Add Java and Python code for morphology tutorials.

This commit is contained in:
catree
2018-05-16 14:05:39 +02:00
parent 3104d2f738
commit 7e3490959a
21 changed files with 517 additions and 55 deletions
@@ -0,0 +1,63 @@
from __future__ import print_function
import cv2 as cv
import numpy as np
import argparse
erosion_size = 0
max_elem = 2
max_kernel_size = 21
title_trackbar_element_type = 'Element:\n 0: Rect \n 1: Cross \n 2: Ellipse'
title_trackbar_kernel_size = 'Kernel size:\n 2n +1'
title_erosion_window = 'Erosion Demo'
title_dilatation_window = 'Dilation Demo'
def erosion(val):
erosion_size = cv.getTrackbarPos(title_trackbar_kernel_size, title_erosion_window)
erosion_type = 0
val_type = cv.getTrackbarPos(title_trackbar_element_type, title_erosion_window)
if val_type == 0:
erosion_type = cv.MORPH_RECT
elif val_type == 1:
erosion_type = cv.MORPH_CROSS
elif val_type == 2:
erosion_type = cv.MORPH_ELLIPSE
element = cv.getStructuringElement(erosion_type, (2*erosion_size + 1, 2*erosion_size+1), (erosion_size, erosion_size))
erosion_dst = cv.erode(src, element)
cv.imshow(title_erosion_window, erosion_dst)
def dilatation(val):
dilatation_size = cv.getTrackbarPos(title_trackbar_kernel_size, title_dilatation_window)
dilatation_type = 0
val_type = cv.getTrackbarPos(title_trackbar_element_type, title_dilatation_window)
if val_type == 0:
dilatation_type = cv.MORPH_RECT
elif val_type == 1:
dilatation_type = cv.MORPH_CROSS
elif val_type == 2:
dilatation_type = cv.MORPH_ELLIPSE
element = cv.getStructuringElement(dilatation_type, (2*dilatation_size + 1, 2*dilatation_size+1), (dilatation_size, dilatation_size))
dilatation_dst = cv.dilate(src, element)
cv.imshow(title_dilatation_window, dilatation_dst)
parser = argparse.ArgumentParser(description='Code for Eroding and Dilating tutorial.')
parser.add_argument('--input', help='Path to input image.', default='../data/LinuxLogo.jpg')
args = parser.parse_args()
src = cv.imread(args.input)
if src is None:
print('Could not open or find the image: ', args.input)
exit(0)
cv.namedWindow(title_erosion_window)
cv.createTrackbar(title_trackbar_element_type, title_erosion_window , 0, max_elem, erosion)
cv.createTrackbar(title_trackbar_kernel_size, title_erosion_window , 0, max_kernel_size, erosion)
cv.namedWindow(title_dilatation_window)
cv.createTrackbar(title_trackbar_element_type, title_dilatation_window , 0, max_elem, dilatation)
cv.createTrackbar(title_trackbar_kernel_size, title_dilatation_window , 0, max_kernel_size, dilatation)
erosion(0)
dilatation(0)
cv.waitKey()
@@ -0,0 +1,48 @@
from __future__ import print_function
import cv2 as cv
import numpy as np
import argparse
morph_size = 0
max_operator = 4
max_elem = 2
max_kernel_size = 21
title_trackbar_operator_type = 'Operator:\n 0: Opening - 1: Closing \n 2: Gradient - 3: Top Hat \n 4: Black Hat'
title_trackbar_element_type = 'Element:\n 0: Rect - 1: Cross - 2: Ellipse'
title_trackbar_kernel_size = 'Kernel size:\n 2n + 1'
title_window = 'Morphology Transformations Demo'
morph_op_dic = {0: cv.MORPH_OPEN, 1: cv.MORPH_CLOSE, 2: cv.MORPH_GRADIENT, 3: cv.MORPH_TOPHAT, 4: cv.MORPH_BLACKHAT}
def morphology_operations(val):
morph_operator = cv.getTrackbarPos(title_trackbar_operator_type, title_window)
morph_size = cv.getTrackbarPos(title_trackbar_kernel_size, title_window)
morph_elem = 0
val_type = cv.getTrackbarPos(title_trackbar_element_type, title_window)
if val_type == 0:
morph_elem = cv.MORPH_RECT
elif val_type == 1:
morph_elem = cv.MORPH_CROSS
elif val_type == 2:
morph_elem = cv.MORPH_ELLIPSE
element = cv.getStructuringElement(morph_elem, (2*morph_size + 1, 2*morph_size+1), (morph_size, morph_size))
operation = morph_op_dic[morph_operator]
dst = cv.morphologyEx(src, operation, element)
cv.imshow(title_window, dst)
parser = argparse.ArgumentParser(description='Code for More Morphology Transformations tutorial.')
parser.add_argument('--input', help='Path to input image.', default='../data/LinuxLogo.jpg')
args = parser.parse_args()
src = cv.imread(args.input)
if src is None:
print('Could not open or find the image: ', args.input)
exit(0)
cv.namedWindow(title_window)
cv.createTrackbar(title_trackbar_operator_type, title_window , 0, max_operator, morphology_operations)
cv.createTrackbar(title_trackbar_element_type, title_window , 0, max_elem, morphology_operations)
cv.createTrackbar(title_trackbar_kernel_size, title_window , 0, max_kernel_size, morphology_operations)
morphology_operations(0)
cv.waitKey()