Calculate the mean of multiple 3D arrays layer by layer
12 Ansichten (letzte 30 Tage)
Ältere Kommentare anzeigen
AbioEngineer
am 21 Dez. 2020
Bearbeitet: Ameer Hamza
am 21 Dez. 2020
Code is provided below but is inefficient. Is there a more elegant way?
Let's say I have 2 3D arrays: matrix1 and matrix2 both of the same dimension e.g. 10x10x3
How could I calculate the element-average between layer1 of matrix1 and matrix2 and do that for all 3 layers so the final outcome is another 10x10x3 matrix avgMat where avgMat(:, :, 1) is the mean of matrix1(:, :, 1) and matrix2(:, :, 1)?
m1 = cat(3,matrix1(:,:,1),matrix2(:,:,1));
m1=mean(m1,3);
m2 = cat(3,matrix1(:,:,2),matrix2(:,:,2));
m2=mean(m2,3);
m3 = cat(3,matrix1(:,:,3),matrix2(:,:,3));
m3=mean(m3,3);
avgMat=cat(3,m1, m2, m3)
0 Kommentare
Akzeptierte Antwort
Ameer Hamza
am 21 Dez. 2020
Bearbeitet: Ameer Hamza
am 21 Dez. 2020
I am not sure why you are concerned about the layers. You are just taking an element-wise average of two matrices. Talking about layers is just making your problem more confusing. The following is equivalent to your code.
avgMat = (matrix1+matrix2)/2
Just in case you are intentionally looking for something confusing
avgMat2 = mean(cat(4, matrix1, matrix2), 4)
0 Kommentare
Weitere Antworten (0)
Siehe auch
Kategorien
Mehr zu Matrix Indexing finden Sie in Help Center und File Exchange
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!