Copying triangular image region with PIL
I have two PIL images and two sets of corresponding 2D points that make a triangle.
For example:
image1:
100x100 pixels
points = [(10,10), (20,20), (10,20)]
image2:
250x250 pixels
points = [(35,30), (75,19), (50,90)]
I want to copy the triangular region from image1 and transform it to fit into the corresponding triangular region of image2. Is there any way to do this with PIL without having to copy pixel by pixel and calculate the transformation myself?
I was able to do this with an affine transformation (thanks to this question). After the affine transformation, the destination triangle is drawn to a mask and then pasted on to the destination image. Here's what I came up with:
import Image
import ImageDraw
import numpy
def transformblit(src_tri, dst_tri, src_img, dst_img):
((x11,x12), (x21,x22), (x31,x32)) = src_tri
((y11,y12), (y21,y22), (y31,y32)) = dst_tri
M = numpy.array([
[y11, y12, 1, 0, 0, 0],
[y21, y22, 1, 0, 0, 0],
[y31, y32, 1, 0, 0, 0],
[0, 0, 0, y11, y12, 1],
[0, 0, 0, y21, y22, 1],
[0, 0, 0, y31, y32, 1]
])
y = numpy.array([x11, x21, x31, x12, x22, x32])
A = numpy.linalg.solve(M, y)
src_copy = src_img.copy()
srcdraw = ImageDraw.Draw(src_copy)
srcdraw.polygon(src_tri)
src_copy.show()
transformed = src_img.transform(dst_img.size, Image.AFFINE, A)
mask = Image.new('1', dst_img.size)
maskdraw = ImageDraw.Draw(mask)
maskdraw.polygon(dst_tri, fill=255)
dstdraw = ImageDraw.Draw(dst_img)
dstdraw.polygon(dst_tri, fill=(255,255,255))
dst_img.show()
dst_img.paste(transformed, mask=mask)
dst_img.show()
im100 = Image.open('test100.jpg')
im250 = Image.open('test250.jpg')
tri1 = [(10,10), (20,20), (10,20)]
tri2 = [(35,30), (75,19), (50,90)]
transformblit(tri1, tri2, im100, im250)
The source 100x100 image looks like this (triangle overlaid in white):
The destination 250x250 image looks like this (triangular region filled in with white):
And then after the transformation and pasting, the destination image looks like this:
EDITED
This strategy still involves some pixel manipulation, but can leverage the APIs somewhat.
map
and partial
.) 上一篇: 你知道GUI编程的任何模式吗? (不是设计GUI的模式)
下一篇: 用PIL复制三角形图像区域