Abstract
Wavelab is a library of wavelet-packet analysis, cosine-packet analysis and matching pursuit. The library is available free of charge over the Internet. Versions are provided for Macintosh, UNIX and Windows machines.
Wavelab makes available, in one package, all the code to reproduce all the figures in our published wavelet articles. The interested reader can inspect the source code to see exactly what algorithms were used, how parameters were set in producing our figures, and can then modify the source to produce variations on our results. WAVELAB has been developed, in part, because of exhortations by Jon Claerbout of Stanford that computational scientists should engage in “really reproducible” research.
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References
Antonini, M., Barlaud, M., Mathieu, P. and Daubechies, I. (1991). Image coding using wavelet transforms. To appear,IEEE Proc. Acoustics, Speech and Signal Processing.
Buckheit, J.B. and Donoho, D.L. (1995). A Cartoon Guide to Wavelets. Technical Report, Department of Statistics, Stanford University.ftp://playfair.Stanford.edu/pub/buckheit/toons.ps.
Buckheit, J.B, Chen, S., Donoho, D.L., Johnstone, I.M. and Scargle, J.D. (1995). About WaveLab,ftp://playfair.Stanford.edu/pub/wavelab/AboutWaveLab.ps.
Buckheit, J.B., Donoho, D.L. and Scargle, J.D.WaveLab Architecture. ftp://playfair.Stanford.edu/pub/wavelab/WaveLabArch.ps.
Buckheit, J.B, Chen, S., Donoho, D.L., Johnstone, I.M. and Scargle, J.D. (1995).WaveLab Reference Manual.ftp://playfair.stanford.edu/pub/wavelab/WaveLabRef.ps.
Chen, S. and Donoho, D.L. (1994). On Basis Pursuit. Technical Report, Department of Statistics, Stanford University.ftp://playfair.stanford.edU/pub/chen_s/asilomar.ps.Z.
Claerbout, Jon (1994). Hypertext Documents about Reproducible Research,http://sepwww.Stanford.edu.
Cohen, A., Daubechies, I. and Feauveau, J.C. (1992). Biorthogonal bases of compactly supported wavelets.Comm. Pure Appl. Math. 45485–560.
Cohen, A., Daubechies, I., Jawerth, B. and Vial, P. (1992). Multiresolution analysis, wavelets, and fast algorithms on an interval.Comptes Rendus Acad. Sci. Paris A 316417–421.
Coifman, R.R. and Donoho, D.L. (1995). Translation-Invariant De-Noising.This Volume.
Coifman, R.R. and Meyer, Y. (1991). Remarques sur l’analyse de Fourier à fenêtreComptes Rendus Acad. Sci. Paris(A)312259–261.
Coifman, R.R., Meyer, Y. and Wickerhauser, M.V. (1992). Wavelet analysis and signal processing. InWavelets and Their Applications, pp. 153–178, M.B. Ruskai et al., eds., Jones and Bartlett, Boston.
Coifman, R.R. and Wickerhauser, M.V. (1992). Entropy-based algorithms for best-basis selection.IEEE Trans. Info. Theory 38(2)713–718.
Daubechies, I. (1992)Ten Lectures on Wavelets. SIAM, Philadelphia.
DeVore, R.A., Jawerth, B. and Lucier, B.J. (1992). Image compression through wavelet transform coding.IEEE Trans. Info Theory,38(2)719–746.
Donoho, D.L. (1992). Interpolating Wavelet Transforms. Technical Report, Department of Statistics, Stanford University.ftp://playfair.Stanford.edu/pub/donoho/interpol.ps.Z.
Donoho, D.L. (1993) Nonlinear Wavelet Methods for Recovery of Signals, Images, and Densities from Noisy and Incomplete Data. InDifferent Perspectives on Wavelets, I. Daubechies, ed. American Mathematical Society, Providence, RI.ftp://playfair.Stanford.edu/pub/donoho/ShortCourse.ps.Z.
Donoho, D.L. (1994). On Minimum Entropy Segmentation. InWavelets: Theory, Algorithms and Applications. C.K. Chui, L. Montefusco and L. Puccio, eds. Academic Press, San Diego,ftp://playfair.Stanford.edu/pub/donoho/MES_TechReport.ps.Z.
Donoho, D.L. (1993). Smooth Wavelet Decompositions with Blocky Coefficient Kernels. InRecent Advances in Wavelet Analysis, L. Schumaker and F. Ward, eds. Academic Press,ftp://playfair.Stanford.edu/pub/donoho/blocky.ps.Z.
Donoho, D.L. (1993). Unconditional Bases are Optimal Bases for Data Compression and for Statistical Estimation.Applied and Computational Harmonic Analysis,1, 100–115.ftp://playfair.Stanford.edu/pub/donoho/UBRelease.ps.Z.
Donoho, D.L. (1993). Wavelet Shrinkage and W.V.D. — A Ten-Minute Tour. InProgress in Wavelet Analysis and Applications, Y. Meyer and S. Roques, eds. Éditions Frontières, Gif-sur-Yvette.ftp://playfair.Stanford,edu/pub/donoho/toulouse.ps.Z.
Donoho, D.L. and Johnstone, I.M. (1994). Adapting to Unknown Smoothness by Wavelet Shrinkage To appear,J. Amer. Stat Assoc. ftp://playfair.Stanford.edu/pub/donoho/ausws.ps.Z.
Donoho, D.L. and Johnstone, I.M. (1994). Ideal Spatial Adaptation via Wavelet Shrinkage.Biometrika,,81, 425–455.ftp://playfair.stanford.edU/pub/donoho/isaws.ps.Z.
Donoho, D.L. and Johnstone, I.M. (1994). Ideal Time-Frequency Denoising. Technical Report, Department of Statistics, Stanford University.ftp://playfair.Stanford.edu/pub/donoho/tfdenoise.ps.Z.
Donoho, D.L., Johnstone, I.M., Kerkyacharian, G. and Picard, D. (1993). Wavelet Shrinkage: Asymptopia.J. Roy. Statist Soc. B.2, 301–369.ftp://playfair.Stanford.edu/pub/donoho/asymp.ps.Z.
Kolaczyk, E. (1994). WVD Solution of Inverse Problems. Ph.D. Thesis, Stanford University.
Mallat, S. and Zhang, S. (1993). Matching Pursuits with Time-Frequency Dictionaries.IEEE Transactions on Signal Processing,41(12): 3397–3415.
Meyer, Y.Wavelets:Algorithms and Applications. SIAM: Philadelphia, 1993.
Wickerhauser, M.V. (1994).Adapted Wavelet Analysis, from Theory to Software. AK Peters: Boston.
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Buckheit, J.B., Donoho, D.L. (1995). WaveLab and Reproducible Research. In: Antoniadis, A., Oppenheim, G. (eds) Wavelets and Statistics. Lecture Notes in Statistics, vol 103. Springer, New York, NY. https://doi.org/10.1007/978-1-4612-2544-7_5
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DOI: https://doi.org/10.1007/978-1-4612-2544-7_5
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