the problem about use nlfilter
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Hello, everyone
to imitate the demo from help and the demo from mathworks, I wrote the code about nlfilter.
%a gray level image using nlfilter function
A=imread('C:\Users\yanghang\Pictures\0.jpg');% get the image dimension
[rows,columns,numofColorBands]=size(A);
if numofColorBands >1 %not the gray image
grayimage=A(:,:,2) %Take Green channel
end
fun=@(x)median(x(:));% tell nlfilter to use function median to do its operation
doubleImage=im2double(grayimage);
B=nlfilter(grayimage,[3,3],fun); % filtering the image
subplot(1,3,1);
imshow(A);
subplot(1,3,2);
imshow(grayimage);
subplot(1,3,3);
imshow(B);
There is one thing troubles me. if I replace the first sentence with the second sentence
% doubleImage=im2double(grayimage);
doubleImage=double(grayimage);
I get two results. But in the workplace, the format is all double ,so why there are different?
Thanks in advance.
Hang Yang
采纳的回答
Walter Roberson
2017-9-14
() is approximately
function result = im2double(MATRIX)
if isinteger(MATRIX)
result = double(MATRIX) ./ intmax(class(MATRIX));
else
result = double(MATRIX);
end
end
(except a little more complicated for some more cases.)
That is, a uint8 image can have values 0, 1, 2, 3, ... 255. If you double() that then you would get 0.0, 1.0, 2.0, 3.0, ... 255.0 -- double precision numbers but large. However, images that are floating point need to be in the range 0.0 to 1.0, with 0.0 corresponding to minimum and 1.0 corresponding to maximum. To get from 0.0, 1.0, 2.0, 3.0, ... 255.0 to 0.0 to 1.0, you need to divide by 255.0, which is the maximum representable uint8 value.
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