708 citations · 2.8k across the 48 of their papers we have counts for
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cs.CV2010★ 2 cited
Classification with Scattering Operators
Joan Bruna, Stéphane Mallat
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 mo…
cs.CV2010★ 25 cited
Solving Inverse Problems with Piecewise Linear Estimators: From Gaussian Mixture Models to Structured Sparsity
Guoshen Yu, Guillermo Sapiro, Stéphane Mallat
A general framework for solving image inverse problems is introduced in this paper. The approach is based on Gaussian mixture models, estimated via a computationally efficient MAP-…