Robust PCA with Lw,∗ and L2,1 norms : a novel method for low-quality retinal image enhancement
| dc.contributor.author | Likassa, Habte Tadesse | |
| dc.contributor.author | Chen, Ding-Geng (Din) | |
| dc.contributor.author | Chen, Kewei | |
| dc.contributor.author | Wang, Yalin | |
| dc.contributor.author | Zhu, Wenhui | |
| dc.date.accessioned | 2025-04-22T13:02:06Z | |
| dc.date.available | 2025-04-22T13:02:06Z | |
| dc.date.issued | 2024-07 | |
| dc.description.abstract | Please read abstract in the article. | en_US |
| dc.description.department | Statistics | en_US |
| dc.description.sdg | SDG-03:Good heatlh and well-being | en_US |
| dc.description.sdg | SDG-09: Industry, innovation and infrastructure | en_US |
| dc.description.sponsorship | Partially supported by South Africa National Research Foundation (NRF) and South Africa Medical Research Council (SAMRC). | en_US |
| dc.description.uri | https://www.mdpi.com/journal/jimaging | en_US |
| dc.identifier.citation | Likassa, H.T.; Chen, D.-G.; Chen, K.;Wang, Y.; Zhu,W. Robust PCA with Lw,∗ and L2,1 Norms: A Novel Method for Low-Quality Retinal Image Enhancement. Journal of Imaging 2024, 10, 151. https://DOI.org/10.3390/jimaging10070151. | en_US |
| dc.identifier.issn | 2313-433X | |
| dc.identifier.other | 10.3390/jimaging10070151 | |
| dc.identifier.uri | http://hdl.handle.net/2263/102182 | |
| dc.language.iso | en | en_US |
| dc.publisher | MDPI | en_US |
| dc.rights | © 2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license. | en_US |
| dc.subject | Image enhancement | en_US |
| dc.subject | Robust principal component analysis (RPCA) | en_US |
| dc.subject | Weighted nuclear norm (Lw,∗) | en_US |
| dc.subject | L2,1 norm | en_US |
| dc.subject | Affine transformations τi | en_US |
| dc.subject | Alternating direction method of multipliers (ADMM) | en_US |
| dc.subject | Retinal image alignment | en_US |
| dc.subject | SDG-03: Good health and well-being | en_US |
| dc.subject | SDG-09: Industry, innovation and infrastructure | en_US |
| dc.title | Robust PCA with Lw,∗ and L2,1 norms : a novel method for low-quality retinal image enhancement | en_US |
| dc.type | Article | en_US |