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Convolutional Analysis Operator Learning: Acceleration and Convergence

Convolutional operator learning is gaining attention in many signal processing and computer vision applications. Learning kernels has mostly relied on so-called patch-domain approaches that extract and store many overlapping patches across training signals. Due to memory demands, patch-domain method...

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Bibliografiske detaljer
Udgivet i:IEEE Trans Image Process
Main Authors: Chun, Il Yong, Fessler, Jeffrey A.
Format: Artigo
Sprog:Inglês
Udgivet: 2019
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7170176/
https://ncbi.nlm.nih.gov/pubmed/31484120
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TIP.2019.2937734
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