extract data from a 3D matrix using a window

조회 수: 12 (최근 30일)
Jingtao
Jingtao 2025년 3월 19일
답변: Mathieu NOE 2025년 3월 19일
I'd like to extract data along the 3rd dimension of a 3D matrix with the size of 2*2*10 using a window with a fixed size but a variable start indeces. But it doesn't work.
Script:
clc; clear;
a = 1:10; % 1*10 vector
J = reshape(repelem(a,2,2),2,2,length(a)); % expand a to 2*2*10 matrix
wsize = 5; % window size
startInd = [1,2;3,4]; % start index of the window
Q = J(:,:,startInd:startInd+wsize); % cannot extract accurately !!!

답변 (1개)

Mathieu NOE
Mathieu NOE 2025년 3월 19일
hello
there is one Q array per startInd value so either you use Q in a for loop without indexing (if you can tolerate to overwrite Q at each iteration, or store each result separately as shown below :
and also correct startInd dimensions as it should be a 1D vector
a = 1:10; % 1*10 vector
J = reshape(repelem(a,2,2),2,2,length(a)); % expand a to 2*2*10 matrix
wsize = 5; % window size
startInd = [1 2 3 4]; % start index of the window
for k = 1:numel(startInd)
disp(['-- Iteration index k = ' num2str(k) '--'])
Q = J(:,:,startInd(k):startInd(k)+wsize) % yes you can
% if you want to store each result separately
Qstore{k} = Q;
end
-- Iteration index k = 1--
Q =
Q(:,:,1) = 1 1 1 1 Q(:,:,2) = 2 2 2 2 Q(:,:,3) = 3 3 3 3 Q(:,:,4) = 4 4 4 4 Q(:,:,5) = 5 5 5 5 Q(:,:,6) = 6 6 6 6
-- Iteration index k = 2--
Q =
Q(:,:,1) = 2 2 2 2 Q(:,:,2) = 3 3 3 3 Q(:,:,3) = 4 4 4 4 Q(:,:,4) = 5 5 5 5 Q(:,:,5) = 6 6 6 6 Q(:,:,6) = 7 7 7 7
-- Iteration index k = 3--
Q =
Q(:,:,1) = 3 3 3 3 Q(:,:,2) = 4 4 4 4 Q(:,:,3) = 5 5 5 5 Q(:,:,4) = 6 6 6 6 Q(:,:,5) = 7 7 7 7 Q(:,:,6) = 8 8 8 8
-- Iteration index k = 4--
Q =
Q(:,:,1) = 4 4 4 4 Q(:,:,2) = 5 5 5 5 Q(:,:,3) = 6 6 6 6 Q(:,:,4) = 7 7 7 7 Q(:,:,5) = 8 8 8 8 Q(:,:,6) = 9 9 9 9
Qstore{k}
ans =
ans(:,:,1) = 4 4 4 4 ans(:,:,2) = 5 5 5 5 ans(:,:,3) = 6 6 6 6 ans(:,:,4) = 7 7 7 7 ans(:,:,5) = 8 8 8 8 ans(:,:,6) = 9 9 9 9

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