How to merge a transparent png image with another image using PIL
I have a transparent png image foo.png
and I've opened 开发者_开发百科another image with:
im = Image.open("foo2.png")
Now what I need is to merge foo.png
with foo2.png
.
(foo.png
contains some text and I want to print that text on foo2.png
)
from PIL import Image
background = Image.open("test1.png")
foreground = Image.open("test2.png")
background.paste(foreground, (0, 0), foreground)
background.show()
First parameter to .paste()
is the image to paste. Second are coordinates, and the secret sauce is the third parameter. It indicates a mask that will be used to paste the image. If you pass a image with transparency, then the alpha channel is used as mask.
Check the docs.
Image.paste
does not work as expected when the background image also contains transparency. You need to use real Alpha Compositing.
Pillow 2.0 contains an alpha_composite
function that does this.
background = Image.open("test1.png")
foreground = Image.open("test2.png")
Image.alpha_composite(background, foreground).save("test3.png")
EDIT: Both images need to be of the type RGBA. So you need to call convert('RGBA')
if they are paletted, etc.. If the background does not have an alpha channel, then you can use the regular paste method (which should be faster).
As olt already pointed out, Image.paste
doesn't work properly, when source and destination both contain alpha.
Consider the following scenario:
Two test images, both contain alpha:
layer1 = Image.open("layer1.png")
layer2 = Image.open("layer2.png")
Compositing image using Image.paste
like so:
final1 = Image.new("RGBA", layer1.size)
final1.paste(layer1, (0,0), layer1)
final1.paste(layer2, (0,0), layer2)
produces the following image (the alpha part of the overlayed red pixels is completely taken from the 2nd layer. The pixels are not blended correctly):
Compositing image using Image.alpha_composite
like so:
final2 = Image.new("RGBA", layer1.size)
final2 = Image.alpha_composite(final2, layer1)
final2 = Image.alpha_composite(final2, layer2)
produces the following (correct) image:
One can also use blending:
im1 = Image.open("im1.png")
im2 = Image.open("im2.png")
blended = Image.blend(im1, im2, alpha=0.5)
blended.save("blended.png")
Had a similar question and had difficulty finding an answer. The following function allows you to paste an image with a transparency parameter over another image at a specific offset.
import Image
def trans_paste(fg_img,bg_img,alpha=1.0,box=(0,0)):
fg_img_trans = Image.new("RGBA",fg_img.size)
fg_img_trans = Image.blend(fg_img_trans,fg_img,alpha)
bg_img.paste(fg_img_trans,box,fg_img_trans)
return bg_img
bg_img = Image.open("bg.png")
fg_img = Image.open("fg.png")
p = trans_paste(fg_img,bg_img,.7,(250,100))
p.show()
def trans_paste(bg_img,fg_img,box=(0,0)):
fg_img_trans = Image.new("RGBA",bg_img.size)
fg_img_trans.paste(fg_img,box,mask=fg_img)
new_img = Image.alpha_composite(bg_img,fg_img_trans)
return new_img
Here is my code to merge 2 images of different sizes, each with transparency and with offset:
from PIL import Image
background = Image.open('image1.png')
foreground = Image.open("image2.png")
x = background.size[0]//2
y = background.size[1]//2
background = Image.alpha_composite(
Image.new("RGBA", background.size),
background.convert('RGBA')
)
background.paste(
foreground,
(x, y),
foreground
)
background.show()
This snippet is a mix of the previous answers, blending elements with offset while handling images with different sizes, each with transparency.
the key code is:
_, _, _, alpha = image_element_copy.split()
image_bg_copy.paste(image_element_copy, box=(x0, y0, x1, y1), mask=alpha)
the full function is:
def paste_image(image_bg, image_element, cx, cy, w, h, rotate=0, h_flip=False):
image_bg_copy = image_bg.copy()
image_element_copy = image_element.copy()
image_element_copy = image_element_copy.resize(size=(w, h))
if h_flip:
image_element_copy = image_element_copy.transpose(Image.FLIP_LEFT_RIGHT)
image_element_copy = image_element_copy.rotate(rotate, expand=True)
_, _, _, alpha = image_element_copy.split()
# image_element_copy's width and height will change after rotation
w = image_element_copy.width
h = image_element_copy.height
x0 = cx - w // 2
y0 = cy - h // 2
x1 = x0 + w
y1 = y0 + h
image_bg_copy.paste(image_element_copy, box=(x0, y0, x1, y1), mask=alpha)
return image_bg_copy
the above function supports:
- position(cx, cy)
- auto resize image_element to (w, h)
- rotate image_element without cropping it
- horizontal flip
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