how to write a shapefile from the array resulted from "bwboundaries"

Question

Shaohui 2023-1-13

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此问题的直接链接

https://ww2.mathworks.cn/matlabcentral/answers/1893525-how-to-write-a-shapefile-from-the-array-resulted-from-bwboundaries

回答： Suman Sahu 2023-3-10

Hi! I am a new user of Matlab and not very skilled with the syntax yet, so sorry if it sounds silly...

I would like to extract the boundaries of an image and export it as a shapefile for example.

I successfully plotted the boundaries following the tutorial (https://se.mathworks.com/help/images/boundary-tracing-in-images.html) but don't know how to write this cell object (boundaries) as a shapefile. Can I please use some help here? Thanks!

im = imread('E:\Hyytiala\ses\Canon 1730\s10\painted_IMG_3538_binarized.bmp.bmp');
imshow(im);
BW = im2bw(im);
imshow(BW);
dim = size(BW);
col = round(dim(2)/2)-90;
row = min(find(BW(:,col)));
% To trace the boundaries of all the coins in the image, use the bwboundaries function.
BW_filled = imfill(BW,'holes');
boundaries = bwboundaries(BW_filled);
% Display the original grayscale image and use the coordinates returned by bwtraceboundary to plot the border on the image.
imshow(im)
hold on;
for k=1:length(boundaries)
   b = boundaries{k};
   plot(b(:,2),b(:,1),'g','LineWidth',3);
end

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Answer 1

Suman Sahu 2023-3-10

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此回答的直接链接

https://ww2.mathworks.cn/matlabcentral/answers/1893525-how-to-write-a-shapefile-from-the-array-resulted-from-bwboundaries#answer_1189975

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Hi Shaohui,

You have extracted the boundaries of the image and stored them in the “boundaries” cell array. In order to write the cell array into a Shapefile, the cell array first needs to be converted into a geospatial structure (geo struct). A geo struct is essentially a MATLAB struct that contains specific fields related to geographic information, such as Geometry, X, Y, and so on. To learn more about geographic data structures, refer to this documentation: Geographic Data Structures - MATLAB & Simulink - MathWorks

To write the Geo struct into a Shapefile, you can use a function shapewrite, below is the syntax for that:

shapewrite(geo_struct_obj, '<shapefilename.shp>');

The following code should help you in writing the boundaries cell array into a shapefile.

im = imread('E:\Hyytiala\ses\Canon 1730\s10\painted_IMG_3538_binarized.bmp.bmp');
imshow(im); 
BW = im2bw(im); 
imshow(BW); 
dim = size(BW); 
col = round(dim(2)/2)-90; 
row = min(find(BW(:,col))); 
% To trace the boundaries of all the coins in the image, use the bwboundaries function. 
BW_filled = imfill(BW,'holes'); 
boundaries = bwboundaries(BW_filled); 
% Display the original grayscale image and use the coordinates returned by bwtraceboundary to plot the border on the image. 
imshow(im) 
hold on; 
for k=1:length(boundaries) 
    b = boundaries{k}; 
    plot(b(:,2),b(:,1),'g','LineWidth',3); 
end
%Extract the x and y coordinates of the boundary points into vectors 
column1=[] 
column2=[] 
l=length(boundaries) 
for i=1:l 
    column1=[column1; boundaries{i}(:,1)]; 
    column2=[column2; boundaries{i}(:,2)]; 
end
column1=column1';
column2=column2';
%Create a struct 
Boundaries_struct = struct(); 
Boundaries_struct.Geometry =  'MultiPoint'; 
Boundaries_struct.X = column1; 
Boundaries_struct.Y = column2; 
%Geometry, X and Y are required fields, you can add more fields to store any necessary data. 
%write the struct into the shapefile 
shapewrite(Boundaries_struct, 'boundaries_shapefile.shp');