def main():
img = Img.load_image('../gletscher.jpg')
# 45 Grad
rotation_matrix = Img.get_2d_rotation_matrix(np.radians(45))
translation_vector = np.array([50, 600])
RestructuringMethod.affine_transform(img, rotation_matrix,
translation_vector)
def main():
img = Img.load_image('../gletscher.jpg')
# 45 Grad
rotation_matrix = Img.get_2d_rotation_matrix(np.radians(45))
translation_vector = np.array([50, 600])
RestructuringMethod.affine_transform(img,
rotation_matrix,
translation_vector)
def b1():
img = Img.load_image(image_path)
scale_matrix = Img.get_2d_rotation_matrix(np.radians(30))
translation_vector = np.array([0, 1])
img_bilinear = RestructuringMethod.affine_transform(img, scale_matrix, translation_vector,
RestructuringMethod.BilinearInterpolation)
img_nearest = RestructuringMethod.affine_transform(img, scale_matrix, translation_vector,
RestructuringMethod.NearestNeighbor)
imsave("../images/gletscher_b1_bilinear.jpg", img_bilinear)
imsave("../images/gletscher_b1_nearest.jpg", img_nearest)
def b1():
img = Img.load_image(image_path)
scale_matrix = Img.get_2d_rotation_matrix(np.radians(30))
translation_vector = np.array([0, 1])
img_bilinear = RestructuringMethod.affine_transform(
img, scale_matrix, translation_vector,
RestructuringMethod.BilinearInterpolation)
img_nearest = RestructuringMethod.affine_transform(
img, scale_matrix, translation_vector,
RestructuringMethod.NearestNeighbor)
imsave("../images/gletscher_b1_bilinear.jpg", img_bilinear)
imsave("../images/gletscher_b1_nearest.jpg", img_nearest)
def b3():
img = Img.load_image(image_path)
scale_matrix = Img.get_2d_scale_matrix(0.7).dot(Img.get_2d_x_y_scale_matrix(0.8, 1.2))
transform_matrix = Img.get_2d_rotation_matrix(np.radians(30)).dot(scale_matrix)
#scale_matrix = get_2d_x_scale_matrix()
translation_vector = np.array([0, 0])
img_bilinear = RestructuringMethod.affine_transform(img, transform_matrix, translation_vector,
RestructuringMethod.BilinearInterpolation)
img_nearest = RestructuringMethod.affine_transform(img, transform_matrix, translation_vector,
RestructuringMethod.NearestNeighbor)
imsave("../images/gletscher_b3_bilinear.jpg", img_bilinear)
imsave("../images/gletscher_b3_nearest.jpg", img_nearest)
def b1():
image = Img.load_image(image_path)
target_image_size_height = 900
target_image_size_witdh = 600
new_x_size = target_image_size_witdh * 3
new_y_size = target_image_size_height * 3
new_image = np.zeros((new_x_size, new_y_size, 3))
# links oben
pass_point_1_x = 344.0
pass_point_1_y = 334.0
target_point_1_x = 0.0
target_point_1_y = 0.0
# links unten
pass_point_2_x = 300.0
pass_point_2_y = 456.0
target_point_2_x = 0.0
target_point_2_y = target_image_size_height
pass_point_3_x = 694.0
pass_point_3_y = 432.0
#rechts unten
#pass_point_3_x = 690.0
#pass_point_3_y = 460.0
target_point_3_x = target_image_size_witdh
target_point_3_y = target_image_size_height
#recht oben
pass_point_4_x = 548.0
pass_point_4_y = 330.0
target_point_4_x = target_image_size_witdh
target_point_4_y = 0.0
translation_factor = 0
points = [
DistortionCorrectionPoint(344.0, 344.0, 0.0 + translation_factor,
0.0 + translation_factor), # links oben
DistortionCorrectionPoint(
300.0, 456.0, 0.0 + translation_factor,
target_image_size_height + translation_factor), # links unten
DistortionCorrectionPoint(
694.0, 432.0, target_image_size_witdh + translation_factor,
target_image_size_height + translation_factor),
DistortionCorrectionPoint(548.0, 330.0,
target_image_size_witdh + translation_factor,
0.0 + translation_factor)
] # rechts unten
new_image = DistortionCorrection.distortion_correction(
points, image, new_image)
imsave("../images/test.jpg", new_image)
def b5():
img = Img.load_image('../ambassadors.jpg')
scale = 0.5
scale_matrix = Img.get_2d_x_y_scale_matrix(9.0, 1.5)
transform_matrix = Img.get_2d_rotation_matrix(np.radians(30)).dot(scale_matrix)
transform_matrix = scale*transform_matrix*Img.get_scale_diagonal_matrix(0.4)*Img.get_scale_orthogonal_matrix(0.9)
translation_vector = np.array([-2000, 0])
img_bilinear = RestructuringMethod.affine_transform(img, transform_matrix, translation_vector,
RestructuringMethod.BilinearInterpolation)
img_nearest = RestructuringMethod.affine_transform(img, transform_matrix, translation_vector,
RestructuringMethod.NearestNeighbor)
imsave("../images/ambassadors_b5_bilinear.jpg", img_bilinear)
imsave("../images/ambassadors_b5_nearest.jpg", img_nearest)
def b3():
img = Img.load_image(image_path)
scale_matrix = Img.get_2d_scale_matrix(0.7).dot(
Img.get_2d_x_y_scale_matrix(0.8, 1.2))
transform_matrix = Img.get_2d_rotation_matrix(
np.radians(30)).dot(scale_matrix)
#scale_matrix = get_2d_x_scale_matrix()
translation_vector = np.array([0, 0])
img_bilinear = RestructuringMethod.affine_transform(
img, transform_matrix, translation_vector,
RestructuringMethod.BilinearInterpolation)
img_nearest = RestructuringMethod.affine_transform(
img, transform_matrix, translation_vector,
RestructuringMethod.NearestNeighbor)
imsave("../images/gletscher_b3_bilinear.jpg", img_bilinear)
imsave("../images/gletscher_b3_nearest.jpg", img_nearest)
def b4():
img = Img.load_image(image_path)
scale = 0.7
#scale_matrix = Img.get_2d_x_y_scale_matrix(0.8, 1.2)
scale_matrix = Img.get_2d_x_y_scale_matrix(0.8, 1.2)
transform_matrix = Img.get_2d_rotation_matrix(np.radians(30)).dot(scale_matrix)
transform_matrix = scale*transform_matrix * Img.get_scale_diagonal_matrix(1.5) * Img.get_scale_orthogonal_matrix(0.5)
translation_vector = np.array([0, 0])
img_bilinear = RestructuringMethod.affine_transform(img, transform_matrix, translation_vector,
RestructuringMethod.BilinearInterpolation)
img_nearest = RestructuringMethod.affine_transform(img, transform_matrix, translation_vector,
RestructuringMethod.NearestNeighbor)
imsave("../images/gletscher_b4_bilinear.jpg", img_bilinear)
imsave("../images/gletscher_b4_nearest.jpg", img_nearest)
def b5():
img = Img.load_image('../ambassadors.jpg')
scale = 0.5
scale_matrix = Img.get_2d_x_y_scale_matrix(9.0, 1.5)
transform_matrix = Img.get_2d_rotation_matrix(
np.radians(30)).dot(scale_matrix)
transform_matrix = scale * transform_matrix * Img.get_scale_diagonal_matrix(
0.4) * Img.get_scale_orthogonal_matrix(0.9)
translation_vector = np.array([-2000, 0])
img_bilinear = RestructuringMethod.affine_transform(
img, transform_matrix, translation_vector,
RestructuringMethod.BilinearInterpolation)
img_nearest = RestructuringMethod.affine_transform(
img, transform_matrix, translation_vector,
RestructuringMethod.NearestNeighbor)
imsave("../images/ambassadors_b5_bilinear.jpg", img_bilinear)
imsave("../images/ambassadors_b5_nearest.jpg", img_nearest)
def b4():
img = Img.load_image(image_path)
scale = 0.7
#scale_matrix = Img.get_2d_x_y_scale_matrix(0.8, 1.2)
scale_matrix = Img.get_2d_x_y_scale_matrix(0.8, 1.2)
transform_matrix = Img.get_2d_rotation_matrix(
np.radians(30)).dot(scale_matrix)
transform_matrix = scale * transform_matrix * Img.get_scale_diagonal_matrix(
1.5) * Img.get_scale_orthogonal_matrix(0.5)
translation_vector = np.array([0, 0])
img_bilinear = RestructuringMethod.affine_transform(
img, transform_matrix, translation_vector,
RestructuringMethod.BilinearInterpolation)
img_nearest = RestructuringMethod.affine_transform(
img, transform_matrix, translation_vector,
RestructuringMethod.NearestNeighbor)
imsave("../images/gletscher_b4_bilinear.jpg", img_bilinear)
imsave("../images/gletscher_b4_nearest.jpg", img_nearest)
def b1():
image = Img.load_image(image_path)
target_image_size_height = 900
target_image_size_witdh = 600
new_x_size = target_image_size_witdh*3
new_y_size = target_image_size_height*3
new_image = np.zeros((new_x_size, new_y_size, 3))
# links oben
pass_point_1_x = 344.0
pass_point_1_y = 334.0
target_point_1_x = 0.0
target_point_1_y = 0.0
# links unten
pass_point_2_x = 300.0
pass_point_2_y = 456.0
target_point_2_x = 0.0
target_point_2_y = target_image_size_height
pass_point_3_x = 694.0
pass_point_3_y = 432.0
#rechts unten
#pass_point_3_x = 690.0
#pass_point_3_y = 460.0
target_point_3_x = target_image_size_witdh
target_point_3_y = target_image_size_height
#recht oben
pass_point_4_x = 548.0
pass_point_4_y = 330.0
target_point_4_x = target_image_size_witdh
target_point_4_y = 0.0
translation_factor = 0
points = [DistortionCorrectionPoint(344.0, 344.0, 0.0+translation_factor, 0.0+translation_factor), # links oben
DistortionCorrectionPoint(300.0, 456.0, 0.0+translation_factor, target_image_size_height+translation_factor), # links unten
DistortionCorrectionPoint(694.0, 432.0, target_image_size_witdh+translation_factor, target_image_size_height+translation_factor),
DistortionCorrectionPoint(548.0, 330.0, target_image_size_witdh+translation_factor, 0.0+translation_factor)] # rechts unten
new_image = DistortionCorrection.distortion_correction(points, image, new_image)
imsave("../images/test.jpg", new_image)
def zwei_bilder_stiching():
links = Img.load_image('../gGebaeude/links.jpg')
mitte_links = Img.load_image('../gGebaeude/mitteLinks.jpg')
mitte_rechts = Img.load_image('../gGebaeude/mitteRechts.jpg')
rechts = Img.load_image('../gGebaeude/rechts.jpg')
points_links = [DistortionCorrectionPoint(1215.0, 919.0, 0.0, 0.0), # links oben
DistortionCorrectionPoint(1001.0, 3066.0, 0.0, 650), # links unten
DistortionCorrectionPoint(4439.0, 461.0, 1125, 0), # rechts oben
DistortionCorrectionPoint(4392.0, 3321.0, 1125, 650)] # rechts unten
points_mitte_links = [DistortionCorrectionPoint(549.0, 496.0, 0.0, 0.0), # links oben
DistortionCorrectionPoint(366.0, 3230.0, 0.0, 650), # links unten
DistortionCorrectionPoint(4175.0, 461.0, 1011, 0.0), # rechts oben
DistortionCorrectionPoint(4261.0, 3249.0, 1011, 650)] # rechts unten
# Verschiebe Bild zum nächsten Passpunkt
DistortionCorrectionPoint.set_move_to_right_in_array(points_mitte_links, 992)
points_mitte_rechts = [DistortionCorrectionPoint(505.0, 395.0, 0.0, 0.0), # links oben
DistortionCorrectionPoint(489.0, 3181.0, 0.0, 650), # links unten
DistortionCorrectionPoint(4058.0, 493.0, 990, 0), # rechts oben
DistortionCorrectionPoint(4250.0, 3027.0, 990, 650)] # rechts unten
DistortionCorrectionPoint.set_move_to_right_in_array(points_mitte_rechts, 992+1011)
points_rechts = [DistortionCorrectionPoint(763.0, 771.0, 0.0, 0.0), # links oben
DistortionCorrectionPoint(817.0, 3164.0, 0.0, 650), # links unten
DistortionCorrectionPoint(3272.0, 1191.0, 1169, 0), # rechts oben
DistortionCorrectionPoint(3417.0, 3019.0, 1169, 650)] # rechts unten
DistortionCorrectionPoint.set_move_to_right_in_array(points_rechts, 992 + 1011 + 990)
stichting_images = [ ImageAndPasspoints(links,points_links),
ImageAndPasspoints(mitte_links, points_mitte_links),
ImageAndPasspoints(mitte_rechts, points_mitte_rechts),
ImageAndPasspoints(rechts, points_rechts)]
mode = StitchMode.MODE_MULTIBAND_BLENDING
stitched_image = Img.sticht_images_vignete(stichting_images, mode)
imsave('../gGebaeude/stitched_image_{}.jpg'.format(mode), stitched_image)
mode = StitchMode.MODE_SUM
stitched_image = Img.sticht_images_vignete(stichting_images, mode)
imsave('../gGebaeude/stitched_image_{}.jpg'.format(mode), stitched_image)
mode = StitchMode.MODE_STRONGEST
stitched_image = Img.sticht_images_vignete(stichting_images, mode)
imsave('../gGebaeude/stitched_image_{}.jpg'.format(mode), stitched_image)