SOL4Py Sample: ImageMorphing
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#******************************************************************************
#
# Copyright (c) 2018-2019 Antillia.com TOSHIYUKI ARAI. ALL RIGHTS RESERVED.
#
# This program is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
#
# This program is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License
# along with this program. If not, see <http://www.gnu.org/licenses/>.
#
#******************************************************************************
# ImageMorphing.py
# encodig: utf-8
import sys
import os
import cv2
import traceback
from PyQt5.QtCore import *
from PyQt5.QtWidgets import *
from PyQt5.QtGui import *
#
sys.path.append('../')
from SOL4Py.ZApplicationView import *
from SOL4Py.ZLabeledComboBox import ZLabeledComboBox
from SOL4Py.ZLabeledSlider import ZLabeledSlider
from SOL4Py.opencv.ZOpenCVImageView import ZOpenCVImageView
from SOL4Py.ZVerticalPane import ZVerticalPane
class MainView(ZApplicationView):
# Inner classes
#--------------------------------------------
class SourceImageView(ZOpenCVImageView):
def __init__(self, parent):
ZOpenCVImageView.__init__(self, parent)
def load(self, filename):
self.load_opencv_image(filename)
self.update()
class TransformedImageView(ZOpenCVImageView):
def __init__(self, parent):
ZOpenCVImageView.__init__(self, parent)
def load(self, filename):
self.load_opencv_image(filename)
def transform(self, shape_id, type_id, ksize):
src_image = self.get_opencv_image()
element = cv2.getStructuringElement(shape_id,
(ksize, ksize), ( -1, -1) )
transformed_image = cv2.morphologyEx(src_image, type_id, element);
if transformed_image.all() != None:
self.set_opencv_image(transformed_image)
self.update()
#--------------------------------------------
# MainView Constructor
def __init__(self, title, x, y, width, height):
super(MainView, self).__init__(title, x, y, width, height)
filename = "../images/HelloWorld.png"
# 1 Create first imageview.
self.source_image_view = self.SourceImageView(self)
# 2 Create second imageview.
self.transformed_image_view = self.TransformedImageView(self)
# 3 Load the file
self.load_file(filename)
# 4 Add two image views to a main_layout of this main view.
self.add(self.source_image_view)
self.add(self.transformed_image_view)
self.show()
def add_control_pane(self, fixed_width=220):
# Control pane widget
self.vpane = ZVerticalPane(self, fixed_width)
self.ksize = 3
self.shape_id = 2;
self.type_id = 3
self.shapes = { "MORPH_RECT": 0, "MORPH_CROSS": 1, "MORPH_ELLIPSE":2}
self.shape = ZLabeledComboBox(self.vpane, "MorphShape")
self.shape.add_items(list(self.shapes.keys() ))
self.shape.add_activated_callback(self.shape_activated)
self.shape.set_current_text(self.shape_id)
self.types = { "MORPH_OPEN": 0, "MORPH_CLOSE": 1, "MORPH_GRADIENT": 2,
"MORPH_TOPHAT": 3, "MORPH_BLACKHAT": 4 }
self.type = ZLabeledComboBox(self.vpane, "MorphType")
self.type.add_items(list(self.types.keys() ))
self.type.add_activated_callback(self.type_activated)
self.type.set_current_text(self.type_id)
self.ksize_slider = ZLabeledSlider(self.vpane, "KernelSize", take_odd =True,
minimum=1, maximum=33, value=self.ksize, fixed_width=200)
self.ksize_slider.add_value_changed_callback(self.ksize_value_changed)
self.vpane.add(self.shape)
self.vpane.add(self.type)
self.vpane.add(self.ksize_slider)
self.set_right_dock(self.vpane)
def file_open(self):
options = QFileDialog.Options()
filename, _ = QFileDialog.getOpenFileName(self,"FileOpenDialog", "",
"All Files (*);;Image Files (*.png;*jpg;*.jpeg)", options=options)
if filename:
self.load_file(filename)
def load_file(self, filename):
self.source_image_view.load(filename)
self.transformed_image_view.load(filename)
self.transformed_image_view.transform(self.shape_id, self.type_id, self.ksize)
self.set_filenamed_title(filename)
def shape_activated(self, text):
self.shape_id = self.shapes[text]
print("shape_activated:{} {}".format(text, self.shape_id))
self.transformed_image_view.transform(self.shape_id, self.type_id, self.ksize)
def type_activated(self, text):
self.type_id = self.types[text]
print("type_activated:{} {}".format(text, self.type_id))
self.transformed_image_view.transform(self.shape_id, self.type_id, self.ksize)
def ksize_value_changed(self, value):
self.ksize = int(value)
if self.ksize % 2 == 0:
self.ksize = int((self.ksize * 2)/2 + 1)
# Block size should be odd.
#print("ksize_value_changed:{}".format(ksize))
self.transformed_image_view.transform(self.shape_id, self.type_id, self.ksize)
#*************************************************
#
if main(__name__):
try:
app_name = os.path.basename(sys.argv[0])
applet = QApplication(sys.argv)
main_view = MainView(app_name, 40, 40, 900, 380)
main_view.show ()
applet.exec_()
except:
traceback.print_exc()
Last modified: 22 Mar. 2019