問題描述
帶矩陣的圖像疊加 (Image overlay with matrix)
I have an image (png) that I want to put underneath a heatmap(so to speak) made from a and a 2D matrix of values 0-1. So the intensity of the spot would be decided by how large the value in the matrix is.
I can use imshow(matrix) but that completely draws over the image underneath. Is it possible to perhaps, not draw any pixels with matrix values <.05 or some other way to make this work?
參考解法
方法 1:
Here is an example of overlaying a binary heatmap on top of a color image:
%# some image
I = im2double( imread('peppers.png') );
%# I create here a random mask (gaussian centered in middle of image)
[r,c,~] = size(I);
[X Y] = meshgrid(1:r,1:c);
Z = mvnpdf([X(:) Y(:)], [r c]./2, diag(15.*[r c]));
Z = (Z-min(Z(:)))./range(Z(:));
Z = reshape(Z',[c r])';
%# show image and mask separately
subplot(121), imshow(I)
subplot(122), imshow(Z)
%# show overlayed images
figure, imshow(I), hold on
hImg = imshow(Z); set(hImg, 'AlphaData', 0.6);
%# also we can specify a colormap
colormap hsv
方法 2:
the loaded png will be a three dimensional matrix. You can convert the 2d binary matrix into a 3d one with repmat. Then resize the binary matrix so it is the same size as the png with imresize. Finally, you can show the two matrices blended with something like imshow(alpha(myPng) + (1-alpha)*(myBinaryMat)) where alpha is a blending parameter between 0 and 1.
(by Michael、Amro、BlessedKey)