Motion deblurring via multiscale residual convolutional dictionary learning

Sparsity-based methods have been extensively used for restoration of blurry images. To overcome the limitation found in patch-based sparse representation models that the shift-invariant properties of images are often ignored, convolutional sparse coding (CSC) models have been developed. However, exi...

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Bibliographic Details

Published in:	Digital signal processing Vol. 165; p. 105337
Main Authors:	Zhang, Yi, Chandler, Damon M., Farias, Mylène C.Q.
Format:	Journal Article
Language:	English
Published:	Elsevier Inc 01.10.2025
Subjects:	Convolutional sparse coding Learned iterative shrinkage/thresholding Motion deblurring Residual learning Residual learning Learned iterative shrinkage/thresholding Convolutional sparse coding Motion deblurring
ISSN:	1051-2004
Online Access:	Get full text
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