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  • matlab 彩色图像转化成灰度图像,灰度图像降低灰度级

    灰度级数k,k=2^b,称该图像为b比特图像。

    降低灰度级数是靠2的幂次方

    网上代码:https://blog.csdn.net/silence2015/article/details/68927360

    function changereduce_factor(imgpath,reduce_factor)
    % Write a computer program capable of reducing the number of intensity levels in an image from 256 to 2, 
    % in integer powers of 2. The desired number of intensity levels needs to be a variable input to your program.
        f = imread(imgpath);
        if reduce_factor<0
            reduce_factor=0
        else if reduce_factor>8
                reduce_factor=8
            end
        end
    
        dfactor=uint8(2^reduce_factor);
        f_trans=(f/dfactor)*dfactor;
        subplot(1,2,1);
        imshow(f);
        subplot(1,2,2);
        imshow(f_trans);
    
    end

    其中reduce_factor=8表示原图像是一张8bit图像,有灰度级dfactor是256,

    所以(f/dfactor)取整只有两个结果0或者1,然后再乘灰度级就变成了黑白图片(只有两个灰度级)

    那么当reduce不等于比特图像那个值的时候会出现什么结果,如果大于,那么图像是全黑的0,小于的话取整运算的结果将不只是0,1,还会出现更多数

    但是还是小于比特图像数,也就做到了将灰度值降低。

    pic=imread('pic/coltogray/1.jpg');
    ##gray_pic=rgb2gray(pic);
    ##figure(1)
    ##imshow(gray_pic)
    
    [x,y,z]=size(pic);
    
    graypic=zeros(x,y);
    
    level=4
    
    dfactor=uint8(2^level)
    max1=0;
    min1=0;
    for i=1:x
      for j=1:y
        sum=0;
        for k =1:z
          sum=sum+pic(i,j,k)/3;
        end
        graypic(i,j)=sum;
        graypic1(i,j)=(sum/dfactor)*dfactor;
      end
    end
    
    graypic=uint8(graypic);
    graypic1=uint8(graypic1);
    
    figure(1);
    imshow(graypic);
    figure(2);
    imshow(graypic1);
    %将三维图像压缩至一维即可以看作是灰度图像?

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  • 原文地址:https://www.cnblogs.com/wangtianning1223/p/11145441.html
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