ScatNet

News: version 0.2 has been released on November 14, 2013. Visit our download page, and please subscribe to our mailing list to stay informed of future updates.

ScatNet (Scattering Network) is a matlab software which includes scattering transforms of one-dimensional signals and images, with applications to classifications of audio signals, multifractals and images. It includes demos which reproduce the figures of the following publications:

• Group Invariant Scattering, Mallat S., Communications in Pure and Applied Mathematics, vol. 65, no. 10, pp. 1331-1398, Oct. 2012. (PDF)
• Deep Scattering Spectrum, Andén J. and Mallat. S., Submitted to IEEE Transactions on Signal Processing, 2011. (PDF)
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• Rotation, Scaling and Deformation Invariant Scattering for Texture Discrimination, Sifre L. and Mallat S., Proceedings in IEEE CVPR 2013 conference, 2013. (PDF)
• Intermittent Process Analysis with Scattering Moments, Bruna J., Mallat S., Bacry E. and Muzy J.-F., arXiv preprint arXiv:1311.4104, 2013. (PDF)
• Rigid-Motion Scattering for Texture Classification, Sifre L. and Mallat S., submitted to International Journal of Computer Vision, 2014. (PDF)

Contact : scatnet[AT]di[DOT]ens[DOT]fr