Signal Team

[1] Mathematical introduction of scattering operators for translation and rotation invariant representations (April 2012)(78 pages):
"Group Invariant Scattering" S. Mallat, to appear in Communications in Pure and Applied Mathematics.
[2] "Classification with Scattering Operators", J. Bruna and S. Mallat. Proceedings of the IEEE CVPR 2011 conference.
[3] Scattering transform applied to audio signals and musical classification (6 pages) :
"Multiscale Scattering for Audio Classification" J. Andén and S. Mallat. Proceedings of the ISMIR 2011 conference, Miami, USA, Oct. 24-28. For Matlab code and reconstruction examples, see the audio section.
[4] Scattering transform review and image classification, submitted to IEEE Trans. on PAMI (feb 2012) :
"Invariant Scattering Convolution Network" J.Bruna and S. Mallat.
[5] Scattering along spatial and angular variable for rotation invariance (6 pages) :
"Combined Scattering for Rotation Invariant Texture Analysis" L. Sifre and S. Mallat. Proceedings of the ESANN 2012 conference.
[6] Modulated source-filter models and their representation in the scattering transform (6 pages) :
"Scattering Representation of Modulated Sounds" J. Andén and S. Mallat. Proceedings of the DAFx 2012 conference.
[7] "Phase Recovery, MaxCut and Complex Semidefinite Programming" (June 2012)(16 pages):
A. d'Aspremont, S. Mallat, I. Waldspurger
[8] PhD thesis with extensive scattering review, new mathematical properties, applications on pattern and texture classification, and multifractal scattering (200 pages) :
"Scattering Representations for Recognition" Nov 2012. Joan Bruna.