mean filter special matrix apply to image. Salt and pepper noise

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mustafa karatas
mustafa karatas 2021-12-19
评论： mustafa karatas 2022-1-5
How can I apply mean filter like 3x3 square neigboorhod following matrix?
mean4=[0,1,0;1,1,1;0,1,0];
I would like to apply with noise image this method. Here is my code:
orgim=imread('coins.png');
figure
imshow(orgim)
saltpeppern = imnoise(orgim,'salt & pepper');
figure
imshow(saltpeppern)

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回答（3 个）

DGM
DGM 2021-12-20
Ran in:
Normalize the filter sum and apply it with imfilter().
originalimg = imread('coins.png');
noisyimg = imnoise(originalimg,'salt & pepper');
fk = [0,1,0;1,1,1;0,1,0]/5; % unit sum
avgfiltimg = imfilter(noisyimg,fk);
imshow(originalimg)
figure; imshow(noisyimg)
figure; imshow(avgfiltimg)
yanqi liu
yanqi liu 2021-12-20
Ran in:
clc; clear all; close all;
mean4=[0,1,0;1,1,1;0,1,0];
% i would like to apply with noise image this method.here is my code;
orgim=imread('coins.png');
figure
imshow(orgim)
saltpeppern = imnoise(orgim,'salt & pepper');
figure
imshow(saltpeppern)
% use imfilter
im1 = imfilter(double(saltpeppern), mean4, 'replicate');
% use conv2
im2 = conv2(double(saltpeppern), mean4, 'same');
% use fft
im3 = real(ifft2(fft2(double(saltpeppern)).*fft2(mean4, size(saltpeppern,1), size(saltpeppern,2))));
% display
figure; imshow(im1, []); title('use imfilter');
figure; imshow(im2, []); title('use conv2');
figure; imshow(im3, []); title('use fft');
Image Analyst
Image Analyst 2021-12-20
See my attached salt and pepper demos. It adds noise to the original image, then takes the median filter of the image. Then it identified the location of the noise and replaces only those noise pixels with the median filtered value.

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