3.3project-denoising-image-master
所属分类：图形图像处理
开发工具：matlab
文件大小：616KB
下载次数：2
上传日期：2020-07-05 22:27:00
上 传 者：
微笑UZI
说明： 图像滤波，中值滤波，自适应，对比结果，图像去燥使用
(Image filtering, median filtering, adaptive, comparative results, medical image use)
文件列表:
basepaperalgomod.m (4829, 2019-06-23)
explained.txt (1356, 2019-06-23)
finalres.png (11409, 2019-06-23)
modifieednewalgo.m (6074, 2019-06-23)
res (0, 2019-06-23)
res\80basealgo.1jpg.jpg (33834, 2019-06-23)
res\80basealgo.jpg (36788, 2019-06-23)
res\80newalgo.jpg (36704, 2019-06-23)
res\80newalgo1.jpg (33990, 2019-06-23)
res\90basealgo.jpg (36160, 2019-06-23)
res\90basealgo1.jpg (40177, 2019-06-23)
res\90newalgo.jpg (31829, 2019-06-23)
res\90newalgo1.jpg (34546, 2019-06-23)
res\95base.jpg (37806, 2019-06-23)
res\95base1.jpg (33404, 2019-06-23)
res\95newalgo.jpg (38591, 2019-06-23)
res\95newalgo1.jpg (36230, 2019-06-23)
res\99basealgo1.jpg (36466, 2019-06-23)
res\99basepaper.jpg (44404, 2019-06-23)
res\99newalgo.jpg (45780, 2019-06-23)
res\99newalgo1.jpg (46765, 2019-06-23)
result.jpg (34251, 2019-06-23)
rtlimages (0, 2019-06-23)
rtlimages\9sorter.png (17547, 2019-06-23)
rtlimages\allblocks.png (17171, 2019-06-23)
rtlimages\dbam.png (23305, 2019-06-23)
# project-denoising-image
Adaptive median filter denoising
It is done based on research paper. Here we developed two algorithms:
1) MODPA - based on base paper . advantage is that computaionaly fast
2) MOD2PA - modified algorithm based on base paper . advantage- better PSNR than MODPA but computationaly expensive(using a combo of median and mean)
matlab code for MODPA - basepaperalgomod.m
matlab code for MOD2PA - modifieednewalgo.m
NOTE: these matlab codes work only on square sized images like 512x512 or 256x256 so on...(better use 512x512 or 256x256 for better working)
Our MOD2PA algo scored 18.9 PSNR on 99% applied noise on lena.png
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