Mads Nielsen

Stefan Sommer, Mads Nielsen, Sune Darkner, Xavier Pennec: Higher-Order Momentum Distributions and Locally Affine LDDMM Registration. SIAM J. Imaging Sciences 6(1): 341-367 (2013)

Melanie Ganz, Marleen de Bruijne, Erik B. Dam, Paola Pettersen, Morten Asser Karsdal, Claus Christiansen, Mads Nielsen: Distribution, Size, and Shape of Abdominal Aortic Calcified Deposits and Their Relationship to Mortality in Postmenopausal Women. Int. J. Biomedical Imaging 2012 (2012)

Vladlena Gorbunova, Jon Sporring, Pechin Lo, Martine Loeve, Harm A. Tiddens, Mads Nielsen, Asger Dirksen, Marleen de Bruijne: Mass preserving image registration for lung CT. Medical Image Analysis 16(4): 786-795 (2012)

Lauge Sørensen, Mads Nielsen, Pechin Lo, Haseem Ashraf, Jesper Johannes Holst Pedersen, Marleen de Bruijne: Texture-Based Analysis of COPD: A Data-Driven Approach. IEEE Trans. Med. Imaging 31(1): 70-78 (2012)

Kersten Petersen, Melanie Ganz, Peter Mysling, Mads Nielsen, Lene Lillemark, Alessandro Crimi, Sami S. Brandt: A Bayesian Framework for Automated Cardiovascular Risk Scoring on Standard Lumbar Radiographs. IEEE Trans. Med. Imaging 31(3): 663-676 (2012)

Sudhakar Tummala, Mads Nielsen, Martin Lillholm, Claus Christiansen, Erik B. Dam: Automatic Quantification of Tibio-Femoral Contact Area and Congruity. IEEE Trans. Med. Imaging 31(7): 1404-1412 (2012)

Konstantin Chernoff, Marco Loog, Mads Nielsen: Metric learning by directly minimizing the k-NN training error. ICPR 2012: 1265-1268

Lars Lau Rakêt, Mads Nielsen: A splitting algorithm for directional regularization and sparsification. ICPR 2012: 3094-3098

Gopal Karemore, Brad M. Keller, Huen Oh, Julia Tchou, Mads Nielsen, Emily F. Conant, Despina Kontos: Mammographic Parenchymal Texture Analysis for Estrogen-Receptor Subtype Specific Breast Cancer Risk Estimation. Digital Mammography / IWDM 2012: 596-603

Aasa Feragen, Pechin Lo, Marleen de Bruijne, Mads Nielsen, François Lauze: Towards a theory of statistical tree-shape analysis. CoRR abs/1207.5371 (2012)

Sune Høgild Keller, François Lauze, Mads Nielsen: Video Super-Resolution Using Simultaneous Motion and Intensity Calculations. IEEE Transactions on Image Processing 20(7): 1870-1884 (2011)

Alessandro Crimi, Martin Lillholm, Mads Nielsen, Anarta Ghosh, Marleen de Bruijne, Erik B. Dam, Jon Sporring: Maximum a Posteriori Estimation of Linear Shape Variation With Application to Vertebra and Cartilage Modeling. IEEE Trans. Med. Imaging 30(8): 1514-1526 (2011)

Sami S. Brandt, Gopal Karemore, Nico Karssemeijer, Mads Nielsen: An Anatomically Oriented Breast Coordinate System for Mammogram Analysis. IEEE Trans. Med. Imaging 30(10): 1841-1851 (2011)

Lars Lau Rakêt, Lars Roholm, Mads Nielsen, François Lauze: TV-L¹ Optical Flow for Vector Valued Images. EMMCVPR 2011: 329-343

Aasa Feragen, Søren Hauberg, Mads Nielsen, François Lauze: Means in spaces of tree-like shapes. ICCV 2011: 736-746

Aditya Tatu, François Lauze, Mads Nielsen, Benjamin B. Kimia: Exploring the representation capabilities of the HOG descriptor. ICCV Workshops 2011: 1410-1417

Jens Petersen, Mads Nielsen, Pechin Lo, Zaigham Saghir, Asger Dirksen, Marleen de Bruijne: Optimal Graph Based Segmentation Using Flow Lines with Application to Airway Wall Segmentation. IPMI 2011: 49-60

Stefan Sommer, Mads Nielsen, François Lauze, Xavier Pennec: A Multi-scale Kernel Bundle for LDDMM: Towards Sparse Deformation Description across Space and Scales. IPMI 2011: 624-635

Peter Mysling, Kersten Petersen, Mads Nielsen, Martin Lillholm: Automatic Segmentation of Vertebrae from Radiographs: A Sample-Driven Active Shape Model Approach. MLMI 2011: 10-17

Xin Huang, Lars Lau Rakêt, Huynh Van Luong, Mads Nielsen, François Lauze, Søren Forchhammer: Multi-hypothesis transform domain Wyner-Ziv video coding including optical flow. MMSP 2011: 1-6

Stefan Sommer, François Lauze, Mads Nielsen, Xavier Pennec: Kernel Bundle EPDiff: Evolution Equations for Multi-scale Diffeomorphic Image Registration. SSVM 2011: 677-688

Stefan Sommer, Mads Nielsen, Sune Darkner, Xavier Pennec: Higher Order Kernels and Locally Affine LDDMM Registration. CoRR abs/1112.3166 (2011)

Aditya Tatu, François Lauze, Stefan Sommer, Mads Nielsen: On Restricting Planar Curve Evolution to Finite Dimensional Implicit Subspaces with Non-Euclidean Metric. Journal of Mathematical Imaging and Vision 38(3): 226-240 (2010)

Arish A. Qazi, Dan R. Jørgensen, Martin Lillholm, Marco Loog, Mads Nielsen, Erik B. Dam: A framework for optimizing measurement weight maps to minimize the required sample size. Medical Image Analysis 14(3): 255-264 (2010)

Aasa Feragen, François Lauze, Pechin Lo, Marleen de Bruijne, Mads Nielsen: Geometries on Spaces of Treelike Shapes. ACCV (2) 2010: 160-173

Stefan Sommer, François Lauze, Søren Hauberg, Mads Nielsen: Manifold Valued Statistics, Exact Principal Geodesic Analysis and the Effect of Linear Approximations. ECCV (6) 2010: 43-56

Kersten Petersen, Mads Nielsen, Sami S. Brandt: A Static SMC Sampler on Shapes for the Automated Segmentation of Aortic Calcifications. ECCV (4) 2010: 666-679

Konstantin Chernoff, Mads Nielsen: Weighting of the k-Nearest-Neighbors. ICPR 2010: 666-669

Aasa Feragen, François Lauze, Mads Nielsen: Fundamental Geodesic Deformations in Spaces of Treelike Shapes. ICPR 2010: 2089-2093

Kersten Petersen, Mads Nielsen, Sami S. Brandt: Conditional Point Distribution Models. MCV 2010: 1-10

Melanie Ganz, Mads Nielsen, Sami S. Brandt: Patch-Based Generative Shape Model and MDL Model Selection for Statistical Analysis of Archipelagos. MLMI 2010: 34-41

Vladlena Gorbunova, Sander S. A. M. Jacobs, Pechin Lo, Asger Dirksen, Mads Nielsen, Alireza Bab-Hadiashar, Marleen de Bruijne: Early Detection of Emphysema Progression. MICCAI (2) 2010: 193-200

Stefan Sommer, François Lauze, Mads Nielsen: The Differential of the Exponential Map, Jacobi Fields and Exact Principal Geodesic Analysis. CoRR abs/1008.1902 (2010)

Mads Nielsen, Wiro J. Niessen, Carl-Fredrik Westin: Editorial. International Journal of Computer Vision 85(3): 209-210 (2009)

Konstantin Chernoff, Mads Nielsen: Projected Generalized Procrustes Alignment. IPMI 2009: 503-514

Lauge Sørensen, Pechin Lo, Haseem Ashraf, Jon Sporring, Mads Nielsen, Marleen de Bruijne: Learning COPD Sensitive Filters in Pulmonary CT. MICCAI (1) 2009: 699-706

David Gustavsson, Kim Steenstrup Pedersen, François Lauze, Mads Nielsen: On the Rate of Structural Change in Scale Spaces. SSVM 2009: 832-843

David Gustavsson, Kim Steenstrup Pedersen, Mads Nielsen: A SVD based Image Complexity Measure. VISAPP (2) 2009: 34-39

François Lauze, Mads Nielsen: From Inpainting to Active Contours. International Journal of Computer Vision 79(1): 31-43 (2008)

Mads Nielsen, Marleen de Bruijne, Camilla Jørgensen, Søren I. Olsen, Kim Steenstrup Pedersen, Jon Sporring: Special Issue on Tribute Workshop for Peter Johansen. Journal of Mathematical Imaging and Vision 31(2-3): 119-120 (2008)

Anne Cuzol, Kim Steenstrup Pedersen, Mads Nielsen: Field of Particle Filters for Image Inpainting. Journal of Mathematical Imaging and Vision 31(2-3): 147-156 (2008)

Mads Nielsen, Peter Johansen, Andrew D. Jackson, Benny Lautrup, Søren Hauberg: Brownian Warps for Non-Rigid Registration. Journal of Mathematical Imaging and Vision 31(2-3): 221-231 (2008)

Sune Høgild Keller, François Lauze, Mads Nielsen: Deinterlacing Using Variational Methods. IEEE Transactions on Image Processing 17(11): 2015-2028 (2008)

Jakob Raundahl, Marco Loog, Paola Pettersen, László B. Tankó, Mads Nielsen: Automated Effect-Specific Mammographic Pattern Measures. IEEE Trans. Med. Imaging 27(8): 1054-1060 (2008)

Gopal Karemore, Mads Nielsen, Kim Komal Mascarenhas, K. S. Choudhary, Ajeethkumar Patil, V. K. Unnikrishnan, Vijendra Prabhu, Arunkumar Chowla, C. Santhosh: Classification of Laser Induced Fluorescence spectra from normal and malignant tissues using Learning Vector Quantization neural network in bladder cancer diagnosis. BIBE 2008: 1-6

Vladlena Gorbunova, Pechin Lo, Haseem Ashraf, Asger Dirksen, Mads Nielsen, Marleen de Bruijne: Weight Preserving Image Registration for Monitoring Disease Progression in Lung CT. MICCAI (2) 2008: 863-870

Ketut Fundana, Niels Chr. Overgaard, Anders Heyden, David Gustavsson, Mads Nielsen: Nonrigid Object Segmentation and Occlusion Detection in Image Sequences. VISAPP (1) 2008: 211-218

David J. Hawkes, Mads Nielsen: Editorial. Medical Image Analysis 11(5): 415-416 (2007)

Marleen de Bruijne, Michael T. Lund, László B. Tankó, Paola Pettersen, Mads Nielsen: Quantitative vertebral morphometry using neighbor-conditional shape models. Medical Image Analysis 11(5): 503-512 (2007)

Juan Eugenio Iglesias, Marleen de Bruijne, Marco Loog, François Lauze, Mads Nielsen: A Family of Principal Component Analyses for Dealing with Outliers. MICCAI (2) 2007: 178-185

Lars A. Conrad-Hansen, Marleen de Bruijne, François Lauze, László B. Tankó, Paola Pettersen, Qing He, Jianghong Chen, Claus Christiansen, Mads Nielsen: Quantifying Calcification in the Lumbar Aorta on X-Ray Images. MICCAI (2) 2007: 352-359

Jakob Raundahl, Marco Loog, Paola Pettersen, Mads Nielsen: Quantifying Effect-Specific Mammographic Density. MICCAI (2) 2007: 580-587

Aditya Tatu, François Lauze, Mads Nielsen, Ole Fogh Olsen: Curve Evolution in Subspaces. SSVM 2007: 754-764

Sune Høgild Keller, François Lauze, Mads Nielsen: Motion Compensated Video Super Resolution. SSVM 2007: 801-812

David Gustavsson, Kim Steenstrup Pedersen, Mads Nielsen: Image Inpainting by Cooling and Heating. SCIA 2007: 591-600

Ole Fogh Olsen, Mads Nielsen: The Generic Structure of the Optic Flow Field. Journal of Mathematical Imaging and Vision 24(1): 37-53 (2006)

Arjan Kuijper, Ole Fogh Olsen, Peter J. Giblin, Mads Nielsen: Alternative 2D Shape Representations using the Symmetry Set. Journal of Mathematical Imaging and Vision 26(1-2): 127-147 (2006)

Jakob Raundahl, Marco Loog, Mads Nielsen: Understanding Hessian-Based Density Scoring. Digital Mammography / IWDM 2006: 447-452

Marleen de Bruijne, Michael T. Lund, László B. Tankó, Paola Pettersen, Mads Nielsen: Quantitative Vertebral Morphometry Using Neighbor-Conditional Shape Models. MICCAI (1) 2006: 1-8

Rasmus Larsen, Mads Nielsen, Jon Sporring (Eds.): Medical Image Computing and Computer-Assisted Intervention - MICCAI 2006, 9th International Conference, Copenhagen, Denmark, October 1-6, 2006, Proceedings, Part I. Lecture Notes in Computer Science 4190, Springer 2006, isbn 3-540-44707-5

Rasmus Larsen, Mads Nielsen, Jon Sporring (Eds.): Medical Image Computing and Computer-Assisted Intervention - MICCAI 2006, 9th International Conference, Copenhagen, Denmark, October 1-6, 2006, Proceedings, Part II. Lecture Notes in Computer Science 4191, Springer 2006, isbn 3-540-44727-X

Lars A. Conrad-Hansen, Marleen de Bruijne, François Lauze, László B. Tankó, Mads Nielsen: Quantizing Calcification in the Lumbar Aorta on 2-D Lateral X-Ray Images. CVBIA 2005: 409-418

Marleen de Bruijne, Mads Nielsen: Multi-object Segmentation Using Shape Particles. IPMI 2005: 762-773

Sune Høgild Keller, François Lauze, Mads Nielsen: A Total Variation Motion Adaptive Deinterlacing Scheme. Scale-Space 2005: 408-418

Kim Steenstrup Pedersen, Remco Duits, Mads Nielsen: On alpha Kernels, Lévy Processes, and Natural Image Statistics. Scale-Space 2005: 468-479

François Lauze, Mads Nielsen: From Inpainting to Active Contours. VLSM 2005: 97-108

François Lauze, Mads Nielsen: A Variational Algorithm For Motion Compensated Inpainting. BMVC 2004: 1-11

Mads Nielsen, Peter Johansen: A PDE Solution of Brownian Warping. ECCV (4) 2004: 180-191

Arjan Kuijper, Ole Fogh Olsen, Peter J. Giblin, Philip Bille, Mads Nielsen: From a 2D Shape to a String Structure Using the Symmetry Set. ECCV (2) 2004: 313-325

Dan Witzner Hansen, David J. C. MacKay, John Paulin Hansen, Mads Nielsen: Eye tracking off the shelf. ETRA 2004: 58

Marleen de Bruijne, Mads Nielsen: Image Segmentation by Shape Particle Filtering. ICPR (3) 2004: 722-725

Marleen de Bruijne, Mads Nielsen: Shape Particle Filtering for Image Segmentation. MICCAI (1) 2004: 168-175

Martin Lillholm, Mads Nielsen, Lewis D. Griffin: Feature-Based Image Analysis. International Journal of Computer Vision 52(2-3): 73-95 (2003)

Erik Dam, Ole Fogh Olsen, Mads Nielsen: Approximating Non-linear Diffusion. Scale-Space 2003: 117-131

Marco Loog, Martin Lillholm, Mads Nielsen, Max A. Viergever: Gaussian Scale Space from Insufficient Image Information. Scale-Space 2003: 757-769

Jon Sporring, Niels Holm Olsen, Mads Nielsen: Detection and Localization of Random Signals. Scale-Space 2003: 785-797

Niels Holm Olsen, Jon Sporring, Mads Nielsen, Christina Hnida, Seren Ziebe: Reconstructing the Optical Thickness from Hoffman Modulation Contrast Images. SCIA 2003: 526-533

Mads Nielsen, Lars Kai Hansen, Peter Johansen, Jon Sporring: Guest Editorial: Special Issue on Statistics of Shapes and Textures. Journal of Mathematical Imaging and Vision 17(2): 87 (2002)

Mads Nielsen, Peter Johansen, Andrew D. Jackson, Benny Lautrup: Brownian Warps: A Least Committed Prior for Non-rigid Registration. MICCAI (2) 2002: 557-564

Dan Witzner Hansen, Mads Nielsen, John Paulin Hansen, Anders Sewerin Johansen, Mikkel B. Stegmann: Tracking Eyes Using Shape and Appearance. MVA 2002: 201-204

Dan Witzner Hansen, John Paulin Hansen, Mads Nielsen, Anders Sewerin Johansen, Mikkel B. Stegmann: Eye Typing using Markov and Active Appearance Models. WACV 2002: 132-136

Anders Heyden, Gunnar Sparr, Mads Nielsen, Peter Johansen (Eds.): Computer Vision - ECCV 2002, 7th European Conference on Computer Vision, Copenhagen, Denmark, May 28-31, 2002, Proceedings, Part I. Lecture Notes in Computer Science 2350, Springer 2002, isbn 3-540-43745-2

Anders Heyden, Gunnar Sparr, Mads Nielsen, Peter Johansen (Eds.): Computer Vision - ECCV 2002, 7th European Conference on Computer Vision, Copenhagen, Denmark, May 28-31, 2002, Proceedings, Part II. Lecture Notes in Computer Science 2351, Springer 2002, isbn 3-540-43744-4

Anders Heyden, Gunnar Sparr, Mads Nielsen, Peter Johansen (Eds.): Computer Vision - ECCV 2002, 7th European Conference on Computer Vision, Copenhagen, Denmark, May 28-31, 2002, Proceedings, Part III. Lecture Notes in Computer Science 2352, Springer 2002, isbn 3-540-43746-0

Anders Heyden, Gunnar Sparr, Mads Nielsen, Peter Johansen (Eds.): Computer Vision - ECCV 2002, 7th European Conference on Computer Vision, Copenhagen, Denmark, May 28-31, 2002, Proceedings, Part IV. Lecture Notes in Computer Science 2353, Springer 2002, isbn 3-540-43748-7

Per Rønsholt Andresen, Mads Nielsen: Non-rigid registration by geometry-constrained diffusion. Medical Image Analysis 5(2): 81-88 (2001)

Mads Nielsen, Ole Fogh Olsen, Michael Sig, Mikkel Sigurd: Koenderink Corner Points. IWVF 2001: 420-430

Kim Steenstrup Pedersen, Mads Nielsen: Computing Optic Flow by Scale-Space Integration of Normal Flow. Scale-Space 2001: 14-25

Mads Nielsen, Martin Lillholm: What Do Features Tell about Images? Scale-Space 2001: 39-50

Bart M. ter Haar Romeny, Luc Florack, Mads Nielsen: Scale-Time Kernels and Models. Scale-Space 2001: 255-263

Erik Dam, Mads Nielsen: Exploring Non-linear Diffusion: The Diffusion Echo. Scale-Space 2001: 264-272

Jon Sporring, Ole Fogh Olsen, Mads Nielsen, Joachim Weickert: Smoothing images creates corners. Image Vision Comput. 18(3): 261-266 (2000)

Peter Johansen, Mads Nielsen, Ole Fogh Olsen: Branch Points in One-Dimensional Gaussian Scale Space. Journal of Mathematical Imaging and Vision 13(3): 193-203 (2000)

Niels Holm Olsen, Mads Nielsen: Lie Group Modeling of Nonlinear Point Set Shape Variability. AFPAC 2000: 259-268

Erik Dam, Mads Nielsen: Non-linear Diffusion for Interactive Multi-scale Watershed Segmentation. MICCAI 2000: 216-225

Mads Nielsen, Robert Maas, Wiro J. Niessen, Luc Florack, Bart M. ter Haar Romeny: Binocular Stereo from Grey-Scale Images. Journal of Mathematical Imaging and Vision 10(2): 103-122 (1999)

Per Rønsholt Andresen, Mads Nielsen: Non-rigid Registration by Geometry-Constrained Diffusion. MICCAI 1999: 533-543

Kim Steenstrup Pedersen, Mads Nielsen: The Hausdorff Dimension and Scale-Space Normalisation of Natural Images. Scale-Space 1999: 271-282

Mads Nielsen, Peter Johansen, Ole Fogh Olsen, Joachim Weickert (Eds.): Scale-Space Theories in Computer Vision, Second International Conference, Scale-Space'99, Corfu, Greece, September 26-27, 1999, Proceedings. Lecture Notes in Computer Science 1682, Springer 1999, isbn 3-540-66498-X

Luc Florack, Wiro J. Niessen, Mads Nielsen: The Intrinsic Structure of Optic Flow Incorporating Measurement Duality. International Journal of Computer Vision 27(3): 263-286 (1998)

Mads Nielsen, Ole Fogh Olsen: The Structure of the Optic Flow Field. ECCV (2) 1998: 271-287

Mads Nielsen, Per Rønsholt Andresen: Feature Displacement Interpolation. ICIP (3) 1998: 208-212

Per Rønsholt Andresen, Mads Nielsen, Sven Kreiborg: 4D Shape-Preserving Modeling of Bone Growth. MICCAI 1998: 710-719

Wiro J. Niessen, James S. Duncan, Mads Nielsen, Luc Florack, Bart M. ter Haar Romeny, Max A. Viergever: Multiscale Approach to Image Sequence Analysis. Computer Vision and Image Understanding 65(2): 259-268 (1997)

Mads Nielsen, Luc Florack, Rachid Deriche: Regularization, Scale-Space, and Edge Detection Filters. Journal of Mathematical Imaging and Vision 7(4): 291-307 (1997)

Mads Nielsen: Graduated Nonconvexity by Functional Focusing. IEEE Trans. Pattern Anal. Mach. Intell. 19(5): 521-525 (1997)

Ole Fogh Olsen, Mads Nielsen: Multiscale Gradient Magnitude Watershed Segmentation. ICIAP (1) 1997: 6-13

Mads Nielsen, Wiro J. Niessen, Robert Maas, Luc Florack, Bart M. ter Haar Romeny: On the Duality of Scalar and Density Flows. Scale-Space 1997: 65-76

Ole Fogh Olsen, Mads Nielsen: Generic Events for the Gradient Squared with Application to Multi-Scale Segmentation. Scale-Space 1997: 101-112

Mads Nielsen, Luc Florack, Rachid Deriche: Regularization, Scale-Space, and Edge Detection Filters. ECCV (2) 1996: 70-81

Mads Nielsen: Surface Reconstruction: GNCs and MFA. ICCV 1995: 344-

Mads Nielsen: Isotropic Regularization. BMVC 1993: 1-10

Mads Nielsen: Graduated Non-Convexity by Smoothness Focusing. BMVC 1993: 1-10