画线连接质心

Question

我有一张图片

。

经过我的求质心处理后，它有四个质心。我的目标是我想用线连接它们并测量这个区域之间的角度。想清楚质心和我的目标，可以打开.

这是我实现质心的代码

I = imread('22c.jpg');
Ibw = im2bw(I);
Ibw = imfill(Ibw,'holes');

Ilabel = bwlabel(Ibw);
stat = regionprops(Ilabel,'centroid');
imshow(I); hold on;
for x = 1: numel(stat)
    plot(stat(x).Centroid(1),stat(x).Centroid(2),'ro');
end

问题是我仍然对下一步（连接每个质心并测量角度）感到困惑。我需要你的帮助，谢谢

Answer 1

这里是file exchange link到bresenham.m

更改代码以获取所有 4 个质心

%// read your input image
im = imread('http://i.stack.imgur.com/xeqe8.jpg');

BW = im>220;

CC = bwconncomp(BW);
stat = regionprops(CC,'Centroid');

figure; imshow(BW); hold on
for x = 1: numel(stat)
    plot(stat(x).Centroid(1),stat(x).Centroid(2),'ro');
end

这是输出：

进一步实施：

%// putting all the Centroid coordinates into corresponding x,y variable
x = [stat(1).Centroid(1),stat(2).Centroid(1),stat(3).Centroid(1),stat(4).Centroid(1)];
y = [stat(1).Centroid(2),stat(2).Centroid(2),stat(3).Centroid(2),stat(4).Centroid(2)];

%// obtain row and col dim
[r,c] = size(BW);

%// get all x,y values connecting the centroid points
[xAll{1},yAll{1}] = bresenham(x(1),y(1),x(4),y(4));
[xAll{2},yAll{2}] = bresenham(x(2),y(2),x(3),y(3));
[xAll{3},yAll{3}] = bresenham(x(3),y(3),x(4),y(4));

%// change row and col subs to linear index
for ii = 1:3
    idx{ii} = sub2ind(size(BW),yAll{ii},xAll{ii});
end

%// change grayscale image to 3D (as you want red line)
out = repmat(im,[1,1,3]);

%// obtaining corresponding index of all 3 slices
for ii = 1:3
    idxall{ii} = bsxfun(@plus, idx{ii},[0:2].*(r*c));
end

%// keep only the index of 1st slice to 255 and changing rest to 0 to obtain a red line.
%// Similar process for blue line except keep the index in the 3rd slice to 255
out(cat(1,idxall{:})) = 0;
out(idx{1}) = 255;
out(idx{2}) = 255;
out(idx{3}+2*(r*c)) = 255;

%// see what you have obtained
figure; imshow(out);hold on
for x = 1: numel(stat)
    plot(stat(x).Centroid(1),stat(x).Centroid(2),'bo');
end

结果：

注意：由于图片较大，线条可能看起来有些虚线，但其实是连续的

最后一张图放大后可以看到实线：

更进一步：

您可能需要听取@Spektre 的建议，使用atan2 找到倾斜角度。另请参阅 his answer 以获取更多说明。

画线连接质心

Draw line to connect centroids

matlab

image-processing

line

centroid

进一步实施：

更进一步：