Creating array by picking certain elements from another array

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Kai
Kai 2018-10-23
回答： Andrei Bobrov 2018-10-23
Let's say I am given two arrays A and B of size 100x100x5. The entries of A are either NaN or integers from 1 to 10, such that the integers along the third dimension are always unique. For instance, A(50,50,:) might look like
A(50,50,:) = [1,NaN,6,2,3,NaN];
The array B contains NaN-entries at the same places as A, and random values at the other positions. So perhaps
B(50,50,:) = [21,NaN,42,-42,-21,NaN];
In my context, A is saving the component index of the points given in B. I would like to create a new array C of size 100x100x10. The third dimension should represent the component, the values in C should represent the values of the points given by B. Hence the entries of C should be defined by C(i,j,k) = B(i,j,m) if A(i,j,m) = k, and C(i,j,k) = NaN if k is not contained in A(i,j,:). In the above example, I should get
C(50,50,:) = [21,-42,-21,NaN,NaN,42,NaN,NaN,NaN,NaN];
I hope you get the idea. I am hoping to find a simpler way for solving this than some for- and if-loops. Of course it would suffice if one could create the matrix C(:,:,1), it is not a problem to run a for-loop over the components. Thanks for your help!
  2 个评论
Kai
Kai 2018-10-23
Okay, I will try to be more specific. Consider the unit sphere for instance, and a regular 3-dimensional grid (-1:0.1:1)^3. The sphere intersects the grid lines parallel to the z-axis at many points, and I am trying to find "components" of these points. Now I made some algorithm that finds the "height" of the intersection and assigns a component to them. In this case of the unit sphere, I would obtain two components, representing the upper and the lower half, so I always assign the value 1 or 2 respectively.
So far these points and components are represented by the arrays A and B, which are both of size 21x21x2. The first two dimensions stand for the position of the grid line. The third dimension is some predefined "maximal sheet number". So in the case of the unit sphere I know that each line has at most two intersections with the sphere, so I can set it to 2. But for more arbitrary shapes, I do not know the exact number, so I just estimate it beforehand. Now when my "component sorting" is finished, the array A contains entries NaN, 1 and 2, and the array B saves the heights of the intersections at the respective positions. Again, in the case of the unit sphere, it is fairly simple and probably sorted already just by construction of my sorting algorithm. But in general the third dimension of A would have integer numbers in arbitrary order. What I would like to do is create a stack C of size 21x21x2, and C(:,:,1) should save the heights of the intersections on the lower half, C(:,:,2) should save the heights of the intersections on the upper half. In general, the third dimension of C should represent the component number.

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Andrei Bobrov
Andrei Bobrov 2018-10-23
s = size(A);
[ii,jj,~] = ndgrid(1:s(1),1:s(2),1:s(3));
ij = [ii(:),jj(:),A(:),B(:)];
ij = ij(~isnan(ij(:,3)),:);
out = accumarray(ij(:,1:3),ij(:,4),s + [0,0,s(3)],[],nan);

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