最近在寫一篇卷積神經網絡的論文,有好多實驗結果需要整理,本來是用美圖秀秀進行圖像的拼接,但是發現重復操作太多,而且拼接效果不好,想到用python寫個腳本實現,看一個簡單的例子:

橫向拼接
首先我需要將同一張圖片的變形拼接為一行,代碼如下:
import os
from PIL import Image
UNIT_SIZE = 229 # 單個圖像的大小為229*229
TARGET_WIDTH = 6 * UNIT_SIZE # 拼接完后的橫向長度為6*229
path = "C:/Users/zm/Desktop/FinalResult/Other-Reconstruction/2"
images = [] # 先存儲所有的圖像的名稱
for root, dirs, files in os.walk(path):
for f in files :
images.append(f)
for i in range(len(images)/6): # 6個圖像為一組
imagefile = []
j = 0
for j in range(6):
imagefile.append(Image.open(path+'/'+images[i*6+j]))
target = Image.new('RGB', (TARGET_WIDTH, UNIT_SIZE))
left = 0
right = UNIT_SIZE
for image in imagefile:
target.paste(image, (left, 0, right, UNIT_SIZE))# 將image復制到target的指定位置中
left += UNIT_SIZE # left是左上角的橫坐標,依次遞增
right += UNIT_SIZE # right是右下的橫坐標,依次遞增
quality_value = 100 # quality來指定生成圖片的質量,范圍是0~100
target.save(path+'/result/'+os.path.splitext(images[i*6+j])[0]+'.jpg', quality = quality_value)
imagefile = []
縱向拼接
將每種類型的圖片拼接為一行六個的圖片后再將這些圖片縱向拼接在一起,總共3種圖像,那么有3行
import os
from PIL import Image
UNIT_SIZE = 229 # 圖像的高
TARGET_WIDTH = 6 * UNIT_SIZE # 一行有6個圖像,那么是6*229那么寬
path = "C:/Users/zm/Desktop/FinalResult/Other-Reconstruction/2/result"
imagefile = []
for root, dirs, files in os.walk(path):
for f in files :
imagefile.append(Image.open(path+'/'+f))
target = Image.new('RGB', (TARGET_WIDTH, UNIT_SIZE*3)) # 最終拼接的圖像的大小為(229*3) * (229*6)
left = 0
right = UNIT_SIZE
for image in imagefile:
target.paste(image, (0, left, TARGET_WIDTH, right))
left += UNIT_SIZE # 從上往下拼接,左上角的縱坐標遞增
right += UNIT_SIZE #左下角的縱坐標也遞增
quality_value = 100
target.save(path+'/result.jpg', quality = quality_value)
同時橫向縱向拼接
今天需要處理的圖片如下:左邊是圖片所在的文件夾,每個文件夾的圖片如→_→右邊所示,需要拼接為2*5的圖片。

寫的腳本如下:
import os
from PIL import Image
UNIT_SIZE = 229 # the size of image
def pinjie(images,num):
target = Image.new('RGB', (UNIT_SIZE*5, UNIT_SIZE*2)) # result is 2*5
leftone = 0
lefttwo = 0
rightone = UNIT_SIZE
righttwo = UNIT_SIZE
for i in range(len(images)):
if(i%2==0):
target.paste(images[i], (leftone, 0, rightone, UNIT_SIZE))
leftone += UNIT_SIZE #第一行左上角右移
rightone += UNIT_SIZE #右下角右移
else:
target.paste(images[i], (lefttwo, UNIT_SIZE, righttwo, UNIT_SIZE*2))
lefttwo += UNIT_SIZE #第二行左上角右移
righttwo += UNIT_SIZE #右下角右移
quality_value = 100
target.save(path+dirlist[num]+'.jpg', quality = quality_value)
path = "C:/Users/laojbdao/Desktop/FinalResult/result4/different_distribution/"
dirlist = [] # all dir name
for root, dirs, files in os.walk(path):
for dir in dirs :
dirlist.append(dir)
num = 0
for dir in dirlist:
images = [] # images in each folder
for root, dirs, files in os.walk(path+dir): # traverse each folder
print path+dir+''
for file in files:
images.append(Image.open(path+dir+'/'+file))
pinjie(images,num)
num +=1
images = []

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