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Ridgelets: a key to higher-dimensional intermittency?

Candès, Emmanuel J., Donoho, David L.·1999·Philosophical Transactions of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences

Abstract

In dimensions two and higher, wavelets can efficiently represent only a small range of the full diversity of interesting behaviour. In effect, wavelets are well adapted for point–like phenomena, whereas in dimensions greater than one, interesting phenomena can be organized along lines, hyperplanes and other non–point–like structures, for which wavelets are poorly adapted.We discuss in this paper a new subject, ridgelet analysis, which can effectively deal with line–like phenomena in dimension 2, plane–like phenomena in dimension 3 and so on. It encompasses a collection of tools which all begin from the idea of analysis by ridge functions ψ(u1x1 + ⃛ + unxn whose ridge profiles ψ are wavelets, or alternatively from performing a wavelet analysis in the Radon domain.The paper reviews recent work on the continuous ridgelet transform (CRT), ridgelet frames, ridgelet orthonormal bases, ridgelets and edges and describes a new notion of smoothness naturally attached to this new representation.

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Metadata

Authors
Candès, E. J., & Donoho, D. L.
Venue
Philosophical Transactions of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences
Published
1999-09
Volume
357
Issue
1760
Pages
2495-2509
ISSN
  • 1364-503X (ISSN-L)
  • 1471-2962
OpenAlex
W2066462711
Cited by
893
References
1
FWCI
20.54
Type
journal article
Language
en
Open access
closed

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CoChat. (2026). Citation check: Ridgelets: a key to higher-dimensional intermittency? https://app.cochat.ai/papers/10.1098/rsta.1999.0444
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Candès, E. J., & Donoho, D. L. (1999). Ridgelets: a key to higher-dimensional intermittency? Philosophical Transactions of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences. https://doi.org/10.1098/rsta.1999.0444

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