mathematical operation on each element of gpuArray

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How can i do mathematical operation on each element of gpuArray with the equation below? s = 2r(i, j) − r(i, j +1) + r(i, j −1). here r is the image matrix. I've written the code below:
im = imread('(HTC-1-M7)1.jpg');
tic
img = gpuArray(im);
for j =2: size(im,2) -1
A(:,:,:) = 2*img(:, :,:) -img(:,j+1,:) + img(:, j-1,:);
end
B = gather(A);
toc
Is there anyway to apply equation on each element of gpuarray with function like arrayfun without using loop? Thanks in advance.
  2 个评论
Matt J
Matt J 2018-1-22
Are you certain that it is not a 2nd order differencing filter that you want:
s = 2r(i, j) r(i, j +1) - r(i, j 1)
Rouhan Noor
Rouhan Noor 2018-1-22
编辑:Rouhan Noor 2018-1-22
actually I found it from a research paper from IEEE. They derive this equation for row wise(x-axis) second order differentiation. But i have come to know about imgradientxy function, not sure this function does the same stuff like this equation or not.

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回答(1 个)

Matt J
Matt J 2018-1-22
编辑:Matt J 2018-1-22
B=gather( imfilter(gpuArray(img), [+1,2,-1]) );
  4 个评论
Rouhan Noor
Rouhan Noor 2018-1-22
Is there any builin function in matlab to determine the second order derivative of image like the equation above?

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