Selected List of Publications by Mads Nielsen:

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Refereed Conference Articles and Book Contributions

  • Alessandro Crimi, Anarta Ghosh, Jon Sporring, and Mads Nielsen.
    Bayes estimation of shape model with application to vertebrae boundaries.
    In Proceedings of the SPIE: Medical Imaging 2009, Orlando, Florida, USA, 2009.
  • Vladlena Gorbunova, Pechin Lo, Martin Loeve, Harm Tiddens, Jon Sporring, Mads Nielsen, and Marleen de Bruijne.
    Mass preserving registration for lung ct.
    In Proceedings of the SPIE: Medical Imaging 2009, Orlando, Florida, USA, 2009.
  • David Gustavsson, Kim Steenstrup Pedersen, and Mads Nielsen.
    A svd based image complexity measure.
    In International Conference on Computer Vision Theory and Applications (VISAPP'09), 2009.
  • David Gustavsson, Kim Steenstrup Pedersen, Francois Lauze, and Mads Nielsen.
    On the rate of structural change in scale spaces.
    In Proceedings of Scale Space and Variational Methods in Computer Vision SSVM, 2009.
  • Lauge Sørensen, Pechin Lo, Haseem Ashraf, Jon Sporring, Mads Nielsen, and Marleen de Bruijne.
    Learning copd sensitive filters in pulmonary ct.
    In MICCAI 2009, London, UK, 2009.
  • David Gustavsson, Ketut Fundana, Niels Chr. Overgaard, Anders Heyden, and Mads Nielsen.
    Nonrigid object segmentation and occlusion detection in image sequences.
    In 3rd International Conference on Computer Vision Theory and Applications (VISAPP 08), 2008.
  • Marleen de Bruijne, Paola C. Pettersen, Laszlo B. Tankó, and Mads Nielsen.
    Vertebral fracture classification.
    In SPIE Medical Imaging - Image Processing, 2007.
  • David Gustavsson, Ketut Fundana, Niels Chr. Overgaard, Anders Heyden, and Mads Nielsen.
    Variational segmentation and contour matching of non-rigid moving object.
    In Workshop on Dynamical Vision (WDV '07), 2007.
  • David Gustavsson, Kim Steenstrup Pedersen, and Mads Nielsen.
    Geometric and texture inpainting by gibbs sampling.
    In Swedish Symposium on Image Analysis (SSBA '07), March 2007.
  • David Gustavsson, Kim Steenstrup Pedersen, and Mads Nielsen.
    Image inpainting by cooling and heating.
    In Bjarne Ersbøll and Kim Steenstrup Pedersen, editors, Scandinavian Conference on Image Analysis (SCIA '07), volume 4522 of Lecture Notes in Computer Science, pages 591-600. Springer Verlag, June 2007.
  • Lars A. Conrad-Hansen, Marleen de Bruijne, Francois B. Lauze, Laszlo B. Tankó, P.C. Pettersen, Qing He, Jianghong Chen, Claus Christiansen, and Mads Nielsen.
    Quantifying calcification in the lumbar aorta on x-ray images.
    In Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2007.
  • Lars A. Conrad-Hansen, Marleen de Bruijne, Mads Nielsen, and Maria Petrou.
    Semi-automatic detection of calcification using non-linear stretching on X-ray images.
    In SPIE Medical Imaging - Computer Aided Diagnosis, 2007.
  • J. Eugenio Iglesias, Marleen de Bruijne, Marco Loog, Francois B. Lauze, and Mads Nielsen.
    A family of principal component analyses for dealing with outliers.
    In Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2007.
  • Mads Nielsen.
    Evaluation of brownian warps for shape alignment.
    In Proc. of SPIE Medical Imaging 2007, 2007.
  • Arish Asif Qazi, Erik B. Dam, Ole Fogh Olsen, Mads Nielsen, and Claus Christiansen.
    Automatic detection of diseased regions in knee cartilage.
    In In proceedings of SPIE Medical Imaging, 2007.
  • Arish Asif Qazi, Erik B. Dam, Mads Nielsen, Claus Christiansen, and Morten A. Karsdal.
    Homogeneity discrimination leads to identification of a superior roi in knee cartilage.
    In In proceedings of EULAR, 2007.
  • Aditya Tatu, Francois Lauze, Mads Nielsen, and Ole Fogh Olsen.
    Curve evolution in subspaces.
    In 1st International Conference on Scale Space and Variational Methods in Computer Vision, volume LNCS 4485 of Lecture Notes in Computer Science, pages 754-764. Springer, 2007.
  • Marleen de Bruijne, Michael Tillge Lund, Laszlo B. Tanko, Paola Pettersen, and Mads Nielsen.
    Quantitative vertebral morphometry using neighbor-conditional shape models.
    In Mads Nielsen, Jon Sporring, and Rasmus Larsen, editors, Medical Imaging Computing and Computer-Assisted Intervention (MICCAI), volume 4190 of Lecture Notes in Computer Science, pages 1-8. Springer, 2006.
  • Marleen de Bruijne, Michael Tillge Lund, Laszlo B. Tanko, Paola Pettersen, and Mads Nielsen.
    Quantitative vertebral morphometry using neighbor-conditional shape models.
    In Erik Dam, Sharmila Majumdar, and J Christopher Buckland-Wright, editors, Joint Disease Workshop - Quantitative Automated Musculoskeletal Analysis. MICCAI 2006 Workshop Proceedings, page 41, 2006.
  • Marleen de Bruijne, Paola Pettersen, Michael Tillge Lund, Laszlo B. Tanko, Mads Nielsen, and Peter Alexandersen.
    A novel computer-based quantitative measurement of vertebral deformity in postmenopausal women: Implications for diagnosis and monitoring.
    In Journal of Bone and Mineral Research, volume 21. The American Society for Bone and Mineral Research, 2006.
    Suppl 1.
  • Lars Conrad-Hansen, Marleen de Bruijne, Francois Lauze, Mads Nielsen, and L'aszlo (CCBR) T'ank'o.
    A pixelwise inpainting-based refinement scheme for quantizing calcification in the lumbar aorta on 2d lateral x-ray images.
    In SPIE Medical Imaging - Image Processing, 2006.
  • Sune Høgild Keller, Francois Lauze, and Mads Nielsen.
    Variational motion compensated deinterlacing.
    In 3rd Workshop on Statistical Methods in Multi-Image and Video Processing (SMVP), 9th ECCV 2006 Workshop Proceedings. ECCV, 2006.
  • Rasmus Larsen, Mads Nielsen, and Jon Sporring.
    Preface of Medical Image Computing and Computer-Assisted Intervention - MICCAI 2006, chapter Medical Image Computing and Computer-Assisted Intervention - MICCAI 2006, pages V-VI.
    Number 4190-4191 in Lecture Notes in Computer Science. Springer, 2006.
  • Marleen de Bruijne and Mads Nielsen.
    Multi-object segmentation using shape particles.
    In Information Processing in Medical Imaging (IPMI), 2005.
  • Lars Conrad-Hansen, Marleen de Bruijne, Francois Lauze, Mads Nielsen, and Laszlo Tanko.
    Quantizing calcification in the lumbar aorta on 2-d lateral x-ray images.
    In Computer Vision for Biomedical Image Applications, pages 409-418. Springer-Verlag, 2005.
  • Lars Conrad-Hansen, Francois Lauze, Mads Nielsen, and Laszlo Tanko.
    Quantizing calcification in the lumbar aorta on 2-d lateral x-ray images using tv-inpainting.
    In proceedings, 2005.
  • Jenny Folkesson, Erik B. Dam, Paola Pettersen, Mads Nielsen, Ole Fogh Olsen, and Claus Christiansen.
    Locating articular cartilage in mr images.
    In Proceedings of SPIE, pages 1484-1490, 2005.
  • Sune Høgild Keller, Francois Lauze, and Mads Nielsen.
    A total variation motion adaptive deinterlacing scheme.
    In Ron Kimmel, Nir Sochen, and Joachim Weickert, editors, Scale Space and PDE Methods in Computer Vision, pages 408-418. Springer, 2005.
  • Francois Lauze and Mads Nielsen.
    From inpainting to active contours.
    In Tony Chan, Stanley Osher, and Nikos Paragios, editors, Variational, Geometric, and Level Set Methods in Computer Vision, Third International Workshop, (VLSM 2005), volume 3752 of Lecture Notes in Computer Science. Springer, 2005.
  • Michael Tillge Lund, Marleen de Bruijne, Laszlo B. Tanko, and Mads Nielsen.
    Shape regression for vertebra fracture quantification.
    In J. Michael Fitzpatrick and Joseph M. Reinhardt, editors, Proceedings of SPIE, pages 723-731. SPIE - The International Society for Optical Engineering, 2005.
  • Mads Nielsen.
    Editorial.
    In Deep Structure, Singularities, and Computer Vision, number 3753 in Lecture Notes in Computer Science, page i. Springer Verlag, 2005.
  • Kim Steenstrup Pedersen, Remco Duits, and Mads Nielsen.
    On alpha kernels, levy processes, and natural image statistics.
    In Proceedings of Scale Space 2005, Lecture Notes in Computer Science, pages 468-479. Springer, 2005.
  • Mads Nielsen and Bo Markussen.
    From bayes to PDEs in image warping.
    In N. Paragios, Yunmei Chen, and Olivier Faugeras, editors, Mathematical Models in Computer Vision: The handbook. Springer Verlag, 2005.
  • Marleen de Bruijne and Mads Nielsen.
    Image segmentation by shape particle filtering.
    In ICPR, pages III:722-725, 2004.
  • Marleen de Bruijne and Mads Nielsen.
    Shape particle filtering for image segmentation.
    In MICCAI, 2004.
  • Lars Conrad-Hansen, Jakob Raundahl, Laszlo B. Tanko, and Mads Nielsen.
    Prediction of the location of the lumbar aorta using the first four lumbar vertbrae as a predictor.
    In SPIE Medical Imaging Proceedings, 2004.
  • Nanna Glerup, Mads Nielsen, Jon Sporring, and Sven Kreiborg.
    Asymmetry quantization and application to human mandibles.
    In J. Michael Fitzpatrick, editor, Proceedings of the SPIE, International Symposium on Medical Imaging 2004: Image Processing, volume 5370, part 1, pages 274-282, San Diego, California, USA, February 2004.
  • Arjan Kuijper, Ole Fogh Olsen, Mads Nielsen, Philip Bille, and Peter Giblin.
    From a 2d shape to a string structure using the symmetry set.
    In Lecture Notes in Computer Science, volume 3022, pages 313-325. Springer, 2004.
  • Francois Lauze, Pierre Kornprobst, Christophe Lenglet, Rachid Deriche, and Mads Nielsen.
    About some optical flow methods from structure tensor : Review and contribution.
    In RFIA 2004, pages 283-291. Laas-CNRS, 2004.
  • Mads Nielsen and Peter Johansen.
    A PDE solution of brownian warping.
    In Computer Vision - ECCV 2004, volume 3024 of Lecture Notes in Computer Science, pages 181-191. Springer, 2004.
  • Mads Nielsen.
    A variational method of finding brownian warps.
    In Proceedings of SIAM Imaging Conference, 2004.
  • Jakob Raundahl, Mads Nielsen, Ole Fogh Olsen, and Yu Bagger.
    Effect of projective viewpoint in detecting temporal density changes in mammographic images.
    In Effect of projective viewpoint in detecting temporal density changes in mammographic images, 2004.
  • Erik B. Dam, Ole Fogh Olsen, and Mads Nielsen.
    Approximating non-linear diffusion.
    In Scale Space Methods in Computer Vision. Springer, 2003.
  • Marco Loog, Martin Lillholm, Mads Nielsen, and Max A. Viergever.
    Gaussian scale space from insufficient image information.
    In Lewis Griffin and Martin Lillholm, editors, Proceedings of the 4th International Scale Space Conference, pages 757-769, 2003.
  • Niels Holm Olsen, Jon Sporring, and Mads Nielsen.
    Reconstruction of optical thickness from hoffman modulation contrast images.
    In Proceedings of the 13th Scandinavian Conference on Image Analysis, pages 526-533, Göteborg, Sweden, June 2003.
  • Jon Sporring, Niels Holm Olsen, and Mads Nielsen.
    Detection and localization of random signals.
    In Lewis D. Griffin and Martin Lillholm, editors, Scale Space Methods in Computer vision, volume 2695 of Lecture Notes in Computer Science, pages 785-797. Springer Verlag, June 2003.
  • Mads Nielsen, Peter Johansen, Andrew D. Jackson, and Benny Lautrup.
    Brownian warps: A least committed prior for non-rigid registration.
    In T. Dohi and R. Kikinis, editors, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2002, volume 2489 of Lecture Notes in Computer Science, pages 557-564. Springer, 2002.
  • Erik B. Dam and Mads Nielsen.
    Exploring non-linear diffusion: The diffusion echo.
    In Lecture Notes in Computer Science, volume 2106: Proceedings for the Third International Conference on Scale-Space & Morphology 2. Springer, 2001.
  • Mads Nielsen and Martin Lillholm.
    What do features tell about images?
    In Proc. of 3rd International Scale-Space Conference, pages 39-50. Springer Verlag, Lecture Notes in Computer Science 2106, 2001.
  • Mads Nielsen, Ole Fogh Olsen, Michael Sig, and Mikkel Sigurd.
    Koenderink corner points.
    In 4th International Workshop on Visual Form, volume 2059 of Lecture Notes in Computer Science. Springer, 2001.
  • Kim Steenstrup Pedersen and Mads Nielsen.
    Computing optic flow by scale-space integration of normal flow.
    In M. Kerckhove, editor, Scale-Space and Morphology in Computer Vision: Proceedings of Scale-Space'01, volume 2106 of Lecture Notes in Computer Science, pages 14-25. Springer, 2001.
  • Erik B. Dam, Tron Darvann, Andy Dobrzeniecki, Peter Johansen, Noriyuki Kitai, Sven Kreiborg, Per Larsen, Martin Lillholm, Mads Nielsen, Ole Fogh Olsen, and Andreas Thomsen.
    Interactive multi-scale segmentation in clinical use.
    In Proceedings of European Conference of Radiology, 2000.
  • Erik B. Dam and Mads Nielsen.
    Non-linear diffusion for interactive multi-scale watershed segmentation.
    In Proceedings for MICCAI 2000. Springer, 2000.
  • Niels Holm Olsen and Mads Nielsen.
    Lie group modeling of nonlinear point set shape variability.
    In Gerald Sommer and Yehoshua Y. Zeevi, editors, Algebraic Frames for the Perception-Action Cycle (AFPAC 2000), volume 1888 of Lecture Notes in Computer Science, pages 259-268. Springer, 2000.
  • Per Rønsholt Andresen and Mads Nielsen.
    Non-rigid registration by geometry-constrained diffusion.
    In MICCAI'99, pages 533-543. Springer, LNCS, Vol. 1679, 1999.
  • Ioana Mogensen and Mads Nielsen.
    Tube-snake models for reconstruction of elongated structures from their contour projections.
    In SCIA '99, 1999.
  • Kim Steenstrup Pedersen and Mads Nielsen.
    The hausdorff dimension and scale-space normalisation of natural images.
    In Scale-Space Theory in Computer Vision: Scale-Space'99, Proceedings, Lecture Notes in Computer Science, pages 271-282. Springer Verlag, 1999.
  • Mads Nielsen and Ole Fogh Olsen.
    The structure of the optic flow.
    In Proceedings of the European Conference on Computer Vision, volume 1407 of Lecture Notes in Computer Science, pages 271-287, Freiburg, Germany, June 1998. Springer Verlag.
  • Jon Sporring, Mads Nielsen, Joachim Weickert, and Ole Fogh Olsen.
    A note on differential corner measures.
    In Proceedings of 14'th International Conference on Pattern Recognition (ICPR'98), Brisbane, Australia, August 1998.
  • Mads Nielsen, Wiro J. Niessen, Robert Maas, Luc M. J. Florack, and Bart ter Haar Romeny.
    On the duality of scalar and density flows.
    In Scale-Space Theory in Computer Vision, Proc. 1st International Conference, volume 1252 of Lecture Notes in Computer Science, pages 65-76, Utrecht, The Netherlands, July 1997. Springer Verlag.
  • Ole Fogh Olsen and Mads Nielsen.
    Multi-scale gradient magnitude watershed segmentation.
    In ICIAP'97 - 9th International Conference on Image Analysis and Processing, volume 1310 of Lecture Notes in Computer Science, pages 6-13, Florence, Italy, September 1997.
  • Ole Fogh Olsen and Mads Nielsen.
    Generic events for the gradient squared with application to multi-scale segmentation.
    In Scale-Space Theory in Computer Vision, Proc. 1st International Conference, volume 1252 of Lecture Notes in Computer Science, pages 101-112, Utrecht, The Netherlands, July 1997.
  • Mads Nielsen.
    Scale-space generators and functionals.
    In Jon Sporring, Mads Nielsen, Luc Florack, and Peter Johansen, editors, Gaussian Scale-Space Theory, pages 99-114. Kluwer, 1997.
  • R. Maas, Mads Nielsen, W.J. Niessen, B.M. ter Haar Romeny, and M.A. Viergever.
    Local disparity measurements using scalable operators.
    In Peter Johansen, editor, Proceedings of the Copenhagen Workshop on Gaussian Scale-Space Theory, pages 80-87, Copenhagen, Denmark, May 10-13 1996. Datalogisk Institut, Københavns Universitet.
    DIKU-rapport 96/19.
  • Mads Nielsen.
    Stereo vision: A least committed bayesian approach.
    In Proc. of Interdisciplinary Inversion Workshop. DTU, September 1996.
  • W.J. Niessen, Mads Nielsen, L.M.J. Florack, R. Maas, B.M. ter Haar Romeny, and M.A. Viergever.
    Multiscale optic flow using physical constraints.
    In Peter Johansen, editor, Proceedings of the Copenhagen Workshop on Gaussian Scale-Space Theory, pages 72-79, Copenhagen, Denmark, May 10-13 1996. Datalogisk Institut, Københavns Universitet.
    DIKU-rapport 96/19.
  • Robert Maas, Mads Nielsen, Wiro J. Niessen, Bart M. ter Haar Romeny, and Max A. Viergever.
    A scale-space approach to binocular stereo.
    In Abstracts of the ASCI Imaging Workshop 1995, page 34, Venray, The Netherlands, 25-27 October 1995.
  • Mads Nielsen.
    Surface reconstruction: Gncs and mfa.
    In Proceedings of International Conference on Computer Vision, pages 344-349, Cambridge, Massachusetts, USA, June 20-23 1995.
  • Mads Nielsen.
    Bayesian inference in computer vision: Binocular stereo from axioms to algorithm.
    In Proceedings of International Conference on Current Issues of Statistical Shape Analysis, pages 128-135, Leeds, England, June 5-7 1995.
  • Mads Nielsen.
    Binocular dense depth reconstruction using isotropy constraint.
    In Proceedings of the 9th Scandinavian Conference on Image Analysis, pages 49-56, Uppsala, Sweden, June 6-9 1995.
  • Jon Sporring and Mads Nielsen.
    Direct estimation of time to contact.
    In Proceedings of the 9th Scandinavian Conference on Image Analysis, pages 941-948, Uppsala, Sweden, June 6-9 1995.
    ftp://ftp.diku.dk/diku/image/publications/sporring.950601.ps.gz.
  • Mads Nielsen.
    Binocular dense depth reconstruction using isotropy constraint.
    In Gunilla Borgefors, editor, Theory And Applications of Image Analysis II - Selected Papers from the 9th Scandinavian Conference on Image Analysis, pages 127-140. World Scientific, 1995.
    ftp://ftp.diku.dk/diku/image/publications/nielsen.941019.ps.gz.
  • Jon Sporring and Mads Nielsen.
    Direct estimation of first order optic flow.
    In Gunilla Borgefors, editor, Theory And Applications of Image Analysis II - Selected Papers from the 9th Scandinavian Conference on Image Analysis, pages 225-238. World Scientific, 1995.
    ftp://ftp.diku.dk/diku/image/publications/sporring.950620.ps.gz.
  • Mads Nielsen.
    Scale space extensions of the weak string.
    In Proceedings of the 8th Scandinavian Conference on Image Analysis, Tromsø, Norway, May 25-28 1993.
  • Mads Nielsen.
    Isotropic regularization.
    In Proc of 4th BMVC, Guildford, England, September 21-23 1993.
  • Mads Nielsen.
    Graduated non-convexity by smoothness focusing.
    In Proc of 4th BMVC, Guildford, England, September 21-23 1993.
  • Mads Nielsen.
    Optisk databehandling og billedforbedring, fremtidens itv-anlæg.
    In NUSA-Konference pa DTH, DTH, Copenhagen, Denmark, March 18 1993.
  • Mads Nielsen.
    Isotropic regularization.
    In proc. of 4th BMVC, pages 135-144, 1993.
  • John Bach Jensen and Mads Nielsen.
    A simple genetic algorithm applied to discontinous regularization.
    In Proceedings of 1992 IEEE Workshop on Neural Networks for Signal Processing. The Danish Computational Neural Network Center CONNECT and The Electronics Institute, The Technical University of Denmark. In cooperation with the IEEE Signal Processing Society, August 1992.
  • Mads Nielsen.
    Regularization as a tool for integration of information.
    In H. I. Christensen, editor, Proceedings of the Nordic Summer School on Active Vision & Geometric Modeling, pages 7-16. Laboratory of Image Analysis, IES, Aalborg University, September 1992.