Different applied median filter in salt and pepper noise
Yazarlar (3)
Tokat Gaziosmanpaşa Üniversitesi, Türkiye
Doç. Dr. Levent GÖKREM
Tokat Gaziosmanpaşa Üniversitesi, Türkiye
Çanakkale Onsekiz Mart Üniversitesi, Türkiye
| Makale Türü | Özgün Makale |
| Makale Alt Türü | SSCI, AHCI, SCI, SCI-Exp dergilerinde yayınlanan tam makale |
| Dergi Adı | Computers and Electrical Engineering |
| Dergi ISSN | 0045-7906 Wos Dergi Scopus Dergi |
| Dergi Tarandığı Indeksler | SCI-Expanded |
| Dergi Grubu | Q4 |
| Makale Dili | İngilizce |
| Basım Tarihi | 08-2018 |
| Cilt No | 70 |
| Sayı | 1 |
| Sayfalar | 789 / 798 |
| DOI Numarası | 10.1016/j.compeleceng.2018.01.019 |
| Makale Linki | http://dx.doi.org/10.1016/j.compeleceng.2018.01.019 |
| Özet |
| In this paper, we proposed a new method, Different Applied Median Filter (DAMF), to remove salt and pepper (SAP) noise at all densities. We then explained some basic notions of it. Afterwards, we compared the results of DAMF method and some other methods by using Peak Signal to Noise Ratio (PSNR) and Structural Similarity (SSIM) for some images such as Cameraman and Lena. For example, for Cameraman image with a SAP noise ratio of 30%, PSNR and SSIM results of PSMF, DBA, MDBUTMF and NAFSM methods are 28.27/ 29.28/ 29.44/ 32.09 and 0.9044/ 0.9324/ 0.7740/ 0.9494 respectively while PSNR and SSIM results of DAMF method are 36.83 and 0.9844, respectively. We finally showed that DAMF could be successfully removed SAP noise at all densities. |
| Anahtar Kelimeler |
| Image denoising | Impulse noise | Median filter | Noise removal | Salt and pepper noise |
Science Direct
Different applied median filter in salt and pepper noise
BM Sürdürülebilir Kalkınma Amaçları
| Atıf Sayıları | |
| WoS | 140 |
| SCOPUS | 201 |
| Google Scholar | 303 |