global Optic Flow Methods.
Proceedings of the Pattern Recognition, 2002

Designing 3-D Nonlinear Diffusion Filters for High Performance Cluster Computing.
Proceedings of the Pattern Recognition, 2002

Nonlinear Matrix Diffusion for Optic Flow Estimation.
Proceedings of the Pattern Recognition, 2002

2001
Fast Parallel Algorithms for a Broad Class of Nonlinear Variational Diffusion Approaches.
Real Time Imaging, 2001

Efficient image segmentation using partial differential equations and morphology.
Pattern Recognit., 2001

Variational Optic Flow Computation with a Spatio-Temporal Smoothness Constraint.
J. Math. Imaging Vis., 2001

A Theoretical Framework for Convex Regularizers in PDE-Based Computation of Image Motion.
Int. J. Comput. Vis., 2001

Evaluation of Diffusion Techniques for Improved Vessel Visualization and Quantification in Three-Dimensional Rotational Angiography.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001

A tensor-driven active contour model for moving object segmentation.
Proceedings of the 2001 International Conference on Image Processing, 2001

2000
PDE - Based Preprocessing of Medical Images.
Künstliche Intell., 2000

Medical Computer Vision - Service Page.
Künstliche Intell., 2000

Scale-Space Properties of Nonstationary Iterative Regularization Methods.
J. Vis. Commun. Image Represent., 2000

Relations Between Regularization and Diffusion Filtering.
J. Math. Imaging Vis., 2000

Smoothing images creates corners.
Image Vis. Comput., 2000

Reliable Estimation of Dense Optical Flow Fields with Large Displacements.
Int. J. Comput. Vis., 2000

Dense Disparity Map Estimation Respecting Image Discontinuities: A PDE and Scale-Space BasedApproach.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2000), 2000

Variational Image Motion Computation: Theoretical Framework, Problems and Perspectives.
Proceedings of the Mustererkennung 2000, 2000

An Anisotropic Diffusion Algorithm with Optimized Rotation Invariance.
Proceedings of the Mustererkennung 2000, 2000

Diffusion-Snakes Using Statistical Shape Knowledge.
Proceedings of the Algebraic Frames for the Perception-Action Cycle, 2000

Design of Nonlinear Diffusion Filters.
Proceedings of the Computer Vision and Applications, 2000

1999
Information Measures in Scale-Spaces.
IEEE Trans. Inf. Theory, 1999

A Real-Time Algorithm for Assessing Inhomogeneities in Fabrics.
Real Time Imaging, 1999

Linear Scale-Space has First been Proposed in Japan.
J. Math. Imaging Vis., 1999

Coherence-enhancing diffusion of colour images.
Image Vis. Comput., 1999

Coherence-Enhancing Diffusion Filtering.
Int. J. Comput. Vis., 1999

Multiscale Segmentation of Three-Dimensional MR Brain Images.
Int. J. Comput. Vis., 1999

Scale-Space Properties of Regularization Methods.
Proceedings of the Scale-Space Theories in Computer Vision, 1999

A Scale-Space Approach to Nonlocal Optical Flow Calculations.
Proceedings of the Scale-Space Theories in Computer Vision, 1999

Räumlich-zeitliche Berechnung des optischen Flusses mit nichtlinearen flußabhängigen Glattheitstermen.
Proceedings of the Mustererkennung 1999, 1999

1998
Anisotropic diffusion in image processing.
Teubner, ISBN: 978-3-519-02606-8, 1998

Efficient and reliable schemes for nonlinear diffusion filtering.
IEEE Trans. Image Process., 1998

A note on differential corner measures.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

Three Dimensional MR Brain Segmentation.
Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998

Fast Segmentation Methods Based on Partial Differential Equations and the Watershed Transformation.
Proceedings of the Mustererkennung 1998, 20. DAGM-Symposium, Stuttgart, 29. September, 1998

1997
On the History of Gaussian Scale-Space Axiomatics.
Proceedings of the Gaussian Scale-Space Theory, 1997

Nonlinear Diffusion Scale-Spaces.
Proceedings of the Gaussian Scale-Space Theory, 1997

Nonlinear Multiscale Representations for Image Segmentation.
Comput. Vis. Image Underst., 1997

Recursive Separable Schemes for Nonlinear Diffusion Filters.
Proceedings of the Scale-Space Theory in Computer Vision, First International Conference, 1997

A Review of Nonlinear Diffusion Filtering.
Proceedings of the Scale-Space Theory in Computer Vision, First International Conference, 1997

On Generalized Entropies and Scale-Space.
Proceedings of the Scale-Space Theory in Computer Vision, First International Conference, 1997

Parallel Implementations of AOS Schemes: A Fast Way of Nonlinear Diffusion Filtering.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

1996
Anisotropic diffusion in image processing.
PhD thesis, 1996

A semidiscrete nonlinear scale-space theory and its relation to the Perona - Malik paradox.
Proceedings of the Advances in Computer Vision, 1996

Conservative image transformations with restoration and scale-space properties.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

1994
Theoretical Foundations of Anisotropic Diffusion in Image Processing.
Proceedings of the Theoretical Foundations of Computer Vision, 1994


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