I am looking for a function in openCV to help me make masks of images.
for example in MATLAB:
B(A<1)=0;
or
B=zeros(size(A));
B(A==
OpenCV C++ supports the following syntax you might find convenient in creating masks:
Mat B= A > 1;//B(A<1)=0
or
Mat B = A==10;
B *= c;
which should be equivalent to:
B=zeros(size(A));
B(A==10)=c;
You can also use compare()
. See the following OpenCV Documentation.
Some functions allow you to pass mask
arguments to them. To create masks the way you describe, I think you are after Cmp or CmpS which are comparison operators, allowing you to create masks, by comparison to another array or scalar. For example:
im = cv.LoadImageM('tree.jpg', cv.CV_LOAD_IMAGE_GRAYSCALE)
mask_im = cv.CreateImage((im.width, im.height), cv.IPL_DEPTH_8U, 1)
#Here we create a mask by using `greater than 100` as our comparison
cv.CmpS(im, 100, mask_im, cv.CV_CMP_GT)
#We set all values in im to 255, apart from those masked, cv.Set can take a mask arg.
cv.Set(im, 255, mask=mask_im)
cv.ShowImage("masked", im)
cv.WaitKey(0)
Original im
:
im
after processing: