Scipy Matplotlib Skimage 图像处理

• numpy
• scipy.ndimage
  • Scipy.ndimage
  • Scipy-Numpy
• skimage
  • skimage-doc
  • skimage-tutorial
• matplotlib

任务

• Input/Output, displaying images
• Basic manipulations: cropping, flipping, rotating, …
• Image filtering: denoising, sharpening
• Image segmentation: labeling pixels corresponding to different objects
• Classification
• Feature extraction
• Registration
• …

图像读写

import matplotlib.pyplot as plt
from scipy import misc
import imageio  # Image module(PIL)

f = misc.face()
imageio.imsave("face.png", f)
plt.imshow()
plt.show()

图像去噪

特征提取