Add example script for image pyramids

This commit is contained in:
Johannes Schönberger
2012-09-07 19:07:58 +02:00
parent f078854197
commit e6675dcda6
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"""
====================
Build image pyramids
====================
This example shows how to build image pyramids.
"""
import numpy as np
import matplotlib.pyplot as plt
from skimage import data
from skimage import img_as_float
from skimage.transform import build_gaussian_pyramid
image = data.lena()
rows, cols, dim = image.shape
pyramid = tuple(build_gaussian_pyramid(image, downscale=2))
display = np.zeros((rows, cols + cols / 2, 3), dtype=np.double)
display[:rows, :cols, :] = pyramid[0]
i_row = 0
for p in pyramid[1:]:
n_rows, n_cols = p.shape[:2]
display[i_row:i_row + n_rows, cols:cols + n_cols] = p
i_row += n_rows
plt.imshow(display)
plt.show()