Add test for LineProfiler tool

This commit is contained in:
blink1073
2014-02-02 22:22:04 -06:00
parent 2893fbae0e
commit 07f64b443a
+43
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import skimage.data as data
from skimage.viewer import ImageViewer
from numpy.testing import assert_equal, assert_allclose
def setup_line_profile(image):
from skimage.viewer.plugins.lineprofile import LineProfile
viewer = ImageViewer(image)
plugin = LineProfile()
viewer += plugin
return plugin
def test_line_profile():
""" Test a line profile using an ndim=2 image"""
plugin = setup_line_profile(data.camera())
line_image, scan_data = plugin.output()
for inp in [line_image.nonzero()[0].size,
line_image.sum() / line_image.max(),
scan_data.size]:
assert_equal(inp, 172)
assert_equal(line_image.shape, (512, 512))
assert_equal(scan_data.max(), 234.0)
assert_allclose(scan_data.mean(), 71.726744186046517)
def test_line_profile_rgb():
""" Test a line profile using an ndim=3 image"""
plugin = setup_line_profile(data.chelsea())
for i in range(6):
plugin.line_tool._thicken_scan_line()
line_image, scan_data = plugin.output()
assert_equal(line_image[line_image == 128].size, 906)
assert_equal(line_image[line_image == 255].size, 151)
assert_equal(line_image.shape, (300, 451))
assert_equal(scan_data.shape, (151, 3))
assert_allclose(scan_data.max(), 196.85714285714286)
assert_allclose(scan_data.mean(), 111.17029328287606)
if __name__ == "__main__":
from numpy.testing import run_module_suite
run_module_suite()