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Expand and crop a matrix

开发者 https://www.devze.com 2023-02-21 08:57 出处:网络
How can I expand a matrix with zeroes 开发者_StackOverflow中文版around the edge and then crop it back to the same size, after some manipulations?You can do this:

How can I expand a matrix with zeroes 开发者_StackOverflow中文版around the edge and then crop it back to the same size, after some manipulations?


You can do this:

octave:1> x = ones(3, 4)
x =

   1   1   1   1
   1   1   1   1
   1   1   1   1

octave:2> y = zeros(rows(x)+2, columns(x)+2);
octave:3> y(2:rows(x)+1, 2:columns(x)+1) = x
y =

   0   0   0   0   0   0
   0   1   1   1   1   0
   0   1   1   1   1   0
   0   1   1   1   1   0
   0   0   0   0   0   0

octave:4> y = y.*2  (manipulation)
y =

   0   0   0   0   0   0
   0   2   2   2   2   0
   0   2   2   2   2   0
   0   2   2   2   2   0
   0   0   0   0   0   0

octave:5> x = y(2:rows(x)+1, 2:columns(x)+1)
x =

   2   2   2   2
   2   2   2   2
   2   2   2   2


To pad an array, you can use PADARRAY, if you have the image processing toolbox.

Otherwise, you can pad and shrink the following way:

smallArray = rand(10); %# make up some random data
border = [2 3]; %# add 2 rows, 3 cols on either side

smallSize = size(smallArray);

%# create big array and fill in small one
bigArray = zeros(smallSize + 2*border);
bigArray(border(1)+1:end-border(1),border(2)+1:end-border(2)) = smallArray;

%# perform calculation here

%# crop the array
newSmallArray = bigArray(border(1)+1:end-border(1),border(2)+1:end-border(2));
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