A novel RPCA method using log-weighted nuclear and L2,1 norms combined with contrast-limited adaptive histogram equalization (CLAHE) for high dimensional natural and medical image data
| dc.contributor.author | Likassa, Habte Tadesse | |
| dc.contributor.author | Chen, Ding-Geng (Din) | |
| dc.contributor.author | Sun, Dayu | |
| dc.date.accessioned | 2025-03-14T10:27:58Z | |
| dc.date.available | 2025-03-14T10:27:58Z | |
| dc.date.issued | 2024-11-26 | |
| dc.description.abstract | Please read abstract in the article. | en_US |
| dc.description.department | Statistics | en_US |
| dc.description.librarian | am2024 | en_US |
| dc.description.sdg | SDG-09: Industry, innovation and infrastructure | en_US |
| dc.description.sponsorship | South Africa National Research Foundation (NRF) and South Africa Medical Research Council (SAMRC). | en_US |
| dc.description.uri | https://www.lifescienceglobal.com/journals/international-journal-of-statistics-in-medical-research | en_US |
| dc.identifier.citation | Likassa, H.T., Chen, D.G., Sun, D. 2024, 'A novel RPCA method using log-weighted nuclear and L2,1 norms combined with contrast-limited adaptive histogram equalization (CLAHE) for high dimensional natural and medical image data', International Journal of Statistics in Medical Research, vol. 13, pp. 275-290. https://DOI.org/10.6000/1929-6029.2024.13.25. | en_US |
| dc.identifier.issn | 1929-6029 | |
| dc.identifier.other | 10.6000/1929-6029.2024.13.25 | |
| dc.identifier.uri | http://hdl.handle.net/2263/101507 | |
| dc.language.iso | en | en_US |
| dc.publisher | Lifescience Global | en_US |
| dc.rights | © 2024 Likassa et al. This is an open-access article licensed under the terms of the Creative Commons Attribution License. | en_US |
| dc.subject | Low-rank | en_US |
| dc.subject | Computational statistics | en_US |
| dc.subject | Medical data | en_US |
| dc.subject | Robust principal component analysis (RPCA) | en_US |
| dc.subject | Singular value decomposition (SVD) | en_US |
| dc.subject | Log weighted nuclear norm (LWNN) | en_US |
| dc.subject | Alternating direction method of multipliers (ADMM) | en_US |
| dc.subject | State-of-the-art method (SOTA) | en_US |
| dc.subject | Contrast limited AHE (CLAHE) | en_US |
| dc.subject | Adaptive histogram equalization (AHE) | en_US |
| dc.subject | SDG-09: Industry, innovation and infrastructure | en_US |
| dc.title | A novel RPCA method using log-weighted nuclear and L2,1 norms combined with contrast-limited adaptive histogram equalization (CLAHE) for high dimensional natural and medical image data | en_US |
| dc.type | Article | en_US |