Merge branch 'filter-jiangruoyu'
This commit is contained in:
copper
commit
1762e760ef
4
ECD.py
4
ECD.py
@ -1,8 +1,8 @@
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import os
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import sys
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sys.path.insert(0, os.path.join(os.path.dirname(__file__), 'libs'))
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os.environ['PROJ_LIB'] = os.path.join(os.path.dirname(__file__), 'share/proj')
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os.environ['GDAL_DATA'] = os.path.join(os.path.dirname(__file__), 'share')
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# os.environ['PROJ_LIB'] = os.path.join(os.path.dirname(__file__), 'share/proj')
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# os.environ['GDAL_DATA'] = os.path.join(os.path.dirname(__file__), 'share')
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os.environ['ECD_BASEDIR'] = os.path.dirname(__file__)
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BASE_DIR = os.path.dirname(__file__)
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from rscder import MulStart
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@ -1 +1 @@
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vd4FiYncytyziGH9GNCAA8hGGr1/79Xmphtc5+PHPJDpxvqj1hP7+985QMojYO4M5Qn/aqEAvFgeDN3CA8x1YAK8SdCgSXSBJpRBK8wqPQjBY1ak96QfdPCrTLunr+xuPxK3Gxe772adTTsee2+ot7WePYUsC4y4NcS5+rlP1if87xtYqVeSwx3c64cOmAGP
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wd1l4X/jr1cgW76fh50mc7p7gK2TwB6Mmn5Pcgdo3xJFxcfLcDFFQP5t0OpPv9oLnDe2zLQtNmjLkdTI3dwx4iQnBkfBeYX6/2V2A3Y1fzOVR35NoDNIhsu7qH7XD76gpyI20cRA6K4EKvIUMFwaVRBJjT7j6uJn74X4MtcixBhTvHJKrLzTF2AXDcSDyEVz
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@ -3,4 +3,6 @@ from misc import Register
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FILTER = Register('滤波处理算法')
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from .mean_filter import MeanFilter
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from filter_collection.main import *
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from filter_collection.main import *
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from .morphology_filter import MorphologyFilter
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from .bilater_filter import BilaterFilter
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@ -1,4 +1,5 @@
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from misc import AlgFrontend
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from misc.utils import format_now
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from osgeo import gdal, gdal_array
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from skimage.filters import rank
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from skimage.morphology import rectangle
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@ -9,3 +10,105 @@ from rscder.utils.project import PairLayer, Project, RasterLayer, ResultPointLay
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import os
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from datetime import datetime
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@FILTER.register
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class BilaterFilter(AlgFrontend):
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@staticmethod
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def get_name():
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return '双边滤波'
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@staticmethod
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def get_icon():
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return None
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@staticmethod
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def get_widget(parent=None):
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widget = QtWidgets.QWidget(parent)
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filter_window_r = QtWidgets.QLineEdit(widget)
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filter_window_r.setText('6')
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filter_window_r.setValidator(QtGui.QIntValidator())
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filter_window_r.setObjectName('filter_window_r')
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sigma_color = QtWidgets.QLineEdit(widget)
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sigma_color.setValidator(QtGui.QIntValidator())
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sigma_color.setObjectName('sigma_color')
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sigma_color.setText('50')
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sigma_space = QtWidgets.QLineEdit(widget)
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sigma_space.setValidator(QtGui.QIntValidator())
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sigma_space.setObjectName('sigma_space')
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sigma_space.setText('50')
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filter_window_r_label = QtWidgets.QLabel(widget)
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filter_window_r_label.setText('滤波窗口直径:')
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sigma_space_label = QtWidgets.QLabel(widget)
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sigma_space_label.setText('空间域方差:')
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sigma_color_label = QtWidgets.QLabel(widget)
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sigma_color_label.setText('像素域方差:')
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hlayout1 = QtWidgets.QHBoxLayout()
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hlayout1.addWidget(filter_window_r_label)
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hlayout1.addWidget(filter_window_r)
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hlayout1.addWidget(sigma_space_label)
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hlayout1.addWidget(sigma_space)
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hlayout1.addWidget(sigma_color_label)
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hlayout1.addWidget(sigma_color)
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# hlayout1.addWidget(x_size_input)
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# hlayout1.addWidget(time_label)
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# hlayout1.addWidget(y_size_input)
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widget.setLayout(hlayout1)
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return widget
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@staticmethod
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def get_params(widget:QtWidgets.QWidget=None):
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if widget is None:
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return dict(w=6, sigma_color=50, sigma_space=50)
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def default(o, v=None):
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if o is None:
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return v
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else:
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return o.text()
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w = int(default(widget.findChild(QtWidgets.QLineEdit, 'filter_window_r'), 6))
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sigma_space = int(default(widget.findChild(QtWidgets.QLineEdit, 'sigma_space'), 50))
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sigma_color = int(default(widget.findChild(QtWidgets.QLineEdit, 'sigma_color'), 50))
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# y_input = widget.findChild(QtWidgets.QLineEdit, 'yinput')
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return dict(w=w, sigma_space=sigma_space, sigma_color=sigma_color)
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@staticmethod
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def run_alg(pth, w, sigma_space, sigma_color, *args, **kargs):
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# x_size = int(x_size)
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# y_size = int(y_size)
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# pth = layer.path
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if pth is None:
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return
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ds = gdal.Open(pth)
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band_count = ds.RasterCount
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name = os.path.splitext(os.path.basename(pth))[0]
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out_path = os.path.join(Project().other_path, '{}_bilater_filter_{}.tif'.format(name, format_now()))
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out_ds = gdal.GetDriverByName('GTiff').Create(out_path, ds.RasterXSize, ds.RasterYSize, band_count, ds.GetRasterBand(1).DataType)
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out_ds.SetProjection(ds.GetProjection())
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out_ds.SetGeoTransform(ds.GetGeoTransform())
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import cv2
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for i in range(band_count):
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band = ds.GetRasterBand(i+1)
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data = band.ReadAsArray()
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#进行双边滤波处理cv2.bilateralFilter(影像,滤波窗口直径（0-255）,像素域方差（0-255）,空间域方差（0-255）)
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data=cv2.bilateralFilter(data,w,sigma_space,sigma_color)
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out_band = out_ds.GetRasterBand(i+1)
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out_band.WriteArray(data)
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out_ds.FlushCache()
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del out_ds
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del ds
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return out_path
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@ -82,14 +82,28 @@ class MainPlugin(BasicPlugin):
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for key in FILTER.keys():
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alg:AlgFrontend = FILTER[key]
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name = alg.get_name() or key
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action = QAction(alg.get_icon(), name, self.mainwindow)
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action = QAction(name, self.mainwindow)
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func = functools.partial(self.run, key)
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action.triggered.connect(func)
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toolbar.addAction(action)
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ActionManager().filter_menu.addAction(action)
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self.alg_ok.connect(self.alg_oked)
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# def set_action(self):
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# self.action = QAction(IconInstance().VECTOR, '均值滤波', self.mainwindow)
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# self.action.triggered.connect(self.run)
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# ActionManager().filter_menu.addAction(self.action)
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# self.alg_ok.connect(self.alg_oked)
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# self.action = QAction('均值滤波', self.mainwindow)
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# # self.action.setCheckable)
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# # self.action.setChecked(False)
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# self.action.triggered.connect(self.run)
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# ActionManager().filter_menu.addAction(self.action)
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# self.alg_ok.connect(self.alg_oked)
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# basic
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def alg_oked(self, layer, outpath):
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rlayer = RasterLayer(path = outpath, enable= True, view_mode = layer.view_mode )
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95
plugins/filter_collection/morphology_filter.py
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95
plugins/filter_collection/morphology_filter.py
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@ -0,0 +1,95 @@
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from misc import AlgFrontend
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from osgeo import gdal, gdal_array
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from skimage.filters import rank
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from skimage.morphology import rectangle
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from filter_collection import FILTER
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from PyQt5.QtWidgets import QDialog, QAction
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from PyQt5 import QtCore, QtGui, QtWidgets
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from rscder.utils.project import PairLayer, Project, RasterLayer, ResultPointLayer
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import os
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from datetime import datetime
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@FILTER.register
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class MorphologyFilter(AlgFrontend):
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@staticmethod
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def get_name():
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return '形态学滤波'
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@staticmethod
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def get_icon():
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return None
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@staticmethod
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def get_widget(parent=None):
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widget = QtWidgets.QWidget(parent)
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x_size_input = QtWidgets.QLineEdit(widget)
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x_size_input.setText('3')
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x_size_input.setValidator(QtGui.QIntValidator())
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x_size_input.setObjectName('xinput')
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y_size_input = QtWidgets.QLineEdit(widget)
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y_size_input.setValidator(QtGui.QIntValidator())
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y_size_input.setObjectName('yinput')
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y_size_input.setText('3')
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size_label = QtWidgets.QLabel(widget)
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size_label.setText('窗口大小:')
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time_label = QtWidgets.QLabel(widget)
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time_label.setText('X')
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hlayout1 = QtWidgets.QHBoxLayout()
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hlayout1.addWidget(size_label)
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hlayout1.addWidget(x_size_input)
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hlayout1.addWidget(time_label)
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hlayout1.addWidget(y_size_input)
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widget.setLayout(hlayout1)
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return widget
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@staticmethod
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def get_params(widget:QtWidgets.QWidget=None):
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if widget is None:
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return dict(x_size=3, y_size=3)
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x_input = widget.findChild(QtWidgets.QLineEdit, 'xinput')
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y_input = widget.findChild(QtWidgets.QLineEdit, 'yinput')
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if x_input is None or y_input is None:
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return dict(x_size=3, y_size=3)
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x_size = int(x_input.text())
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y_size = int(y_input.text())
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return dict(x_size=x_size, y_size=y_size)
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@staticmethod
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def run_alg(pth, x_size, y_size, *args, **kargs):
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x_size = int(x_size)
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y_size = int(y_size)
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# pth = layer.path
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if pth is None:
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return
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ds = gdal.Open(pth)
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band_count = ds.RasterCount
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out_path = os.path.join(Project().other_path, 'morphology_filter_{}.tif'.format(int(datetime.now().timestamp() * 1000)))
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out_ds = gdal.GetDriverByName('GTiff').Create(out_path, ds.RasterXSize, ds.RasterYSize, band_count, ds.GetRasterBand(1).DataType)
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out_ds.SetProjection(ds.GetProjection())
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out_ds.SetGeoTransform(ds.GetGeoTransform())
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for i in range(band_count):
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band = ds.GetRasterBand(i+1)
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data = band.ReadAsArray()
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#gradient形态学梯度计算
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data=rank.gradient(data,rectangle(y_size,x_size))
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out_band = out_ds.GetRasterBand(i+1)
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out_band.WriteArray(data)
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out_ds.FlushCache()
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del out_ds
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del ds
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return out_path
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@ -55,6 +55,7 @@ class ActionManager(QtCore.QObject):
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self.file_menu = menubar.addMenu( '&文件')
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self.basic_menu = menubar.addMenu( '&基础工具')
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self.filter_menu = self.basic_menu.addMenu(IconInstance().FILTER, '&滤波处理')
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self.change_detection_menu = menubar.addMenu('&通用变化检测')
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# self.unsupervised_menu = self.change_detection_menu.addMenu(IconInstance().UNSUPERVISED, '&无监督变化检测')
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self.supervised_menu = self.change_detection_menu.addMenu(IconInstance().SUPERVISED,'&监督变化检测')
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