Does anybody have details about how Matlab does its 2-D 'spline' interpolation?

조회 수: 2 (최근 30일)
Jonas
Jonas 2012년 7월 18일
I didn't find details about how Matlab computes its 'spline' interpolation in interp2. Apparently, it uses many points (Roughly a square of 60 points are needed to obtain exactly the same interpolation as for the whole plan when I tried for an example implying a huge matrix of random numbers (see example below) (and it's probably only a precision limit)). (I understood that 'linear' uses 4 points, 'cubic' 16) Does anyone know how Matlab procedes (I don't think they give any reference or anything about their method...)
MATLAB CODE
X=ones(1000*2,1)*(1:500);
Y=((((1-round(1000/2)):1000+...
(1000-round(1000/2))))')*ones(1,500);
Z=rand(2000,500);
rt=59.5
Hum3=interp2(X,Y,Z,rt,rt,'spline')
for kj=1:floor(rt-1)
if isequal(interp2(X((500+floor(rt)-kj):(500+ceil(rt)+kj),(floor(rt)-kj):(floor(rt)+kj)),...
Y((500+floor(rt)-kj):(500+ceil(rt)+kj),(floor(rt)-kj):(floor(rt)+kj)),...
Z((500+floor(rt)-kj):(500+ceil(rt)+kj),(floor(rt)-kj):(floor(rt)+kj)),rt,rt,'spline'),Hum3)
disp(kj)
break
end
end
  댓글 수: 5
Miro
Miro 2012년 7월 19일
the problem is, that the following can easily happen: http://imgur.com/e5hPj
Jonas
Jonas 2012년 7월 19일
Yes, you are right, thank you. Apparently the 'cubic' option is less prone to this unwanted distortions... (I am doing some tests..)

댓글을 달려면 로그인하십시오.

답변 (0개)

카테고리

Help CenterFile Exchange에서 Spline Postprocessing에 대해 자세히 알아보기

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by