Edge Detection in a 2D Matrix

Hi there,
I have a 2D matrix which contains contains 0s and 1s as shown in the left image below. I would like to get the outer boundary of this shape. By using the edge function, it gives a nice estimate of the boundary, but some of the points lie on the original shape. What I did was to use the "edge" function directly with only my 2D matrix as input. Are there any ways to get the outer boundary only and without any points intersecting the original shape? Thank you.

2 个评论

What is the output you want to obtain?
Also, can you attach your data? Use the paperclip button to do so.
Hi @Dyuman Joshi thanks for the reply - i have attached the data. I would like to have a boundary of a single pixel which surrounds the original figure. The "edge" function does that to some extent, but there are still some overlapped regions.

请先登录,再进行评论。

 采纳的回答

Consider the example:
% a logical image
mask = imread('tinyblobs.png');
imshow(mask)
% generate the perimeter image
paddedmask = padarray(mask,[1 1],'replicate','both');
perim = bwperim(~paddedmask);
perim = perim(2:end-1,2:end-1);
imshow(perim)
% show that the new pixels do not overlap the original blobs
% and that there is no gap between the two
imshow(imfuse(mask,perim))

更多回答(2 个)

% a logical image
mask = imread('tinyblobs.png');
outerboundary = imdilate(mask,strel('disk',1))&~mask;
imshow(mask+2*outerboundary,[])
Do you want this
load(websave('data.mat','https://www.mathworks.com/matlabcentral/answers/uploaded_files/1446792/data.mat'))
d=conv2(data,[0 1 0; 1 1 1; 0 1 0],'same')>0;
b=d-data;
figure
imagesc(data);
axis equal
figure
imagesc(b)
axis equal

类别

帮助中心File Exchange 中查找有关 Images 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