53 citations · 141 across the 16 of their papers we have counts for
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cs.CV2011★ 7 cited
Discretization of Parametrizable Signal Manifolds
Elif Vural, Pascal Frossard
Transformation-invariant analysis of signals often requires the computation of the distance from a test pattern to a transformation manifold. In particular, the estimation of the d…
cs.CV2011★ 13 cited
Learning Smooth Pattern Transformation Manifolds
Elif Vural, Pascal Frossard
Manifold models provide low-dimensional representations that are useful for processing and analyzing data in a transformation-invariant way. In this paper, we study the problem of…