NEW! Appeared in September 2005:
Image Processing And Analysis: Variational, Pde, Wavelet, And Stochastic Methods |
 
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| Two-Dimensional Wavelets and their Relatives, by J.P. Antoine, R. Murenzi, P. Vandergheynst, and S. T. Ali. |
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| Second Generation Wavelets and Applications, by M. Jansen and P. Oonincx. |
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| Image Processing and Data Analysis : The Multiscale Approach, by J.L. Starck, F. Murtagh and A. Bijaoui. |
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| Oscillating Patterns in Image Processing and Nonlinear Evolution, by Y. Meyer. This is the 2001 book in which Y. Meyer introduces his famous BV + texture decomposition, now popular in image processing. The first few chapters make for a very nice reading. In the later (very mathematical) chapters he also applies those ideas to the analysis of the Navier-Stokes equation with oscillatory initial conditions. |
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| Wavelets, Fractals and Fourier Transforms: Detection and Analysis of Structure, by M. Farge, J. Hunt and J. Vassilicos, 1993. This book is a collection of articles; the table of contents can be found here. |
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, by T. Chan and J. Shen.