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CORR
2010
Springer

Classification with Scattering Operators

10 years 8 months ago
Classification with Scattering Operators
A scattering vector is a local descriptor including multiscale and multi-direction co-occurrence information. It is computed with a cascade of wavelet decompositions and complex modulus. This scattering representation is locally translation invariant and linearizes deformations. A supervised classification algorithm is computed with a PCA model selection on scattering vectors. State of the art results are obtained for handwritten digit recognition and texture classification.1
Joan Bruna, Stéphane Mallat
Added 14 May 2011
Updated 14 May 2011
Type Journal
Year 2010
Where CORR
Authors Joan Bruna, Stéphane Mallat
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