An improved theoretical analysis of convolutional sparse coding using stripe coherence

Convolutional sparse coding has proven to be very effective in a wide range of applications. Recent work addressed the theoretical performance of global orthogonal matching pursuit (OMP) using the stripe coherence that is a stronger characterization of the convolutional dictionary. In this paper, we...

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Bibliographic Details

Published in:	Journal of computational and applied mathematics Vol. 469; p. 116631
Main Authors:	Li, Haifeng, Chen, Wengu
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.12.2025
Subjects:	Convolutional sparse coding Sparse signal recovery Stability guarantees Stripe coherence Sparse signal recovery Stripe coherence Stability guarantees Convolutional sparse coding
ISSN:	0377-0427
Online Access:	Get full text
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