I want to apply Marker-Controlled Watershed Segmentation on a folder containing .jpg images..So what modifications are required in the following code and I also want to store that results in a folder

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SHUBHDEEP KAUR 2018-9-14

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此问题的直接链接

https://ww2.mathworks.cn/matlabcentral/answers/418968-i-want-to-apply-marker-controlled-watershed-segmentation-on-a-folder-containing-jpg-images-so-what

编辑： KALYAN ACHARJYA 2018-9-15

path_directory='C:\Users\TIET\Desktop\tomato'; % 'Folder name' original_files=dir([path_directory '/*.jpg']); %Note on Image Format for k=1:length(original_files) filename=[path_directory '/' original_files(k).name]; image_ogi=imread(filename); gray=rgb2gray(image_ogi); destination='C:\Users\TIET\Desktop\tomato_output\im'; %Complete path of the folder imwrite(gray,[destination,num2str(k),'.jpg']); %Change the image formta as per desired image format end gmag = imgradient(gray); imshow(gmag,[]) title('Gradient Magnitude')

L = watershed(gmag); Lrgb = label2rgb(L); imshow(Lrgb) title('Watershed Transform of Gradient Magnitude')

se = strel('disk',20); Io = imopen(gray,se); imshow(Io) title('Opening')

Ie = imerode(gray,se); Iobr = imreconstruct(Ie,gray); imshow(Iobr) title('Opening-by-Reconstruction')

Ioc = imclose(Io,se); imshow(Ioc) title('Opening-Closing')

Iobrd = imdilate(Iobr,se); Iobrcbr = imreconstruct(imcomplement(Iobrd),imcomplement(Iobr)); Iobrcbr = imcomplement(Iobrcbr); imshow(Iobrcbr) title('Opening-Closing by Reconstruction')

fgm = imregionalmax(Iobrcbr); imshow(fgm) title('Regional Maxima of Opening-Closing by Reconstruction')

I2 = labeloverlay(gray,fgm); imshow(I2) title('Regional Maxima Superimposed on Original Image')

se2 = strel(ones(5,5)); fgm2 = imclose(fgm,se2); fgm3 = imerode(fgm2,se2);

fgm4 = bwareaopen(fgm3,20); I3 = labeloverlay(gray,fgm4); imshow(I3) title('Modified Regional Maxima Superimposed on Original Image')

bw = imbinarize(Iobrcbr); imshow(bw) title('Thresholded Opening-Closing by Reconstruction')

D = bwdist(bw); DL = watershed(D); bgm = DL == 0; imshow(bgm) title('Watershed Ridge Lines)') gmag2 = imimposemin(gmag, bgm | fgm4); L = watershed(gmag2);

labels = imdilate(L==0,ones(3,3)) + 2*bgm + 3*fgm4; I4 = labeloverlay(gray,labels); imshow(I4) title('Markers and Object Boundaries Superimposed on Original Image')

Lrgb = label2rgb(L,'jet','w','shuffle'); imshow(Lrgb) title('Colored Watershed Label Matrix')

figure imshow(gray) hold on himage = imshow(Lrgb); himage.AlphaData = 0.3; title('Colored Labels Superimposed Transparently on Original Image')

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Image Analyst 2018-9-15

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Answer 1

KALYAN ACHARJYA 2018-9-15

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链接

此回答的直接链接

https://ww2.mathworks.cn/matlabcentral/answers/418968-i-want-to-apply-marker-controlled-watershed-segmentation-on-a-folder-containing-jpg-images-so-what#answer_336944

编辑：KALYAN ACHARJYA 2018-9-15

在 MATLAB Online 中打开

path_directory='tomato'; % 'Folder name' 
original_files=dir([path_directory '/*.jpg']); %Note on Image Format 
for k=1:length(original_files)
    filename=[path_directory '/' original_files(k).name]; 
    image_ogi=imread(filename); 
    gray=rgb2gray(image_ogi); 
    gmag=imgradient(gray); 
    L=watershed(gmag); 
    Lrgb=label2rgb(L); 
    se=strel('disk',20); 
    Io=imopen(gray,se); 
    Ie=imerode(gray,se); 
    Iobr=imreconstruct(Ie,gray); 
    Iobrd=imdilate(Iobr,se); 
    Iobrcbr=imreconstruct(imcomplement(Iobrd),imcomplement(Iobr));
    Iobrcbr=imcomplement(Iobrcbr); 
    fgm=imregionalmax(Iobrcbr); 
    I2=labeloverlay(gray,fgm); 
    se2=strel(ones(5,5)); 
    fgm2=imclose(fgm,se2); 
    fgm3=imerode(fgm2,se2);
    fgm4=bwareaopen(fgm3,20); 
    I3=labeloverlay(gray,fgm4);
    bw=imbinarize(Iobrcbr); 
    D=bwdist(bw); 
    DL=watershed(D); 
    bgm=DL==0; 
    gmag2=imimposemin(gmag,bgm | fgm4); 
    L=watershed(gmag2);
    labels=imdilate(L==0,ones(3,3))+2*bgm+3*fgm4;
    I4=labeloverlay(gray,labels); 
    Lrgb=label2rgb(L,'jet','w','shuffle'); 
    himage=imshow(Lrgb); 
    himage.AlphaData=0.3; 
    title('Colored Labels Superimposed Transparently on Original Image')
    destination='C:\Users\TIET\Desktop\tomato_output\im'; 
    imwrite(himage,[destination,num2str(k),'.jpg']); %Change the image formta as per desired image format 
end