Angle recognition of objects in the image

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tao wang
tao wang 2022-3-2
评论： tao wang 2022-3-2
Like this picture
I want to calculate the angle of the line represented by the two red arrow strips，I want to calculate the angle of the line represented by the two red arrow strips
I have used the program to get the black-and-white picture. I want to know how to get the angle through the black-and-white picture below
Is there any way to get the desired results after getting such pictures，thanks
(edited by DGM to move comment-as-answer into the question body)

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DGM
DGM 2022-3-2
编辑：DGM 2022-3-2
Ran in:
This might be a start. This uses the Hough transform tools from IPT.
A = imread('https://www.mathworks.com/matlabcentral/answers/uploaded_files/911775/image.png');
A = rgb2gray(A);
B = A<128;
% find angle of dominant line
[H,T,R] = hough(B);
P = houghpeaks(H,1,'threshold',ceil(0.3*max(H(:))));
lines = houghlines(B,T,R,P,'FillGap',50,'MinLength',10);
% show line
imshow(B); hold on;
plot([lines.point1(1) lines.point2(1)],[lines.point1(2) lines.point2(2)])
% estimated rotation angle
rotangle = lines.theta
rotangle = -39
This might take some tweaking to work more generally with other images. It might be necessary to get more than the dominant line in the call to houghpeaks() and then try to find some common angle between those. Bear in mind that the angles returned may be complements of each other, so it may be necessary to conditionally complement them in order to compare/winnow/average them.

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