MATLAB: Drawing a line over a black and white image
Solution 1
You may want to look at my answer to an SO question about adding a line to an image matrix. Here's a similar example to the one I have in that answer, which will make a white line running from row and column index (10, 10)
to (240, 120)
:
img = imread('cameraman.tif'); % Load a sample black and white image
x = [10 240]; % x coordinates
y = [10 120]; % y coordinates
nPoints = max(abs(diff(x)), abs(diff(y)))+1; % Number of points in line
rIndex = round(linspace(y(1), y(2), nPoints)); % Row indices
cIndex = round(linspace(x(1), x(2), nPoints)); % Column indices
index = sub2ind(size(img), rIndex, cIndex); % Linear indices
img(index) = 255; % Set the line points to white
imshow(img); % Display the image
And here's the resulting image:
Solution 2
If you are bothered by exceptional cases of other methods here's a bullet-proof method that results in a line:
- whose pixels always touch each other during the whole length of the line (pixels are 8-neighbors to each other),
- density of the line is not dependent on the additional parameter, but is determined flexibly to accommodate guarantee from the first point.
Inputs (convenient for making function out of this code):
-
img
- matrix that contains image, -
x1
,y1
,x2
,y2
- coordinates of the end points of the line to be drawn.
Code:
% distances according to both axes
xn = abs(x2-x1);
yn = abs(y2-y1);
% interpolate against axis with greater distance between points;
% this guarantees statement in the under the first point!
if (xn > yn)
xc = x1 : sign(x2-x1) : x2;
yc = round( interp1([x1 x2], [y1 y2], xc, 'linear') );
else
yc = y1 : sign(y2-y1) : y2;
xc = round( interp1([y1 y2], [x1 x2], yc, 'linear') );
end
% 2-D indexes of line are saved in (xc, yc), and
% 1-D indexes are calculated here:
ind = sub2ind( size(img), yc, xc );
% draw line on the image (change value of '255' to one that you need)
img(ind) = 255;
Here's the example image with three lines drawn on it:
Solution 3
This algorithm offers one approach.
Solution 4
It actually is just a modification on plesiv's answer. I'm drawing thousands of lines over an image and I need to increase the performance. The most improvement made by omitting interp1
calls and using integer variables made it slightly faster. It performs about 18% faster on my PC comparing to plesiv's code.
function img = drawLine(img, x1, y1, x2, y2)
x1=int16(x1); x2=int16(x2); y1=int16(y1); y2=int16(y2);
% distances according to both axes
xn = double(x2-x1);
yn = double(y2-y1);
% interpolate against axis with greater distance between points;
% this guarantees statement in the under the first point!
if (abs(xn) > abs(yn))
xc = x1 : sign(xn) : x2;
if yn==0
yc = y1+zeros(1, abs(xn)+1, 'int16');
else
yc = int16(double(y1):abs(yn/xn)*sign(yn):double(y2));
end
else
yc = y1 : sign(yn) : y2;
if xn==0
xc = x1+zeros(1, abs(yn)+1, 'int16');
else
xc = int16(double(x1):abs(xn/yn)*sign(xn):double(x2));
end
end
% 2-D indexes of line are saved in (xc, yc), and
% 1-D indexes are calculated here:
ind = sub2ind(size(img), yc, xc);
% draw line on the image (change value of '255' to one that you need)
img(ind) = 255;
end
Related videos on Youtube
Richard
Updated on April 16, 2022Comments
-
Richard about 2 years
What is the best way to draw a line over a black and white (binary) image in MATLAB, provided the start and end coordinates are known?
Please note, I am not trying to add an annotation line. I would like the line to become part of the image.
-
Jonas about 14 yearsThis works perfectly for a diagonal line, but may add unwanted pixels for a flatter line. If you don't care about the additional pixels, I suggest choosing gnovices solution because it is fast and simple.
-
taranaki over 9 yearsIt would be nice for this method to gracefully handle out-of-bounds points. I used some ray-intersection code to find the bounds given a point-slope form of a line. It's done before calling this function but it could easily be incorporated instead.
-
plesiv over 9 yearsYeah... Sorry. I wrote this long time ago. It takes too much effort to make improvements now, since I don't have Matlab currently.
-
gnovice about 7 years@Jonas: I've updated the algorithm to compute the line better, which removes some unnecessary pixels.
-
Jonas about 7 yearsThank you for improving my answer!
-
saastn about 7 years
insertShape
is really slow and it only returns images in RGB format. -
saastn about 7 yearsIt can be even faster if you remove
interp1
calls, considering your comment above I posted a new answer.