Publications Maarten Jansen

(Page under construction)

Books

  1. M. Jansen and P. Oonincx: Second Generation Wavelets and Applications Springer Verlag, 2005
    (ISBN: 1-85233-916-0)
    see cover, Table Of Contents
  2. M. Jansen: Noise reduction by wavelet thresholding. Springer Verlag, Lecture notes in Statistics, vol. 161, 2001
    (ISBN: 0-387-95244-6)
    see cover

Journal Papers

  1. M. Jansen, G. Nason, and B. Silverman. Multiscale methods for data on graphs and irregular multidimensional situations. Journal of the Royal Statistical Society, series B, 71(1), pages 97-125, 2009.
  2. W. Van Aerschot, M. Jansen, and A. Bultheel. Normal Mesh based Geometrical Image Compression. Image and Vision Computing, 27(4): pages 459-468, 2009.
  3. M. Jansen. Refinement independent wavelets for use in adaptive multiresolution schemes. International Journal of Wavelets, Multiresolution and Information Processing (IJWMIP), 6 (4): pages 521-539, 2008.
  4. M. Jansen. Stable edge-adaptive multiscale decompositions using updated normal offsets. IEEE Transactions on Signal Processing, 56 (7): pages 2718-2727, Jul. 2008.
  5. M. Jansen. Multiscale Change Point Analysis in Poisson count data. Chemometrics and Intelligent Laboratory Systems, 85 (2): pages 159-169, Feb. 2007.
  6. T. Figarella and M.H. Jansen. Brush wear detection by continuous wavelet transform. Mechanical Systems and Signal Processing, 21(3), pages 1212-1222, April 2007.
  7. M. Jansen. Minimum risk thresholds for data with heavy noise. IEEE Signal Processing Letters, 13(5), pages 296-299, May 2006.
  8. W. Van Aerschot,M. Jansen, and A. Bultheel. Adaptive splitting for stabilizing 1-D wavelet decompositions on irregular grids. Signal Processing, 86(9), pages 2447-2463, Sep. 2006
    (revised version of TW413 )
  9. M. Jansen. Multiscale Poisson data smoothing. Journal of the Royal Statistical Society, Series B, 68(1), pages 27-48, 2006.
    (revised version of SPOR 03-29 )
  10. V. Delouille, M. Jansen, and R. von Sachs: Second-generation wavelet denoising methods for irregularly spaced data in two dimensions. Signal Processing, 86(7), pages 1435-1450, 2006.
    (revised version of UCL-Stat 0305)
  11. M. Jansen, R. Baraniuk, and S. Lavu. Multiscale Approximation of Piecewise Smooth Two-Dimensional Functions using Normal Triangulated Meshes. Appl. Comp. Harm. Anal., 19(1), pages 92-130, 2005.
    (revised version of TW354)
  12. A. Di Bucchianico, T. Figarella, G. Hulskeni, M.H. Jansen, H.P. Wynn. A Multi-scale Approach to Functional Signature Analysis for Product End-of-Life Management. Quality Reliability Engineering International, 20(5), pages 457-467, 2004.
  13. E. Vanraes, M. Jansen and A. Bultheel. Stabilized wavelet transforms for non-equispaced data smoothing. Signal Processing, 82(12), pages 1979-1990, December 2002.
    (revised version of TW319)
  14. M. Jansen and A. Bultheel. Asymptotic behavior of the minimum mean squared error threshold for noisy wavelet coefficients of piecewise smooth signals. IEEE Trans. on Signal Proc., 49(6), pages 1113-1118, June 2001.
    (revised version of TW294)
  15. M. Jansen and A. Bultheel. Empirical Bayes approach to improve wavelet thresholding for image noise reduction. J. of the Amer. Statist. Assoc. (JASA), 96(454), pages 629-639, June 2001.
    (revised version of TW296)
  16. M. Jansen and A. Bultheel. Multiple wavelet threshold estimation by generalized cross validation for images with correlated noise. IEEE Trans. on Image Proc., 8(7): pages 947-953, July 1999.
    (revised and shortened version of TW250)
  17. M. Jansen and A. Bultheel. Image de-noising by integer wavelet transforms and generalized cross validation. Medical Physics, 26(4), pages 622-630, April 1999.
    (revised version of TW264)
  18. M. Jansen, M. Malfait and A. Bultheel. Generalized Cross Validation for wavelet thresholding. Signal Processing, 56(1): pages 33-44, January 1997.
    abstract, postscript

Book chapters

  1. M. Jansen: Multiscale change-point analysis of inhomogeneous Poisson processes using unbalanced wavelet decompositions. In Progress in Industrial Mathematics at ECMI 2004 , A. Di Bucchianico, R. M. M. Mattheij, and M. A. Peletier, eds., Springer-Verlag, Mathematics in Industry, The European Consortium for Mathematics in Industry, volume 8, pages 595-599, 2005
  2. H. Wynn, T. Figarella, A. Di Bucchianico, M. Jansen, W. Bergsma: End of Life Analysis, in Modern Statistical and Mathematical Methods in Reliability , A. Wilson, N. Limnios, S. Keller-McNulty, and Y. Armijo, eds., World Scientific, Imperial College Press, Series on Quality, Reliability and Engineering Statistics, volume 10, pages 73-86, 2005.
  3. M. Jansen: Wavelet thresholding on non-equispaced data , in Nonlinear Estimation and Classification, D. D. Denison, M. H. Hansen, C. C. Holmes, B. Mallick, and B. Yu, editors, Springer Verlag 2002, Lecture notes in Statistics, vol. 171, pages 261-272
    postscript
  4. M. Jansen and A. Bultheel: Geometrical Priors for Noisefree Wavelet Coefficient Configurations in Image De-noising in Bayesian inference in wavelet based models, P. Müller and B. Vidakovic, editors, Springer Verlag 1999, Lecture notes in Statistics, vol. 141, pages 223-242.

My Ph.D. dissertation

(Some) Conference proceedings

  1. M. Jansen, G. Nason, and B. Silverman: Scattered data smoothing by empirical Bayesian shrinkage of second generation wavelet coefficients, in M. Unser and A. Aldroubi, Editors, Wavelet Applications in Signal and Image Processing IX Proceedings of SPIE Vol. 4478, pages 87 - 97, 2001.
    postscript
  2. M. Jansen and A. Bultheel: Geometrical priors in a Bayesian approach to improve wavelet threshold procedures, in M. Unser and A. Aldroubi, Editors, Wavelet Applications in Signal and Image Processing VII Proceedings of SPIE Vol. 3813, pages 580 - 590, 1999
  3. M. Jansen and A. Bultheel: Smoothing non-equidistantly sampled data using wavelets and cross validation , in Proceedings of the IEEE Benelux Signal Processing Symposium, pages 111 - 114, Leuven, Belgium, March 1998.
    postscript
  4. M. Jansen and A. Bultheel: Experiments with Wavelet based Image De-noising using Generalized Cross Validation, in Keneth M. Hanson, Editor, Medical Imaging 1997: Image Processing, Proceedings of SPIE Vol. 3034, pages 206 - 214, 1997

Reprints and earlier technical reports

  1. W. Van Aerschot, M. Jansen, and A. Bulteel. Digital normal meshes in image compression, Technical Report TW446, K.U.Leuven, January 2006. (Submitted)
    abstract -- PDF
  2. M. Jansen, G. Nason, and B. Silverman. Multivariate nonparametric regression using lifting, now retitled (November 2006) Multiscale methods for data on graphs and irregular multidimensional situations Technical Report 04-17, Univ. of Bristol, November 2004.
    abstract -- PDF -- ps
  3. G. Nason, M. Jansen and B. Silverman. Simulations and examples for multivariate nonparametric regression using lifting, Technical Report 04-18, Univ. of Bristol, November 2004.
    abstract -- PDF -- ps
  • W. Van Aerschot,M. Jansen, and A. Bultheel. Adaptive splitting for stabilizing 1-D wavelet decompositions on irregular grids, Technical Report TW 413, K.U.Leuven, December 2004.
    abstract -- PDF
  • M. Jansen. Multiscale Poisson data smoothing, Technical Report TU Eindhoven SPOR 03-29. December 2003.
    postscript - PDF (the typesetting of some of the formulae in de PDF version doesn't seem to work so well, sorry for that)
  • V. Delouille, M. Jansen, and R. von Sachs: Second generation wavelet methods for denoising of irregularly spaced data in two dimensions, Discussion Paper 0305, Institut de Statistique, UCL, January 2003.
    PDF
  • M. Jansen, R. Baraniuk, and S. Lavu. Multiscale Approximation of Piecewise Smooth Two-Dimensional Functions using Normal Triangulated Meshes , Technical Report TW 354, February 2003.
    abstract - postscript - PDF
  • E. Vanraes, M. Jansen, and A. Bultheel: Stabilized wavelet transforms for non-equispaced data smoothing , Technical Report TW319, February 2001.
    abstract - postscript
  • M. Jansen and A. Bultheel: Empirical Bayes approach to improve wavelet thresholding for image noise reduction , Technical Report TW296, October 1999.
    abstract - postscript
  • M. Jansen and A. Bultheel: Asymptotic behavior of the minimum mean squared error threshold for noisy wavelet coefficients of piecewise smooth signals , Technical Report TW294, October 1999.
    abstract - postscript
  • M. Jansen and A. Bultheel: Smoothing irregularly sampled signals using wavelets and cross validation , Technical Report TW289, April 1999.
    abstract - postscript
  • M. Jansen, G. Uytterhoeven and A. Bultheel: Image de-noising by integer wavelet transforms and generalized cross validation , Technical Report TW264, August 1997
    abstract - postscript
  • G. Uytterhoeven, F. Van Wulpen, M. Jansen, D. Roose, and A. Bultheel: WAILI: Wavelets with Integer Lifting. Technical Report TW262, July 1997
    abstract - postscript
  • M. Jansen and A. Bultheel: Multiple wavelet threshold estimation by generalized cross validation for data with correlated noise. Technical Report TW250, January 1997.
    abstract - postscript

    Some unpublished conference talks and posters

    1. Thresholding Variance Stabilised Wavelet Coefficients for Poisson Noise: Presented at the Joint Statistical Meetings, San Francisco, August 2003 Also available in pdf
    2. Grid adaptive wavelets in irregularly sampled data smoothing: Presented at the International Conference on Current Advances and Trends in Nonparametric Statistics, July 15-19, 2002 - Crete, Greece Also available in pdf
    3. Wavelet thresholding using generalized cross validation: Presented at the International Workshop on Wavelets and Statistics, Duke University, Durham, NC, U.S.A., 12-13 Otober 1997.
    4. Smoothing data on a non-equidistant grid using wavelets: Presented at "Wavelets: the key to intermittent information?",London, Royal Society, 24-25 Febr. 1999

    Other wavelet material

    1. Wavelets, denoising, and image processing : Course Notes, presented in Guanajuato, Mexico, Summer 1998

    Available Software (mostly matlab)

    Also check the departemental database
    and the university publications database.

    This page is maintained by Maarten Jansen (maarten.jansen-AT-cs.kuleuven.be)
    URL: http://www.cs.kuleuven.be/~maarten/publications/index.html