Mads Nielsen

According to our database1, Mads Nielsen authored at least 169 papers between 1993 and 2018.

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

Timeline

Legend:

Book 
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PhD thesis 
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Links

On csauthors.net:

Bibliography

2018
PADDIT: Probabilistic Augmentation of Data using Diffeomorphic Image Transformation.
CoRR, 2018

On Variational Methods for Motion Compensated Inpainting.
CoRR, 2018

Simultaneous synthesis of FLAIR and segmentation of white matter hypointensities from T1 MRIs.
CoRR, 2018

Robust training of recurrent neural networks to handle missing data for disease progression modeling.
CoRR, 2018

2017
A Statistical Model for Simultaneous Template Estimation, Bias Correction, and Registration of 3D Brain Images.
CoRR, 2017

Convolutional neural networks for segmentation and object detection of human semen.
CoRR, 2017

Convolutional Neural Networks for Segmentation and Object Detection of Human Semen.
Proceedings of the Image Analysis - 20th Scandinavian Conference, 2017

Characterization of Errors in Deep Learning-Based Brain MRI Segmentation.
Proceedings of the Deep Learning for Medical Image Analysis, 1st Edition, 2017

2016
Kernel Bundle Diffeomorphic Image Registration Using Stationary Velocity Fields and Wendland Basis Functions.
IEEE Trans. Med. Imaging, 2016

Unsupervised Deep Learning Applied to Breast Density Segmentation and Mammographic Risk Scoring.
IEEE Trans. Med. Imaging, 2016

Training shortest-path tractography: Automatic learning of spatial priors.
NeuroImage, 2016

Combining the boundary shift integral and tensor-based morphometry for brain atrophy estimation.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

Supervised hub-detection for brain connectivity.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

A Statistical Model for Simultaneous Template Estimation, Bias Correction, and Registration of 3D Brain Images.
Proceedings of the Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging, 2016

Learning Density Independent Texture Features.
Proceedings of the Breast Imaging, 2016

2015
Image registration using stationary velocity fields parameterized by norm-minimizing Wendland kernel.
Proceedings of the Medical Imaging 2015: Image Processing, 2015

Locally Orderless Registration for Diffusion Weighted Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Diffeomorphic image registration with automatic time-step adjustment.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

2014
Optimal surface segmentation using flow lines to quantify airway abnormalities in chronic obstructive pulmonary disease.
Medical Image Analysis, 2014

Geometry and Statistics: Manifolds and Stratified Spaces.
Journal of Mathematical Imaging and Vision, 2014

Brain region's relative proximity as marker for Alzheimer's disease based on structural MRI.
BMC Medical Imaging, 2014

Optimization over geodesics for exact principal geodesic analysis.
Adv. Comput. Math., 2014

Stepwise Inverse Consistent Euler's Scheme for Diffeomorphic Image Registration.
Proceedings of the Biomedical Image Registration - 6th International Workshop, 2014

Breast Tissue Segmentation and Mammographic Risk Scoring Using Deep Learning.
Proceedings of the Breast Imaging - 12th International Workshop, IWDM 2014, Gifu City, Japan, June 29, 2014

2013
Higher-Order Momentum Distributions and Locally Affine LDDMM Registration.
SIAM J. Imaging Sciences, 2013

Toward a Theory of Statistical Tree-Shape Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

A unifying framework for automatic and semi-automatic segmentation of vertebrae from radiographs using sample-driven active shape models.
Mach. Vis. Appl., 2013

Sparse Multi-Scale Diffeomorphic Registration: The Kernel Bundle Framework.
Journal of Mathematical Imaging and Vision, 2013

Mathematical Methods for Medical Imaging.
International Journal of Computer Vision, 2013

Morphometric connectivity analysis to distinguish normal, mild cognitive impaired, and Alzheimer subjects based on brain MRI.
Proceedings of the Medical Imaging 2013: Image Processing, 2013

Deep Feature Learning for Knee Cartilage Segmentation Using a Triplanar Convolutional Neural Network.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Cube propagation for focal brain atrophy estimation.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Femoral cartilage segmentation in Knee MRI scans using two stage voxel classification.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
Automatic Quantification of Tibio-Femoral Contact Area and Congruity.
IEEE Trans. Med. Imaging, 2012

Texture-Based Analysis of COPD: A Data-Driven Approach.
IEEE Trans. Med. Imaging, 2012

A Bayesian Framework for Automated Cardiovascular Risk Scoring on Standard Lumbar Radiographs.
IEEE Trans. Med. Imaging, 2012

Mass preserving image registration for lung CT.
Medical Image Analysis, 2012

Distribution, Size, and Shape of Abdominal Aortic Calcified Deposits and Their Relationship to Mortality in Postmenopausal Women.
Int. J. Biomedical Imaging, 2012

Towards a theory of statistical tree-shape analysis
CoRR, 2012

Sparsity and scale: Compact representations of deformation for diffeomorphic registration.
Proceedings of the 2012 IEEE Workshop on Mathematical Methods in Biomedical Image Analysis, 2012

Cascaded classifier for large-scale data applied to automatic segmentation of articular cartilage.
Proceedings of the Medical Imaging 2012: Image Processing, 2012

Towards exaggerated emphysema stereotypes.
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012

Mammographic Parenchymal Texture Analysis for Estrogen-Receptor Subtype Specific Breast Cancer Risk Estimation.
Proceedings of the Breast Imaging, 2012

A splitting algorithm for directional regularization and sparsification.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Metric learning by directly minimizing the k-NN training error.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

2011
Maximum a Posteriori Estimation of Linear Shape Variation With Application to Vertebra and Cartilage Modeling.
IEEE Trans. Med. Imaging, 2011

An Anatomically Oriented Breast Coordinate System for Mammogram Analysis.
IEEE Trans. Med. Imaging, 2011

Video Super-Resolution Using Simultaneous Motion and Intensity Calculations.
IEEE Trans. Image Processing, 2011

Higher Order Kernels and Locally Affine LDDMM Registration
CoRR, 2011

Kernel Bundle EPDiff: Evolution Equations for Multi-scale Diffeomorphic Image Registration.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2011

Multi-hypothesis transform domain Wyner-Ziv video coding including optical flow.
Proceedings of the IEEE 13th International Workshop on Multimedia Signal Processing (MMSP 2011), 2011

Automatic Segmentation of Vertebrae from Radiographs: A Sample-Driven Active Shape Model Approach.
Proceedings of the Machine Learning in Medical Imaging - Second International Workshop, 2011

A Multi-scale Kernel Bundle for LDDMM: Towards Sparse Deformation Description across Space and Scales.
Proceedings of the Information Processing in Medical Imaging, 2011

Optimal Graph Based Segmentation Using Flow Lines with Application to Airway Wall Segmentation.
Proceedings of the Information Processing in Medical Imaging, 2011

Exploring the representation capabilities of the HOG descriptor.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Means in spaces of tree-like shapes.
Proceedings of the IEEE International Conference on Computer Vision, 2011

TV-L1 Optical Flow for Vector Valued Images.
Proceedings of the Energy Minimazation Methods in Computer Vision and Pattern Recognition, 2011

Towards exaggerated image stereotypes.
Proceedings of the First Asian Conference on Pattern Recognition, 2011

2010
A framework for optimizing measurement weight maps to minimize the required sample size.
Medical Image Analysis, 2010

On Restricting Planar Curve Evolution to Finite Dimensional Implicit Subspaces with Non-Euclidean Metric.
Journal of Mathematical Imaging and Vision, 2010

The Differential of the Exponential Map, Jacobi Fields and Exact Principal Geodesic Analysis
CoRR, 2010

Classification in medical images using adaptive metric k-NN.
Proceedings of the Medical Imaging 2010: Image Processing, 2010

Conditional Point Distribution Models.
Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2010

Early Detection of Emphysema Progression.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Patch-Based Generative Shape Model and MDL Model Selection for Statistical Analysis of Archipelagos.
Proceedings of the Machine Learning in Medical Imaging, First International Workshop, 2010

Quantitative analysis of airway abnormalities in CT.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010

MACD: an imaging marker for cardiovascular disease.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010

Fundamental Geodesic Deformations in Spaces of Treelike Shapes.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Weighting of the k-Nearest-Neighbors.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Manifold Valued Statistics, Exact Principal Geodesic Analysis and the Effect of Linear Approximations.
Proceedings of the Computer Vision - ECCV 2010, 2010

A Static SMC Sampler on Shapes for the Automated Segmentation of Aortic Calcifications.
Proceedings of the Computer Vision, 2010

Geometries on Spaces of Treelike Shapes.
Proceedings of the Computer Vision - ACCV 2010, 2010

2009
Editorial.
International Journal of Computer Vision, 2009

A SVD based Image Complexity Measure.
Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009

On the Rate of Structural Change in Scale Spaces.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2009

Mass preserving registration for lung CT.
Proceedings of the Medical Imaging 2009: Image Processing, 2009

Bayes estimation of shape model with application to vertebrae boundaries.
Proceedings of the Medical Imaging 2009: Image Processing, 2009

Learning COPD Sensitive Filters in Pulmonary CT.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Fractal dimension and lacunarity analysis of mammographic patterns in assessing breast cancer risk related to HRT treated population: a longitudinal and cross-sectional study.
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009

Scale focusing of statistical shape models for breast region segmentation and pectoral muscle suppression.
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009

Projected Generalized Procrustes Alignment.
Proceedings of the Information Processing in Medical Imaging, 2009

Bicycle chain shape models.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

Dense iterative contextual pixel classification using Kriging.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

2008
Automated Effect-Specific Mammographic Pattern Measures.
IEEE Trans. Med. Imaging, 2008

Deinterlacing Using Variational Methods.
IEEE Trans. Image Processing, 2008

Brownian Warps for Non-Rigid Registration.
Journal of Mathematical Imaging and Vision, 2008

Special Issue on Tribute Workshop for Peter Johansen.
Journal of Mathematical Imaging and Vision, 2008

Field of Particle Filters for Image Inpainting.
Journal of Mathematical Imaging and Vision, 2008

From Inpainting to Active Contours.
International Journal of Computer Vision, 2008

Nonrigid Object Segmentation and Occlusion Detection in Image Sequences.
Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008

A variational method for automatic localization of the most pathological ROI in the knee cartilage.
Proceedings of the Medical Imaging 2008: Image Processing, 2008

Weight Preserving Image Registration for Monitoring Disease Progression in Lung CT.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Classification of Laser Induced Fluorescence spectra from normal and malignant tissues using Learning Vector Quantization neural network in bladder cancer diagnosis.
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008

2007
Editorial.
Medical Image Analysis, 2007

Quantitative vertebral morphometry using neighbor-conditional shape models.
Medical Image Analysis, 2007

Image Inpainting by Cooling and Heating.
Proceedings of the Image Analysis, 15th Scandinavian Conference, 2007

Curve Evolution in Subspaces.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2007

Motion Compensated Video Super Resolution.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2007

Evaluation of four mammographic density measures on HRT data.
Proceedings of the Medical Imaging 2007: Image Processing, 2007

Automatic detection of diseased regions in knee cartilage.
Proceedings of the Medical Imaging 2007: Image Processing, 2007

Evaluation of Brownian warps for shape alignment.
Proceedings of the Medical Imaging 2007: Image Processing, 2007

Vertebral fracture classification.
Proceedings of the Medical Imaging 2007: Image Processing, 2007

Quantifying Effect-Specific Mammographic Density.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

A Family of Principal Component Analyses for Dealing with Outliers.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Quantifying Calcification in the Lumbar Aorta on X-Ray Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Semi-automatic detection of calcifications using nonlinear stretching on x-ray images.
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, 2007

2006
The Generic Structure of the Optic Flow Field.
Journal of Mathematical Imaging and Vision, 2006

Alternative 2D Shape Representations using the Symmetry Set.
Journal of Mathematical Imaging and Vision, 2006

Mammographic density measured as changes in tissue structure caused by HRT.
Proceedings of the Medical Imaging 2006: Image Processing, 2006

A pixelwise inpainting-based refinement scheme for quantizing calcification in the lumbar aorta on 2D lateral x-ray images.
Proceedings of the Medical Imaging 2006: Image Processing, 2006

Quantitative Vertebral Morphometry Using Neighbor-Conditional Shape Models.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

Understanding Hessian-Based Density Scoring.
Proceedings of the Digital Mammography, 2006

2005
From Inpainting to Active Contours.
Proceedings of the Variational, 2005

On alpha Kernels, Lévy Processes, and Natural Image Statistics.
Proceedings of the Scale Space and PDE Methods in Computer Vision, 2005

A Total Variation Motion Adaptive Deinterlacing Scheme.
Proceedings of the Scale Space and PDE Methods in Computer Vision, 2005

Shape regression for vertebra fracture quantification.
Proceedings of the Medical Imaging 2005: Image Processing, 2005

Locating articular cartilage in MR images.
Proceedings of the Medical Imaging 2005: Image Processing, 2005

Quantizing calcification in the lumbar aorta on 2-D lateral x-ray images.
Proceedings of the Medical Imaging 2005: Image Processing, 2005

Multi-object Segmentation Using Shape Particles.
Proceedings of the Information Processing in Medical Imaging, 2005

Quantizing Calcification in the Lumbar Aorta on 2-D Lateral X-Ray Images.
Proceedings of the Computer Vision for Biomedical Image Applications, 2005

2004
Effect of projective viewpoint in detecting temporal density changes.
Proceedings of the Medical Imaging 2004: Image Processing, 2004

Asymmetry quantization and application to human mandibles.
Proceedings of the Medical Imaging 2004: Image Processing, 2004

Prediction of the location of the lumbar aorta using the first four lumbar vertebrae as a predictor.
Proceedings of the Medical Imaging 2004: Image Processing, 2004

Shape Particle Filtering for Image Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

Image Segmentation by Shape Particle Filtering.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Eye tracking off the shelf.
Proceedings of the Eye Tracking Research & Application Symposium, 2004

A PDE Solution of Brownian Warping.
Proceedings of the Computer Vision, 2004

From a 2D Shape to a String Structure Using the Symmetry Set.
Proceedings of the Computer Vision, 2004

A Variational Algorithm For Motion Compensated Inpainting.
Proceedings of the British Machine Vision Conference, 2004

2003
Feature-Based Image Analysis.
International Journal of Computer Vision, 2003

Reconstructing the Optical Thickness from Hoffman Modulation Contrast Images.
Proceedings of the Image Analysis, 13th Scandinavian Conference, 2003

Detection and Localization of Random Signals.
Proceedings of the Scale Space Methods in Computer Vision, 4th International Conference, 2003

Gaussian Scale Space from Insufficient Image Information.
Proceedings of the Scale Space Methods in Computer Vision, 4th International Conference, 2003

Approximating Non-linear Diffusion.
Proceedings of the Scale Space Methods in Computer Vision, 4th International Conference, 2003

2002
Guest Editorial: Special Issue on Statistics of Shapes and Textures.
Journal of Mathematical Imaging and Vision, 2002

Eye Typing using Markov and Active Appearance Models.
Proceedings of the 6th IEEE Workshop on Applications of Computer Vision (WACV 2002), 2002

Tracking Eyes Using Shape and Appearance.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2002), 2002

Brownian Warps: A Least Committed Prior for Non-rigid Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002

2001
Non-rigid registration by geometry-constrained diffusion.
Medical Image Analysis, 2001

Scale-Time Kernels and Models.
Proceedings of the Scale-Space and Morphology in Computer Vision, 2001

Computing Optic Flow by Scale-Space Integration of Normal Flow.
Proceedings of the Scale-Space and Morphology in Computer Vision, 2001

What Do Features Tell about Images?
Proceedings of the Scale-Space and Morphology in Computer Vision, 2001

Exploring Non-linear Diffusion: The Diffusion Echo.
Proceedings of the Scale-Space and Morphology in Computer Vision, 2001

Koenderink Corner Points.
Proceedings of the Visual Form 2001, 4th International Workshop on Visual Form, 2001

2000
The Hausdorff Dimension and Scale-Space Normalization of Natural Images.
J. Visual Communication and Image Representation, 2000

Special Issue on the Second International Conference on Scale Space Theory in Computer Vision: Guest Editors' Comments.
J. Visual Communication and Image Representation, 2000

Branch Points in One-Dimensional Gaussian Scale Space.
Journal of Mathematical Imaging and Vision, 2000

Smoothing images creates corners.
Image Vision Comput., 2000

Non-linear Diffusion for Interactive Multi-scale Watershed Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2000

Lie Group Modeling of Nonlinear Point Set Shape Variability.
Proceedings of the Algebraic Frames for the Perception-Action Cycle, 2000

1999
Binocular Stereo from Grey-Scale Images.
Journal of Mathematical Imaging and Vision, 1999

The Hausdorff Dimension and Scale-Space Normalisation of Natural Images.
Proceedings of the Scale-Space Theories in Computer Vision, 1999

Non-rigid Registration by Geometry-Constrained Diffusion.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1999

1998
The Intrinsic Structure of Optic Flow Incorporating Measurement Duality.
International Journal of Computer Vision, 1998

4D Shape-Preserving Modeling of Bone Growth.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1998

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

Feature Displacement Interpolation.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

The Structure of the Optic Flow Field.
Proceedings of the Computer Vision, 1998

1997
Scale-Space Generators and Functionals.
Proceedings of the Gaussian Scale-Space Theory, 1997

Graduated Nonconvexity by Functional Focusing.
IEEE Trans. Pattern Anal. Mach. Intell., 1997

Regularization, Scale-Space, and Edge Detection Filters.
Journal of Mathematical Imaging and Vision, 1997

Multiscale Approach to Image Sequence Analysis.
Computer Vision and Image Understanding, 1997

Generic Events for the Gradient Squared with Application to Multi-Scale Segmentation.
Proceedings of the Scale-Space Theory in Computer Vision, First International Conference, 1997

On the Duality of Scalar and Density Flows.
Proceedings of the Scale-Space Theory in Computer Vision, First International Conference, 1997

Multiscale Gradient Magnitude Watershed Segmentation.
Proceedings of the Image Analysis and Processing, 9th International Conference, 1997

1996
Regularization, Scale-Space, and Edge Detection Filters.
Proceedings of the Computer Vision, 1996

1995
Surface Reconstruction: GNCs and MFA.
ICCV, 1995

1993
Graduated Non-Convexity by Smoothness Focusing.
Proceedings of the British Machine Vision Conference, 1993

Isotropic Regularization.
Proceedings of the British Machine Vision Conference, 1993


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