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Stéphane Mallat

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Name  Stephane Mallat

Role  Author
Stephane Mallat wwwcmappolytechniquefrmallatStephaneMallatjpeg
Education  University of Pennsylvania
Similar People  Ingrid Daubechies, Yves Meyer, David Donoho, Martin Vetterli, Emmanuel Candes

St phane mallat scattering invariant deep networks for classification pt 1


Stéphane G. Mallat (born in Paris, France) made some fundamental contributions to the development of wavelet theory in the late 1980s and early 1990s. He has also done work in applied mathematics, signal processing, music synthesis and image segmentation.

Contents

Stéphane Mallat Mdailles de l39innovation galerie Cline Anaya Gautier

Specifically, he collaborated with Yves Meyer to develop the Multiresolution Analysis (MRA) construction for compactly supported wavelets, which made the implementation of wavelets practical for engineering applications by demonstrating the equivalence of wavelet bases and conjugate mirror filters used in discrete, multirate filter banks in signal processing. He also developed (with Sifen Zhong) the Wavelet transform modulus maxima method for image characterization, a method that uses the local maxima of the wavelet coefficients at various scales to reconstruct images.

Stéphane Mallat Mdailles de l39innovation galerie Cline Anaya Gautier

He introduced the scattering transform that constructs invariance for object recognition purposes. Mallat is the author of A Wavelet Tour of Signal Processing (ISBN 012466606X), a common text in some applied mathematics and engineering courses.

Stéphane Mallat Stphane Mallat Wikipedia

He has taught at New York University, Massachusetts Institute of Technology, Tel Aviv University, École polytechnique and at the Ecole normale supérieure.

Stéphane Mallat IMG56462JPG

St phane mallat apprentissage par invariants en grande dimension


Publications

Stéphane Mallat Stphane Mallat of cole Normale Suprieure to give EECS
  • A wavelet tour of signal processing: the sparse way, Academic Press, 1998, 3rd edn. 2009
  • "A theory for multiresolution signal decomposition: the wavelet representation" (PDF). IEEE Transactions on Pattern Recognition and Machine Intelligence. 11 (7): 674–693. 1989. doi:10.1109/34.192463. 
  • "Multiresolution approximations and wavelet orthonormal bases of L 2 ( R ) ". Transactions AMS. 315: 69–87. 1989. doi:10.1090/s0002-9947-1989-1008470-5. MR 1008470. 
  • "Wavelets for a vision". Proc. IEEE (in French). 84 (4): 604–614. 1996. doi:10.1109/5.488702. 
  • Stéphane Mallat, Une exploration des signaux en ondelettes, Editions de l'Ecole Polytechnique, Palaiseau (France), 2000.

  • Stéphane Mallat Stphane Mallat Apprentissage par invariants en grande dimension

    References

    Stéphane Mallat Wikipedia


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