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我正在尝试使用将数组保存为图像plt.imsave()。原始图像是 16 灰度 'L' tiff。但我不断收到错误：

Attribute error: 'str' object has no attribute 'shape'
    figsize = [x / float(dpi) for x in (arr.shape[1], arr.shape[0])]

import matplotlib.pyplot as plt
import matplotlib.image as mpimg
import numpy as np 
from PIL import Image

im2=plt.imread('C:\Documents\Image\pic.tif')
plt.imsave(im2, '*.tif')

图像为 2048x2048，阵列为 2048Lx2048L。我尝试过的一切都不起作用：shape=[2048,2048]，im2.shape(2048,2048)。谁能告诉我如何将形状添加为关键字参数？或者有没有更简单的方法来做到这一点，最好避免 PIL，因为它似乎有 16 位灰度 tiff 的问题，我绝对必须使用这种格式？

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1 回答 1

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我认为你的论点倒退了。来自help(plt.imsave)：

Help on function imsave in module matplotlib.pyplot:

imsave(*args, **kwargs)
    Saves a 2D :class:`numpy.array` as an image with one pixel per element.
    The output formats available depend on the backend being used.

    Arguments:
      *fname*:
        A string containing a path to a filename, or a Python file-like object.
        If *format* is *None* and *fname* is a string, the output
        format is deduced from the extension of the filename.
      *arr*:
        A 2D array.

IE：

>>> im2.shape
(256, 256)
>>> plt.imsave(im2, "pic.tif")
Traceback (most recent call last):
  File "<ipython-input-36-a7bbfaeb1a4c>", line 1, in <module>
    plt.imsave(im2, "pic.tif")
  File "/usr/lib/pymodules/python2.7/matplotlib/pyplot.py", line 1753, in imsave
    return _imsave(*args, **kwargs)
  File "/usr/lib/pymodules/python2.7/matplotlib/image.py", line 1230, in imsave
    figsize = [x / float(dpi) for x in arr.shape[::-1]]
AttributeError: 'str' object has no attribute 'shape'

>>> plt.imsave("pic.tif", im2)
>>>
于 2013-01-26T05:13:29.617 回答