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10 changes: 6 additions & 4 deletions itk_napari_conversion.py
Original file line number Diff line number Diff line change
Expand Up @@ -20,13 +20,12 @@ def image_layer_from_image(image):
metadata = dict(image)
scale = image["spacing"]
translate = image["origin"]
# Todo: convert the rotation matrix to angles, in degrees
# rotate = image['direction']
# https://github.com/InsightSoftwareConsortium/itk-napari-conversion/issues/7
rotate = np.transpose(image['direction'])

data = itk.array_view_from_image(image)
image_layer = napari.layers.Image(
data, rgb=rgb, metadata=metadata, scale=scale, translate=translate
data, rgb=rgb, metadata=metadata,
scale=scale, translate=translate, rotate=rotate,
)
return image_layer

Expand All @@ -52,4 +51,7 @@ def image_from_image_layer(image_layer):
if image_layer.translate is not None:
image["origin"] = image_layer.translate.astype(np.float64)

if image_layer.rotate is not None:
image["direction"] = np.ascontiguousarray(np.transpose(image_layer.rotate)).astype(np.float64)

return image
51 changes: 42 additions & 9 deletions tests.py
Original file line number Diff line number Diff line change
Expand Up @@ -50,16 +50,28 @@ def test_image_layer_from_image_translate():
assert np.allclose(np.array(origin)[::-1], image_layer.translate)


# https://github.com/InsightSoftwareConsortium/itk-napari-conversion/issues/7
# def test_image_layer_from_image_rotate():
# data = np.random.randint(256, size=(10, 10), dtype=np.uint8)
# image = itk.image_view_from_array(data)
# rotate = np.rot90(np.eye(2))
# image.SetDirection(rotate)
# image_layer = itk_napari_conversion.image_layer_from_image(image)
# assert np.array_equal(data, image_layer.data)
# assert np.allclose(rotation, image_layer.rotate)
def test_image_layer_from_image_rotate():
data = np.random.randint(256, size=(10, 10), dtype=np.uint8)
image = itk.image_view_from_array(data)

rotate = np.rot90(np.eye(2))
image.SetDirection(rotate)
image_layer = itk_napari_conversion.image_layer_from_image(image)
assert np.array_equal(data, image_layer.data)
assert np.allclose(rotate, image_layer.rotate * np.sign(image_layer.scale))

def check_angle(angle):
print('angle', angle)
angle = np.radians(angle)
rotate = np.array([[np.cos(angle), -np.sin(angle)], [np.sin(angle),
np.cos(angle)]], dtype=np.float64)
image.SetDirection(rotate)
image_layer = itk_napari_conversion.image_layer_from_image(image)
assert np.array_equal(data, image_layer.data)
assert np.allclose(rotate, image_layer.rotate)

for angle in [0, 30, 45, 60, 90, 120, 150, 180]:
check_angle(angle)

def test_image_from_image_layer():
data = np.random.randint(256, size=(10, 10), dtype=np.uint8)
Expand Down Expand Up @@ -100,3 +112,24 @@ def test_image_from_image_layer_translate():
image = itk_napari_conversion.image_from_image_layer(image_layer)
assert np.array_equal(data, itk.array_view_from_image(image))
assert np.allclose(translate, np.array(image["origin"]))

def test_image_from_image_layer_rotate():
data = np.random.randint(256, size=(10, 10), dtype=np.uint8)
rotate = np.rot90(np.eye(2))
image_layer = napari.layers.Image(data, rotate=rotate)
image = itk_napari_conversion.image_from_image_layer(image_layer)
assert np.array_equal(data, itk.array_view_from_image(image))
assert np.allclose(rotate, np.array(image["direction"]))

def check_angle(angle):
print('angle', angle)
angle = np.radians(angle)
rotate = np.array([[np.cos(angle), -np.sin(angle)], [np.sin(angle),
np.cos(angle)]], dtype=np.float64)
image_layer = napari.layers.Image(data, rotate=rotate)
image = itk_napari_conversion.image_from_image_layer(image_layer)
assert np.array_equal(data, itk.array_view_from_image(image))
assert np.allclose(rotate, np.transpose(np.array(image["direction"])))

for angle in [0, 30, 45, 60, 90, 120, 150, 180]:
check_angle(angle)