How to trace the minimum and maximum lines of the image of the moiré franges?

2 次查看(过去 30 天)
I have a photo of the stripes that I am posting as an example (orginal moire). How can you find the middle points of these light and dark lines by MATLAB and connect these lines with a line? I have also included an example of this image (moire with lines).
The pixel coordinates of these found lines should be stored in the matrix.
The second photo ( moire with lines) that is attached contains dark + light lines + the border between dark and light lines

采纳的回答

Catalytic
Catalytic 2023-9-30
编辑:Catalytic 2023-9-30
Something like this might also work -
A=load('Image').Image;
T=findEdges(A,'top',10);
B=findEdges(A,'bottom',10);
C=findCenter(T,B);
imshow(A,[]);
hold on
for i=1:numel(T)
h=plot(T(i).x,T(i).y,'LineWidth',2);
plot(B(i).x,B(i).y,'LineWidth',2,'Color',h.Color);
plot(C(i).x,C(i).y,'--','LineWidth',2,'Color',h.Color);
end
hold off
function Line=findEdges(A,sense,n)
outside=imerode(~bwconvhull(A>150),strel('disk',5));
[~,S]=gradient(sgolayfilt(A,2,21,[],1));
if strcmp(sense,'bottom'), S=-S; end
B=(movmax(S,11,1)==S);
B(outside)=0;
B=imclose(B>0,strel('disk',4));
B=bwareafilt(B,n);
B=bwmorph(B,'thin');
rp=regionprops(B,'PixelList');
for i=numel(rp):-1:1
x=rp(i).PixelList(:,1);
y=rp(i).PixelList(:,2);
p=polyfit(x,y,4);
x=linspace(min(x),max(x),size(A,2));
y=polyval(p,x);
Line(i).x=x;
Line(i).y=y;
Line(i).ym=mean(y);
end
[~,reorder]=sort([Line.ym]);
Line=Line(reorder);
end
function Line=findCenter(T,B)
for i=numel(T):-1:1
Line(i).x=(T(i).x+B(i).x)/2;
Line(i).y=(T(i).y+B(i).y)/2;
Line(i).ym=[];
end
end

更多回答(1 个)

Image Analyst
Image Analyst 2023-10-2
To see published algorithms on the topic, see
9.5.3 Optical Interferometry, Moire Patterns
Pick a paper and code up their algorithm.

类别

Help CenterFile Exchange 中查找有关 Image Segmentation and Analysis 的更多信息

Community Treasure Hunt

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

Start Hunting!

Translated by