• Tasvir kontrastini o`zgartirish
  • Tasvir gistogramma qiymatlarini tenglashtirish
  • 3-vazifa. Tasvirda morfologik amallar bajarish
  • Topshiriq 5 Mavzu: Matlabda tasvirlarga raqamli ishlov berish Bajardi: Muxiddinov Husan Tekshirdi




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    Tasvir yorug`ligini o`zgartirish

    a = 20;
    b = 70;
    randnumber = randsrc(1,1,[a:b]);
    O = imread('wolf.jpg');
    [x,y] = size(O);
    for i = 1:1:x
    for j = 1:1:y
    H(i,j) = O(i,j) + randnumber;
    L(i,j) = O(i,j) - randnumber;
    end
    end
    subplot(1,2,1),subimage(H),title('High brightness image');
    subplot(1,2,2),subimage(L),title('Low brightness image');

    6-rasm. Tasvirni o’zgartirish kodi.


    7-rasm. Tasvirni yorug’ligini o’zgartirilgan xolati.


    1. Tasvir kontrastini o`zgartirish

    a = randsrc(1,1,[1:3]);
    a1 = rand(1,1);
    b = randsrc(1,1,[0:30]);
    O = imread('wolf.jpg');
    [x,y] = size(O);
    H = O*a;
    L = O*a1;
    for i = 1:1:x
    for j = 1:1:y
    H(i,j) = H(i,j) + b;
    L(i,j) = L(i,j) + b;
    end
    end
    subplot(1,2,1),imshow(H),title('Yuquri kontrastli tasvir’);
    subplot(1,2,2),imshow(L),title('Quyi kontrastli tasvir’);


    8-rasm. Tasvirni kontrakstini o’zgartirish.


    1. Tasvir gistogramma qiymatlarini tenglashtirish

    Code:
    I1 = imread('jiraf.png ');


    I2 = histeq(I1);


    subplot(1,2,1),imhist(I1),title('Avvalgi holat');
    subplot(1,2,2),imhist(I2),title('Keyingi holat');


    9-Rasm. Tasvirni gistogrammasini o’zgartirish.

    3-vazifa. Tasvirda morfologik amallar bajarish

    Ushbu amaliy ishda binar (binary) va kulrang (grayscale) tasvirlarda morfologik amallarni bajarish ko'zda tutilgan. Bunda tasvirlar ustida quyidagi morfologik amallarni bajarish lozim:



    • morfologik erosion

    • morfologik dilation

    • morfologik opening

    • morfologik closing

    Binar tasvir


    1. Erosion

    A=imread('helic.jpg');
    se = strel('cube',15);
    %% Erosion
    aa = imopen(A,se);
    %% Dilation
    bb = imclose(A,se);
    %% Opening
    dd = imclose(aa,se);
    %% Closing
    cc = imopen(A,se);
    %% Plotting
    subplot(121)
    imshow(A)
    subplot(122)
    imshow(aa,[])



    10-rasm. Tasvirni erosion funktsiyasidan keying xolati.


    1. Dilation

    A=imread('helic.jpg ');
    se = strel('cube',15);
    %% Erosion
    aa = imopen(A,se);
    %% Dilation
    bb = imclose(A,se);
    %% Opening
    dd = imclose(aa,se);
    %% Closing
    cc = imopen(A,se);
    %% Plotting
    subplot(121)
    imshow(A)
    subplot(122)
    imshow(bb,[])



    11-rasm. Tasvirni dilation funktsiyasidan keying xolati.


    1. Opening

    A=imread('helic.jpg');


    se = strel('cube',15);
    %% Erosion
    aa = imopen(A,se);
    %% Dilation
    bb = imclose(A,se);
    %% Opening
    dd = imclose(aa,se);
    %% Closing
    cc = imopen(A,se);
    %% Plotting
    subplot(121)
    imshow(A)
    subplot(122)
    imshow(dd,[])

    12-rasm. Tasvirni opening funktsiyasidan keying xolati.


    1. Closing

    A=imread('helic.jpg');
    se = strel('cube',7);
    %% Erosion
    aa = imopen(A,se);
    %% Dilation
    bb = imclose(A,se);
    %% Opening
    dd = imclose(aa,se);
    %% Closing
    cc = imopen(A,se);
    %% Plotting
    subplot(121)
    imshow(A)
    subplot(122)
    imshow(cc,[])


    13-rasm. Tasvirni closing funktsiyasidan keying xolati.


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    Topshiriq 5 Mavzu: Matlabda tasvirlarga raqamli ishlov berish Bajardi: Muxiddinov Husan Tekshirdi

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