Noise removal in colored images using enhanced median filter.
In: AIP Conference Proceedings, Jg. 2979 (2023-10-22), Heft 1, S. 1-10
Konferenz
Zugriff:
Median Filter (MF) is used to filter images and remove noises such as Gaussian, Salt, and Pepper (S&P), and random noises. In this paper, Enhanced Median Filter (EMF) was applied and tested on colored images using 3x3 and 5x5 masks. The filtration process was executed and tested at different noise densities using multi-level low and high noises. The results for the EMF were compared with other methods such as Comprehensive Median Filter (CMF) and the Standard Median Filter (SMF). The results showed significant improvements in Mean Square Error (MSE) and Peak Signal-to-Noise Ratio (PSNR) in all cases over the SMF and CMF for all test pictures at low and high noise levels and for all mask sizes. [ABSTRACT FROM AUTHOR]
Titel: |
Noise removal in colored images using enhanced median filter.
|
---|---|
Autor/in / Beteiligte Person: | Al-Hilo, Ghada ; Ahmad, Esraa ; Odah, Suhier ; Nassar, Mohammed Othman |
Zeitschrift: | AIP Conference Proceedings, Jg. 2979 (2023-10-22), Heft 1, S. 1-10 |
Quelle: | 2023, Vol. 2979 Issue 1, p1-10. 10p.; Jg. 2979 (2023-10-22) 1, S. 1-10 |
Veröffentlichung: | 2023 |
Medientyp: | Konferenz |
ISSN: | 0094-243X (print) |
DOI: | 10.1063/5.0174786 |
Schlagwort: |
|
Sonstiges: |
|