Minor refactoring

This commit is contained in:
Ankit Agrawal
2013-07-04 17:24:14 +08:00
parent 8372b0b6aa
commit b5804214b0
+15 -22
View File
@@ -4,43 +4,36 @@ import numpy as np
def downsample(image, factors, method='sum'):
is0 = image.shape[0]
is1 = image.shape[1]
f0 = factors[0]
f1 = factors[1]
is = image.shape
f = factors
if (f0 - int(f0) != 0) or (f1 - int(f1) != 0):
print "Use resample() for non-integer downsampling"
return
cropped = image[:is0 - (is0 % f0), :is1 - (is1 % f1)]
out = np.zeros((cropped.shape[0] / f0, cropped.shape[1] / f1))
if (f[0] - int(f[0]) != 0) or (f[1] - int(f[1]) != 0):
raise ValueError('Use resample() for non-integer downsampling')
cropped = image[:is[0] - (is[0] % f[0]), :is[1] - (is[1] % f[1])]
out = np.zeros((cropped.shape[0] / f[0], cropped.shape[1] / f[1]))
for i in range(cropped.shape[0]):
for j in range(cropped.shape[1]):
out[int(i / f0)][int(j / f1)] += cropped[i][j]
out[int(i / f[0])][int(j / f[1])] += cropped[i][j]
if method == 'sum':
return out
else:
return out / float(f0 * f1)
return out / float(f[0] * f[1])
def upsample(image, factors, method='divide'):
is0 = image.shape[0]
is1 = image.shape[1]
f0 = factors[0]
f1 = factors[1]
if (f0 - int(f0) != 0) or (f1 - int(f1) != 0):
print "Use resample() for non-integer upsampling"
return
out = np.zeros((f0 * image.shape[0], f1 * image.shape[1]))
is = image.shape
f = factors
if (f[0] - int(f[0]) != 0) or (f[1] - int(f[1]) != 0):
raise ValueError('Use resample() for non-integer upsampling')
out = np.zeros((f[0] * image.shape[0], f[1] * image.shape[1]))
for i in range(out.shape[0]):
for j in range(out.shape[1]):
out[i][j] = (image[i / f0][j / f1])
out[i][j] = (image[i / f[0]][j / f[1]])
if method == 'divide':
return out / float(f0 * f1)
return out / float(f[0] * f[1])
else:
return out