![\"python\u5982\u4f55\u4fdd\u5b58tif\u56fe\u7247\"](\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25070623\/42cfe276-b6de-454b-a3e5-f596fdd307e8.webp\")
<\/p>\n<\/p>\n
\u8981\u5728Python\u4e2d\u4fdd\u5b58TIF\u56fe\u7247\uff0c\u53ef\u4ee5\u4f7f\u7528PIL\u5e93\uff08Pillow\uff09\u3001\u4fdd\u5b58\u4e3a\u591a\u9875TIF\u683c\u5f0f\u3001\u8c03\u6574\u56fe\u50cf\u8d28\u91cf\u7b49\u65b9\u5f0f\u3002<\/strong> Pillow\u662fPython Imaging Library\u7684\u4e00\u4e2a\u5206\u652f\uff0c\u63d0\u4f9b\u4e86\u5904\u7406\u56fe\u50cf\u6587\u4ef6\u7684\u529f\u80fd\u3002\u901a\u8fc7Pillow\u5e93\uff0c\u60a8\u53ef\u4ee5\u8f7b\u677e\u6253\u5f00\u3001\u5904\u7406\u548c\u4fdd\u5b58TIF\u683c\u5f0f\u7684\u56fe\u7247\u3002\u4ee5\u4e0b\u662f\u5173\u4e8e\u5982\u4f55\u4f7f\u7528Pillow\u4fdd\u5b58TIF\u56fe\u7247\u7684\u8be6\u7ec6\u4ecb\u7ecd\u3002<\/p>\n<\/p>\n \u5728\u5f00\u59cb\u5904\u7406TIF\u56fe\u7247\u4e4b\u524d\uff0c\u60a8\u9700\u8981\u786e\u4fdd\u5b89\u88c5\u4e86Pillow\u5e93\u3002\u60a8\u53ef\u4ee5\u4f7f\u7528Python\u7684\u5305\u7ba1\u7406\u5de5\u5177pip\u6765\u5b89\u88c5\u5b83\uff1a<\/p>\n<\/p>\n <\/code><\/pre>\n<\/p>\n Pillow\u5e93\u662f\u5904\u7406\u56fe\u50cf\u7684\u5f3a\u5927\u5de5\u5177\uff0c\u652f\u6301\u591a\u79cd\u683c\u5f0f\uff0c\u5305\u62ecTIF\u3002\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u60a8\u5c31\u53ef\u4ee5\u5728Python\u811a\u672c\u4e2d\u5bfc\u5165\u5b83\u5e76\u5f00\u59cb\u5904\u7406\u56fe\u50cf\u3002<\/p>\n<\/p>\n \u4f7f\u7528Pillow\u5e93\u4fdd\u5b58TIF\u56fe\u7247\u975e\u5e38\u7b80\u5355\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u57fa\u672c\u7684\u793a\u4f8b\u4ee3\u7801\uff0c\u6f14\u793a\u4e86\u5982\u4f55\u6253\u5f00\u4e00\u4e2a\u56fe\u50cf\u6587\u4ef6\u5e76\u5c06\u5176\u4fdd\u5b58\u4e3aTIF\u683c\u5f0f\uff1a<\/p>\n<\/p>\n image = Image.open('example.jpg')<\/p>\n image.save('output.tif', format='TIFF')<\/p>\n <\/code><\/pre>\n<\/p>\n \u89e3\u91ca\uff1a<\/strong><\/p>\n<\/p>\n TIF\u683c\u5f0f\u652f\u6301\u591a\u9875\u5b58\u50a8\uff0c\u8fd9\u5728\u67d0\u4e9b\u5e94\u7528\u4e2d\u975e\u5e38\u6709\u7528\uff0c\u4f8b\u5982\u5b58\u50a8\u626b\u63cf\u6587\u6863\u7684\u591a\u4e2a\u9875\u9762\u3002\u4ee5\u4e0b\u662f\u5982\u4f55\u4f7f\u7528Pillow\u5e93\u4fdd\u5b58\u591a\u9875TIF\u56fe\u7247\u7684\u793a\u4f8b\uff1a<\/p>\n<\/p>\n image1 = Image.open('page1.jpg')<\/p>\n image2 = Image.open('page2.jpg')<\/p>\n image1.save('multi_page_output.tif', save_all=True, append_images=[image2], format='TIFF')<\/p>\n <\/code><\/pre>\n<\/p>\n \u89e3\u91ca\uff1a<\/strong><\/p>\n<\/p>\n \u5728\u4fdd\u5b58TIF\u56fe\u7247\u65f6\uff0c\u60a8\u53ef\u80fd\u5e0c\u671b\u8c03\u6574\u56fe\u50cf\u7684\u8d28\u91cf\u6216\u5e94\u7528\u67d0\u79cd\u538b\u7f29\u3002Pillow\u5e93\u652f\u6301\u4e0d\u540c\u7684\u538b\u7f29\u7b97\u6cd5\uff0c\u4f8b\u5982\u65e0\u538b\u7f29\u3001LZW\u538b\u7f29\u7b49\u3002\u4ee5\u4e0b\u662f\u5982\u4f55\u8c03\u6574\u56fe\u50cf\u8d28\u91cf\u7684\u793a\u4f8b\uff1a<\/p>\n<\/p>\n image = Image.open('example.jpg')<\/p>\n image.save('compressed_output.tif', format='TIFF', compression='tiff_lzw')<\/p>\n <\/code><\/pre>\n<\/p>\n \u89e3\u91ca\uff1a<\/strong><\/p>\n<\/p>\n \u5728\u5904\u7406\u5927\u5c3a\u5bf8\u7684TIF\u56fe\u7247\u65f6\uff0c\u53ef\u80fd\u4f1a\u9047\u5230\u5185\u5b58\u9650\u5236\u95ee\u9898\u3002\u4e3a\u4e86\u9ad8\u6548\u5904\u7406\u5927\u56fe\u50cf\uff0c\u60a8\u53ef\u4ee5\u8003\u8651\u4f7f\u7528Pillow\u7684\u56fe\u50cf\u5206\u5757\uff08tiling\uff09\u529f\u80fd\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u793a\u4f8b\uff1a<\/p>\n<\/p>\n image = Image.open('large_image.tif')<\/p>\n for tile in image.getdata():<\/p>\n # \u5bf9\u6bcf\u4e2a\u5757\u8fdb\u884c\u5904\u7406<\/p>\n pass<\/p>\n image.save('processed_large_image.tif', format='TIFF')<\/p>\n <\/code><\/pre>\n<\/p>\n \u89e3\u91ca\uff1a<\/strong><\/p>\n<\/p>\n \u9664\u4e86Pillow\u5e93\uff0c\u60a8\u8fd8\u53ef\u4ee5\u4f7f\u7528\u5176\u4ed6\u56fe\u50cf\u5904\u7406\u5e93\u6765\u4fdd\u5b58TIF\u56fe\u7247\uff0c\u4f8b\u5982OpenCV\u3001scikit-image\u7b49\u3002\u8fd9\u4e9b\u5e93\u63d0\u4f9b\u4e86\u4e0d\u540c\u7684\u529f\u80fd\u548c\u6027\u80fd\u4f18\u5316\uff0c\u53ef\u80fd\u66f4\u9002\u5408\u67d0\u4e9b\u7279\u5b9a\u7684\u5e94\u7528\u573a\u666f\u3002<\/p>\n<\/p>\n OpenCV\u662f\u4e00\u4e2a\u5f3a\u5927\u7684\u8ba1\u7b97\u673a\u89c6\u89c9\u5e93\uff0c\u652f\u6301\u591a\u79cd\u56fe\u50cf\u683c\u5f0f\u3002\u867d\u7136OpenCV\u4e3b\u8981\u7528\u4e8e\u56fe\u50cf\u5904\u7406\uff0c\u4f46\u4e5f\u53ef\u4ee5\u7528\u4e8e\u4fdd\u5b58TIF\u56fe\u7247\uff1a<\/p>\n<\/p>\n image = cv2.imread('example.jpg')<\/p>\n cv2.imwrite('output.tif', image)<\/p>\n <\/code><\/pre>\n<\/p>\n \u89e3\u91ca\uff1a<\/strong><\/p>\n<\/p>\n scikit-image\u662f\u4e00\u4e2a\u7528\u4e8e\u56fe\u50cf\u5904\u7406\u7684Python\u5e93\uff0c\u63d0\u4f9b\u4e86\u65b9\u4fbf\u7684\u56fe\u50cf\u64cd\u4f5c\u529f\u80fd\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u793a\u4f8b\uff1a<\/p>\n<\/p>\n image = io.imread('example.jpg')<\/p>\n io.imsave('output.tif', image)<\/p>\n <\/code><\/pre>\n<\/p>\n \u89e3\u91ca\uff1a<\/strong><\/p>\n<\/p>\n \u4fdd\u5b58TIF\u56fe\u7247\u5728Python\u4e2d\u76f8\u5bf9\u7b80\u5355\uff0c\u53ea\u9700\u4f7f\u7528\u5408\u9002\u7684\u5e93\u548c\u65b9\u6cd5\u5373\u53ef\u5b9e\u73b0\u3002Pillow\u5e93\u662f\u6700\u5e38\u7528\u7684\u9009\u62e9\uff0c\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u56fe\u50cf\u5904\u7406\u529f\u80fd\u548c\u683c\u5f0f\u652f\u6301\u3002\u901a\u8fc7\u4e86\u89e3\u5982\u4f55\u4f7f\u7528\u8fd9\u4e9b\u5de5\u5177\uff0c\u60a8\u53ef\u4ee5\u66f4\u9ad8\u6548\u5730\u5904\u7406\u548c\u4fdd\u5b58TIF\u56fe\u7247\u3002\u5728\u9009\u62e9\u5e93\u65f6\uff0c\u60a8\u53ef\u4ee5\u6839\u636e\u9879\u76ee\u7684\u9700\u6c42\u548c\u6027\u80fd\u8981\u6c42\u505a\u51fa\u5408\u9002\u7684\u9009\u62e9\u3002<\/p>\n<\/p>\n \u5982\u4f55\u5728Python\u4e2d\u8bfb\u53d6tif\u56fe\u7247\uff1f<\/strong> \u53ef\u4ee5\u4f7f\u7528\u54ea\u4e9b\u5e93\u6765\u4fdd\u5b58tif\u683c\u5f0f\u7684\u56fe\u7247\uff1f<\/strong> \u4fdd\u5b58tif\u56fe\u7247\u65f6\u6709\u4ec0\u4e48\u9009\u9879\u53ef\u4ee5\u8bbe\u7f6e\uff1f<\/strong> \u5982\u4f55\u5904\u7406\u591a\u9875tif\u56fe\u7247\u7684\u4fdd\u5b58\uff1f<\/strong>\u4e00\u3001\u5b89\u88c5Pillow\u5e93<\/h3>\n<\/p>\n
pip install pillow<\/p>\n\u4e8c\u3001\u4f7f\u7528Pillow\u4fdd\u5b58TIF\u56fe\u7247<\/h3>\n<\/p>\n
from PIL import Image<\/p>\n\u6253\u5f00\u4e00\u4e2a\u56fe\u50cf\u6587\u4ef6<\/strong><\/h2>\n
\u4fdd\u5b58\u4e3aTIF\u683c\u5f0f<\/strong><\/h2>\n
\n
Image.open()<\/code>\u65b9\u6cd5\u6253\u5f00\u4e00\u4e2a\u73b0\u6709\u7684\u56fe\u50cf\u6587\u4ef6\u3002<\/li>\nImage.save()<\/code>\u65b9\u6cd5\u5c06\u56fe\u50cf\u4fdd\u5b58\u4e3aTIF\u683c\u5f0f\uff0c\u6307\u5b9a\u683c\u5f0f\u53c2\u6570\u4e3a'TIFF'\u3002<\/li>\n<\/ul>\n\u4e09\u3001\u4fdd\u5b58\u591a\u9875TIF\u56fe\u7247<\/h3>\n<\/p>\n
from PIL import Image<\/p>\n\u521b\u5efa\u591a\u4e2a\u56fe\u50cf\u5bf9\u8c61<\/strong><\/h2>\n
\u4fdd\u5b58\u4e3a\u591a\u9875TIF\u683c\u5f0f<\/strong><\/h2>\n
\n
save_all=True<\/code>\u53c2\u6570\u544a\u8bc9Pillow\u5e93\u4fdd\u5b58\u6240\u6709\u56fe\u50cf\u3002<\/li>\nappend_images<\/code>\u53c2\u6570\u5c06\u5176\u4ed6\u56fe\u50cf\u9644\u52a0\u5230\u7b2c\u4e00\u4e2a\u56fe\u50cf\u540e\u9762\uff0c\u5f62\u6210\u591a\u9875TIF\u3002<\/li>\n<\/ul>\n\u56db\u3001\u8c03\u6574TIF\u56fe\u50cf\u7684\u8d28\u91cf\u548c\u538b\u7f29<\/h3>\n<\/p>\n
from PIL import Image<\/p>\n\u6253\u5f00\u4e00\u4e2a\u56fe\u50cf\u6587\u4ef6<\/strong><\/h2>\n
\u4fdd\u5b58\u4e3aTIF\u683c\u5f0f\uff0c\u4f7f\u7528LZW\u538b\u7f29<\/strong><\/h2>\n
\n
compression<\/code>\u53c2\u6570\uff0c\u60a8\u53ef\u4ee5\u6307\u5b9a\u6240\u9700\u7684\u538b\u7f29\u7b97\u6cd5\u3002<\/li>\n\u4e94\u3001\u5904\u7406\u5927\u5c3a\u5bf8TIF\u56fe\u7247<\/h3>\n<\/p>\n
from PIL import Image<\/p>\n\u6253\u5f00\u4e00\u4e2a\u5927\u56fe\u50cf\u6587\u4ef6<\/strong><\/h2>\n
\u5904\u7406\u56fe\u50cf\u7684\u6bcf\u4e2a\u5757<\/strong><\/h2>\n
\u4fdd\u5b58\u5904\u7406\u540e\u7684\u56fe\u50cf<\/strong><\/h2>\n
\n
getdata()<\/code>\u65b9\u6cd5\u53ef\u4ee5\u83b7\u53d6\u56fe\u50cf\u7684\u6bcf\u4e2a\u5757\u3002<\/li>\n\u516d\u3001\u4f7f\u7528\u5176\u4ed6\u5e93\u4fdd\u5b58TIF\u56fe\u7247<\/h3>\n<\/p>\n
\u4f7f\u7528OpenCV\u4fdd\u5b58TIF\u56fe\u7247<\/h4>\n<\/p>\n
import cv2<\/p>\n\u8bfb\u53d6\u56fe\u50cf<\/strong><\/h2>\n
\u4fdd\u5b58\u4e3aTIF\u683c\u5f0f<\/strong><\/h2>\n
\n
cv2.imread()<\/code>\u65b9\u6cd5\u8bfb\u53d6\u56fe\u50cf\u6587\u4ef6\u3002<\/li>\ncv2.imwrite()<\/code>\u65b9\u6cd5\u5c06\u56fe\u50cf\u4fdd\u5b58\u4e3aTIF\u683c\u5f0f\u3002<\/li>\n<\/ul>\n\u4f7f\u7528scikit-image\u4fdd\u5b58TIF\u56fe\u7247<\/h4>\n<\/p>\n
from skimage import io<\/p>\n\u8bfb\u53d6\u56fe\u50cf<\/strong><\/h2>\n
\u4fdd\u5b58\u4e3aTIF\u683c\u5f0f<\/strong><\/h2>\n
\n
io.imread()<\/code>\u65b9\u6cd5\u8bfb\u53d6\u56fe\u50cf\u6587\u4ef6\u3002<\/li>\nio.imsave()<\/code>\u65b9\u6cd5\u5c06\u56fe\u50cf\u4fdd\u5b58\u4e3aTIF\u683c\u5f0f\u3002<\/li>\n<\/ul>\n\u4e03\u3001\u603b\u7ed3<\/h3>\n<\/p>\n
\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n
\u5728Python\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528\u591a\u4e2a\u5e93\u6765\u8bfb\u53d6tif\u683c\u5f0f\u7684\u56fe\u7247\u3002\u5e38\u7528\u7684\u5e93\u5305\u62ecPIL\uff08Pillow\uff09\u3001OpenCV\u548ctifffile\u3002\u4f7f\u7528Pillow\u65f6\uff0c\u53ef\u4ee5\u901a\u8fc7Image.open('filename.tif')<\/code>\u6765\u6253\u5f00tif\u6587\u4ef6\uff0c\u800c\u4f7f\u7528OpenCV\u5219\u53ef\u4ee5\u901a\u8fc7cv2.imread('filename.tif')<\/code>\u6765\u8bfb\u53d6\u56fe\u50cf\u3002<\/p>\n
\u5728Python\u4e2d\uff0c\u4fdd\u5b58tif\u56fe\u7247\u7684\u5e38\u7528\u5e93\u6709Pillow\u3001OpenCV\u548ctifffile\u3002Pillow\u5e93\u63d0\u4f9b\u4e86\u7b80\u5355\u7684Image.save('filename.tif')<\/code>\u65b9\u6cd5\uff0c\u800cOpenCV\u5219\u53ef\u4ee5\u4f7f\u7528cv2.imwrite('filename.tif', image)<\/code>\u6765\u4fdd\u5b58\u56fe\u50cf\u3002\u6b64\u5916\uff0ctifffile\u5e93\u4e13\u95e8\u7528\u4e8e\u5904\u7406TIFF\u6587\u4ef6\uff0c\u4e5f\u53ef\u4ee5\u901a\u8fc7tifffile.imwrite('filename.tif', image)<\/code>\u6765\u4fdd\u5b58\u3002<\/p>\n
\u5728\u4fdd\u5b58tif\u56fe\u7247\u65f6\uff0c\u60a8\u53ef\u4ee5\u8bbe\u7f6e\u591a\u4e2a\u9009\u9879\uff0c\u4f8b\u5982\u538b\u7f29\u7c7b\u578b\u3001\u4f4d\u6df1\u5ea6\u548c\u989c\u8272\u6a21\u5f0f\u7b49\u3002\u4f7f\u7528Pillow\u65f6\uff0c\u53ef\u4ee5\u5728save<\/code>\u65b9\u6cd5\u4e2d\u901a\u8fc7\u53c2\u6570\u6765\u6307\u5b9a\u538b\u7f29\u7c7b\u578b\uff0c\u5982Image.save('filename.tif', compression='tiff_lzw')<\/code>\u3002tifffile\u5e93\u5219\u5141\u8bb8\u7528\u6237\u66f4\u591a\u81ea\u5b9a\u4e49\u9009\u9879\uff0c\u4f8b\u5982\u6307\u5b9a\u56fe\u50cf\u7684\u5143\u6570\u636e\u548c\u5176\u4ed6\u76f8\u5173\u53c2\u6570\u3002<\/p>\n
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