Multi-focus image fusion via online convolutional sparse coding

Efficiently and perfectly eliminate out-of-focus pixels is still a persistent challenge for multi-focus image fusion. Previous approaches tend to focus on high quality fusion results while ignoring running cost. Online Convolutional Sparse Coding (OCSC) is an online version of Convolutional Sparse C...

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Bibliographic Details
Published in:	Multimedia tools and applications Vol. 83; no. 6; pp. 17327 - 17356
Main Authors:	Zhang, Chengfang, Zhang, Ziyou, Li, Haoyue, He, Sidi, Feng, Ziliang
Format:	Journal Article
Language:	English
Published:	New York Springer US 01.02.2024 Springer Nature B.V
Subjects:	Algorithms Coding Color imagery Computer Communication Networks Computer Science Computer vision Data Structures and Information Theory Decomposition Dictionaries Efficiency Image reconstruction Methods Multimedia Multimedia Information Systems Neural networks Operating costs Special Purpose and Application-Based Systems Visual effects Wavelet transforms Online convolutional sparse coding Time-consuming Multifocus image fusion CBPDN GPU
ISSN:	1573-7721, 1380-7501, 1573-7721
Online Access:	Get full text
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