Papers

This page shows how to use ScatNet to reproduce figure and numerical experiments presented in the following papers(and their denomination (***) in the software)

• Group Invariant Scattering, Mallat S., Communications in Pure and Applied Mathematics, vol. 65, no. 10, pp. 1331-1398, Oct. 2012. (PDF), (section in the software: GIS)
• Deep Scattering Spectrum, Andén J. and Mallat. S., Submitted to IEEE Transactions on Signal Processing, 2011. (PDF) (section in the software: DSS)
• Rotation, Scaling and Deformation Invariant Scattering for Texture Discrimination, Sifre L. and Mallat S., Proceedings in IEEE CVPR 2013 conference, 2013. (PDF) (section in the software: RSDS)
• , , (section in the software: ISCV)
• Intermittent Process Analysis with Scattering Moments, Bruna J., Mallat S., Bacry E. and Muzy J.-F., arXiv preprint arXiv:1311.4104, 2013. (PDF) (section in the software: IPASM).

For each figure or numerical experiment, there exist a corresponding script located in directory

        /scatnet/paper/***/
        

where *** identifies the paper's section in the software.