Generalizing Geometric Nonwindowed Scattering Transforms on Compact Riemannian Manifolds
arxiv(2024)
Abstract
Let ℳ be a compact, smooth, n-dimensional Riemannian manifold
without boundary. In this paper, we generalize nonwindowed geometric scattering
transforms, which we formulate as 𝐋^q(ℳ) norms of a
cascade of geometric wavelet transforms and modulus operators. We then provide
weighted measures for these operators, prove that these operators are
well-defined under specific conditions on the manifold, invariant to the action
of isometries, and stable to diffeomorphisms for λ-bandlimited
functions.
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