Python枕头图像组合

时间:2020-09-21 18:33:46

标签: python image numpy python-imaging-library

我正在尝试将页面上具有给定高度的图像列表组合在一起,以使它们首先沿页面向下流动,然后跨过例如:

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最大列数为3。问题在于这些图像是动态传递的,但是它们都具有固定的宽度,即它们只能跨越1/2/3列,因此可能会发生以下情况:

Image1 Image4 Image7
Image2 Image5 Image8
Image3 Image6 Image9

此外,列表中每张图像的高度都是可变的,这意味着没有固定的行数。因此,如果图像超过页面或与另一图像重叠。它也必须存储以备后用。允许使用空格,例如:

Image1 Image4-Image4
Image2-Image2-Image2
Image3 Image5 Image6

在上面的示例中,Image3占据了整个页面,或者占据了页面的约3/4,这意味着它不合适,因此将其保留用于另一个新页面。

如何实现这种组合图像的方法?

4 个答案:

答案 0 :(得分:1)

您可以使ImageMagick巧妙地将图像垂直放置在蒙太奇中。首先对图像进行转置,然后进行蒙太奇,然后对结果进行转置。

convert logo3.jpg lena2.jpg hatching.jpg zelda3.jpg -transpose miff:- |\
montage - -geometry +2+2 -tile 2x2 miff:- |\
convert - -transpose montage_columns.jpg

enter image description here

答案 1 :(得分:1)

如果您不在乎结果中图像的顺序或网格编号,而只希望最适合给定输出大小,则ImageMagick具有执行此操作的新功能。请参见https://imagemagick.org/script/formats.php#pseudo

上的ASHLAR:ouput.png
magick lena.jpg barn.jpg mandril3.jpg monet2.jpg zelda1.jpg redhat.jpg -background black -define ashlar:best-fit=true ASHLAR:x.png[600x400+0+0]

enter image description here

答案 2 :(得分:1)

您有一套非常复杂的规则。我想,如果您想要这种确切的行为,您可能需要编写一些代码。

我试图避免做任何实际的工作,所以我写了一些python为您布置页面:

#!/usr/bin/python3

import sys
import math
import pyvips

column_width = 256
row_height = 256
background_colour = 255 # you could use eg. [128, 255, 128] as well

# pop enough tiles from the argument to fill a page
def layout(tiles):
    # we insert an image (at its top-left), or "x" if a tile is covered by an
    # image up and left of itself
    page = [[None for x in range(3)] for y in range(3)]

    # where we put the next tile
    current_x = 0
    current_y = 0

    # loop to fill page
    page_filled = False
    while not page_filled:
        # used up all the tiles?
        if tiles == []:
            break

        this_tile = tiles[0]
        tiles_across = math.ceil(this_tile.width / column_width)
        tiles_down = math.ceil(this_tile.height / row_height)

        # image too large for page
        if tiles_across > 3 or tiles_down > 3:
                raise Exception(f"tile too large - {this_tile}")

        # loop to find the next free space this tile fits
        while True:
            # too tall for this column?
            if tiles_down > 3 - current_y:
                current_y = 0
                current_x += 1

            # too wide for this row? 
            if tiles_across > 3 - current_x:
                # we've filled the page
                page_filled = True
                break

            # is this set of tiles clear?
            all_clear = True
            for y in range(tiles_down):
                for x in range(tiles_across):
                    if page[current_y + y][current_x + x]:
                        all_clear = False

            if all_clear:
                break

            # try the next slot down
            current_y += 1

        # did we find a spot?
        if not page_filled:
            # place the tile here and mark the spaces it covers in the page
            for y in range(tiles_down):
                for x in range(tiles_across):
                    page[current_y + y][current_x + x] = "x"
            page[current_y][current_x] = this_tile
            tiles.pop(0)

    # the page has filled -- draw!
    image = pyvips.Image.black(3 * column_width, 3 * row_height) \
            + background_colour
    for y in range(3):
        for x in range(3):
            if isinstance(page[y][x], pyvips.Image):
                image = image.insert(page[y][x], \
                        x * column_width, y * row_height)

    return image

# a source of tiles .. we just load the command-line arguments
all_tiles = [pyvips.Image.new_from_file(filename, access="sequential")
             for filename in sys.argv[1:]]

page_number = 0
while all_tiles != []:
    filename = f"page-{page_number}.jpg"
    print(f"generating {filename} ...")
    page = layout(all_tiles)
    page.write_to_file(filename)
    page_number += 1

您可以这样运行它:

$ ./layout.py ~/pics/shark.jpg ~/pics/k2.jpg ~/pics/shark.jpg ~/pics/shark.jpg ~/pics/shark.jpg ~/pics/shark.jpg ~/pics/shark.jpg ~/pics/shark.jpg
generating page-0.jpg ...
generating page-1.jpg ...
$

这似乎对我有用,并且可以执行您的所有规则(我认为)。我使用pyvips进行页面渲染是因为我很熟悉它,但是将其换成其他东西很简单。

答案 3 :(得分:0)

您可以在Python中作为对ImageMagick montage的子过程调用来做到这一点,如下所示:

import subprocess

cmd = '/usr/local/bin/montage lena.jpg house.jpg boats3_small.jpg barn.jpg cameraman.jpg mandril3.jpg monet2.jpg zelda1.jpg redhat.jpg -tile 3x3 -geometry +0+0 -gravity north -background black montage.jpg'

subprocess.call(cmd, shell=True)

enter image description here