fix lamdba bug; change to partial
This commit is contained in:
copper
parent
3a252ce77f
commit
ad140f479c
@ -1,3 +1,4 @@
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from functools import partial
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from threading import Thread
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from rscder.plugins.basic import BasicPlugin
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from rscder.utils.icons import IconInstance
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@ -65,7 +66,8 @@ class FollowPlugin(BasicPlugin):
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combox.addItem(name, key)
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action = QtWidgets.QAction(alg.get_icon(), name, self.mainwindow)
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action.triggered.connect(lambda : self.run_dialog(alg))
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func = partial(self.run_dialog, alg)
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action.triggered.connect(func)
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toolbar.addAction(action)
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@ -138,7 +140,7 @@ class FollowPlugin(BasicPlugin):
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params = alg.get_params(dialog.widget)
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t = Thread(target=self.run_alg, args = (params,))
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t = Thread(target=self.run_alg, args = (alg, params,))
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t.start()
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@ -33,6 +33,13 @@
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name: UnsupervisedPlugin
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path: ./plugin\unsupervsied_method
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version: 1.0.0
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- author: RSCDER
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description: VegatationPlugin
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enabled: true
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module: veg_method
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name: VegatationPlugin
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path: ./plugin\veg_method
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version: 1.0.0
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- author: RSCDER
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description: set Change Rate
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enabled: true
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@ -1,3 +1,4 @@
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from functools import partial
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from threading import Thread
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from plugins.misc.main import AlgFrontend
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from rscder.gui.actions import ActionManager
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@ -152,8 +153,6 @@ class UnsupervisedCDFollow(AlgFrontend):
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cdpth = cdalg.run_alg(pth1, pth2, layer1.layer_parent, send_message= send_message,**cdparams)
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thpth = thalg.run_alg(cdpth, name=name, send_message= send_message, **thparams)
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table_layer(thpth,layer1,name, send_message)
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@ -186,12 +185,14 @@ class UnsupervisedPlugin(BasicPlugin):
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name = alg.get_name()
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action = QAction(name, unsupervised_menu)
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action.triggered.connect(lambda : self.run_cd(alg))
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func = partial(self.run_cd, alg)
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action.triggered.connect(func)
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unsupervised_menu.addAction(action)
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def run_cd(self, alg):
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print(alg.get_name())
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dialog = UnsupervisedCDMethod(self.mainwindow, alg)
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dialog.show()
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@ -208,7 +209,7 @@ class UnsupervisedPlugin(BasicPlugin):
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falg, fparams = w.filter_select.get_alg_and_params()
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cdalg = w.alg
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cdparams = w.alg.get_params()
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cdparams = w.alg.get_params(w.param_widget)
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thalg, thparams = w.thres_select.get_alg_and_params()
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if cdalg is None or thalg is None:
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1
plugins/veg_method/__init__.py
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1
plugins/veg_method/__init__.py
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@ -0,0 +1 @@
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from veg_method.main import *
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226
plugins/veg_method/main.py
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226
plugins/veg_method/main.py
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@ -0,0 +1,226 @@
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from functools import partial
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from threading import Thread
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from plugins.misc.main import AlgFrontend
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from rscder.gui.actions import ActionManager
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from rscder.plugins.basic import BasicPlugin
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from PyQt5.QtWidgets import QAction, QToolBar, QMenu, QDialog, QHBoxLayout, QVBoxLayout, QPushButton,QWidget,QLabel,QLineEdit,QPushButton,QComboBox,QDialogButtonBox
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from rscder.gui.layercombox import PairLayerCombox
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from rscder.utils.icons import IconInstance
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from filter_collection import FILTER
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from .scripts import VEG_CD
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from thres import THRES
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from misc import table_layer, AlgSelectWidget
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from follow import FOLLOW
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class VegtationCDMethod(QDialog):
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def __init__(self,parent=None, alg:AlgFrontend=None):
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super(VegtationCDMethod, self).__init__(parent)
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self.alg = alg
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self.setWindowTitle('植被变化检测:{}'.format(alg.get_name()))
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self.setWindowIcon(IconInstance().LOGO)
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self.initUI()
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self.setMinimumWidth(500)
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def initUI(self):
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#图层
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self.layer_combox = PairLayerCombox(self)
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layerbox = QHBoxLayout()
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layerbox.addWidget(self.layer_combox)
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self.filter_select = AlgSelectWidget(self, FILTER)
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self.param_widget = self.alg.get_widget(self)
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self.unsupervised_menu = self.param_widget
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self.thres_select = AlgSelectWidget(self, THRES)
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self.ok_button = QPushButton('确定', self)
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self.ok_button.setIcon(IconInstance().OK)
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self.ok_button.clicked.connect(self.accept)
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self.ok_button.setDefault(True)
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self.cancel_button = QPushButton('取消', self)
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self.cancel_button.setIcon(IconInstance().CANCEL)
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self.cancel_button.clicked.connect(self.reject)
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self.cancel_button.setDefault(False)
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buttonbox=QDialogButtonBox(self)
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buttonbox.addButton(self.ok_button,QDialogButtonBox.NoRole)
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buttonbox.addButton(self.cancel_button,QDialogButtonBox.NoRole)
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buttonbox.setCenterButtons(True)
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totalvlayout=QVBoxLayout()
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totalvlayout.addLayout(layerbox)
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totalvlayout.addWidget(self.filter_select)
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if self.param_widget is not None:
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totalvlayout.addWidget(self.param_widget)
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totalvlayout.addWidget(self.thres_select)
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totalvlayout.addStretch(1)
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hbox = QHBoxLayout()
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hbox.addStretch(1)
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hbox.addWidget(buttonbox)
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totalvlayout.addLayout(hbox)
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# totalvlayout.addStretch()
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self.setLayout(totalvlayout)
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@FOLLOW.register
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class VegetationCDFollow(AlgFrontend):
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@staticmethod
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def get_name():
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return '植被变化检测'
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@staticmethod
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def get_icon():
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return IconInstance().UNSUPERVISED
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@staticmethod
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def get_widget(parent=None):
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widget = QWidget(parent)
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layer_combox = PairLayerCombox(widget)
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layer_combox.setObjectName('layer_combox')
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filter_select = AlgSelectWidget(widget, FILTER)
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filter_select.setObjectName('filter_select')
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unsupervised_select = AlgSelectWidget(widget, VEG_CD)
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unsupervised_select.setObjectName('unsupervised_select')
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thres_select = AlgSelectWidget(widget, THRES)
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thres_select.setObjectName('thres_select')
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totalvlayout=QVBoxLayout()
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totalvlayout.addWidget(layer_combox)
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totalvlayout.addWidget(filter_select)
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totalvlayout.addWidget(unsupervised_select)
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totalvlayout.addWidget(thres_select)
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totalvlayout.addStretch()
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widget.setLayout(totalvlayout)
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return widget
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@staticmethod
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def get_params(widget:QWidget=None):
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if widget is None:
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return dict()
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layer_combox = widget.findChild(PairLayerCombox, 'layer_combox')
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filter_select = widget.findChild(AlgSelectWidget, 'filter_select')
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unsupervised_select = widget.findChild(AlgSelectWidget, 'unsupervised_select')
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thres_select = widget.findChild(AlgSelectWidget, 'thres_select')
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layer1=layer_combox.layer1
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pth1 = layer_combox.layer1.path
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pth2 = layer_combox.layer2.path
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falg, fparams = filter_select.get_alg_and_params()
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cdalg, cdparams = unsupervised_select.get_alg_and_params()
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thalg, thparams = thres_select.get_alg_and_params()
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if cdalg is None or thalg is None:
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return dict()
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return dict(
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layer1=layer1,
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pth1 = pth1,
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pth2 = pth2,
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falg = falg,
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fparams = fparams,
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cdalg = cdalg,
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cdparams = cdparams,
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thalg = thalg,
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thparams = thparams,
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)
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@staticmethod
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def run_alg(layer1=None,
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pth1 = None,
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pth2 = None,
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falg = None,
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fparams = None,
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cdalg = None,
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cdparams = None,
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thalg = None,
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thparams = None,
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send_message = None):
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if cdalg is None or thalg is None:
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return
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name = layer1.name
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if falg is not None:
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pth1 = falg.run_alg(pth1, name=name, send_message= send_message, **fparams)
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pth2 = falg.run_alg(pth2, name=name, send_message= send_message, **fparams)
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cdpth = cdalg.run_alg(pth1, pth2, layer1.layer_parent, send_message= send_message,**cdparams)
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thpth = thalg.run_alg(cdpth, name=name, send_message= send_message, **thparams)
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table_layer(thpth,layer1,name, send_message)
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class VegtationPlugin(BasicPlugin):
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@staticmethod
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def info():
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return {
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'name': 'VegtationPlugin',
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'description': 'VegtationPlugin',
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'author': 'RSCDER',
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'version': '1.0.0',
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}
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def set_action(self):
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veg_menu = ActionManager().veg_menu
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# veg_menu.setIcon(IconInstance().UNSUPERVISED)
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# ActionManager().veg_menu.addMenu(veg_menu)
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for key in VEG_CD.keys():
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alg:AlgFrontend = VEG_CD[key]
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if alg.get_name() is None:
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name = key
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else:
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name = alg.get_name()
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action = QAction(name, veg_menu)
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func = partial(self.run_cd, alg)
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action.triggered.connect(func)
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veg_menu.addAction(action)
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def run_cd(self, alg):
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dialog = VegtationCDMethod(self.mainwindow, alg)
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dialog.show()
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if dialog.exec_() == QDialog.Accepted:
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t = Thread(target=self.run_cd_alg, args=(dialog,))
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t.start()
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def run_cd_alg(self, w:VegtationCDMethod):
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layer1=w.layer_combox.layer1
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pth1 = w.layer_combox.layer1.path
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pth2 = w.layer_combox.layer2.path
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name = layer1.layer_parent.name
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falg, fparams = w.filter_select.get_alg_and_params()
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cdalg = w.alg
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cdparams = w.alg.get_params()
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thalg, thparams = w.thres_select.get_alg_and_params()
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if cdalg is None or thalg is None:
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return
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if falg is not None:
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pth1 = falg.run_alg(pth1, name=name, send_message=self.send_message, **fparams)
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pth2 = falg.run_alg(pth2, name=name, send_message=self.send_message, **fparams)
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cdpth = cdalg.run_alg(pth1, pth2, layer1.layer_parent, send_message=self.send_message,**cdparams)
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thpth = thalg.run_alg(cdpth, name=name, send_message=self.send_message, **thparams)
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table_layer(thpth,layer1,name,self.send_message)
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455
plugins/veg_method/pic.py
Normal file
455
plugins/veg_method/pic.py
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@ -0,0 +1,455 @@
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# -*- coding: utf-8 -*-
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# Resource object code
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#
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# Created by: The Resource Compiler for PyQt5 (Qt v5.12.9)
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#
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# WARNING! All changes made in this file will be lost!
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from PyQt5 import QtCore
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qt_resource_data = b"\
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\x3c\
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|
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||||
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||||
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||||
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|
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||||
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|
||||
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||||
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||||
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|
||||
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\xde\xf7\xfd\xeb\xcc\xf0\xcf\xaa\x55\x33\x6b\xdd\x61\x44\xec\x0d\
|
||||
\xc3\xf0\x1b\x0b\x6d\x4b\x24\x99\x03\xc0\x1c\x07\x0f\x11\xd1\x0b\
|
||||
\xb6\x09\xc5\x5a\xad\x75\x0c\xd2\x82\x8f\x52\xa9\x54\x88\xa2\x28\
|
||||
\xfe\x78\xf7\x8c\xe3\xad\x9d\xe3\xf7\xbf\x00\x40\xaf\x52\xea\x5b\
|
||||
\x0b\x6d\xcb\x24\x99\x04\xc0\x34\xc1\x83\x00\xf0\xa2\x6d\x52\x88\
|
||||
\xb8\x29\x0c\xc3\x55\xf3\xe9\x7d\xdf\x2f\x99\x57\xfe\x69\x16\xcf\
|
||||
\x71\xc8\xdc\xf0\x8d\x59\x68\x5b\x2a\xc9\x2c\x00\xa6\x09\x56\x11\
|
||||
\xd1\x4b\x75\x24\xb6\x59\x29\x75\xcf\xb1\x7a\xdf\xf7\x6f\x30\xc3\
|
||||
\x3f\x25\xe9\xde\x88\x38\x8e\x88\x7d\x41\x10\xec\x4e\xaa\x6d\xc7\
|
||||
\xfa\x4c\x03\x10\x07\xe6\x79\xde\xfd\x88\x58\xcf\xfb\xfc\x2d\x4a\
|
||||
\xa9\xe5\x33\xe1\xfb\xbe\x7f\x93\x19\xfe\x49\x16\x03\xf9\xc9\x9c\
|
||||
\xf9\x7b\x2c\xb4\x6d\x91\x64\x1e\x00\x73\x1c\xdc\x07\x00\x9b\x6c\
|
||||
\x13\x24\xa2\x6d\x5a\xeb\x25\xc5\x62\xf1\x16\x00\x88\xef\xf6\x4f\
|
||||
\xb0\xd8\xeb\x07\x73\xe6\xef\xb5\xd0\xb6\x4d\xd2\x11\x00\x98\xe3\
|
||||
\xe0\x5e\x22\x7a\xa5\x8e\x24\xe3\x6f\x20\xe3\x3f\x3c\x71\x2c\xf6\
|
||||
\x38\x60\xce\xfc\x7d\x16\xda\xb6\x4a\x3a\x06\x00\x73\x1c\xac\x44\
|
||||
\xc4\xf8\x6f\x07\x5b\xf6\x20\xa2\xfd\xb9\x5c\xae\x77\x78\x78\x78\
|
||||
\x7f\xcb\x9e\xb4\x81\x4f\xd4\x51\x00\x98\x26\xb8\x9b\x88\x1a\xfe\
|
||||
\x05\xd0\x3c\x99\xef\x33\x1f\xf2\x1c\x68\xe0\x4c\x5a\xba\x55\xc7\
|
||||
\x01\x60\x9a\xe0\x2e\x44\xdc\xdc\xe4\x24\xf7\x12\x51\x9f\xd6\xfa\
|
||||
\x60\x93\x9f\xa7\xa9\xdb\x77\x24\x00\xe6\xc6\xf0\x4e\x00\x78\xbd\
|
||||
\x49\xe9\xed\x89\xa2\xa8\x6f\x64\x64\xe4\xc7\x26\xed\xdf\xb2\x6d\
|
||||
\x3b\x16\x00\x73\x1c\xac\x20\xa2\x37\x1a\x9c\xe6\xee\x6a\xb5\xda\
|
||||
\x57\xa9\x54\xc6\x1b\xbc\x6f\x5b\xb6\xeb\x68\x00\xcc\x71\xb0\x1c\
|
||||
\x11\xdf\x6c\x44\xba\x88\xb8\xcb\x7c\xc8\x73\xa8\x11\xfb\xa5\x61\
|
||||
\x8f\x8e\x07\xc0\x1c\x07\x77\x00\xc0\x96\x3a\x03\x1f\x8d\x87\x1f\
|
||||
\x86\x61\xfc\x19\x7f\xc7\x3c\x58\x00\x60\x8e\x83\x65\x44\xb4\xd5\
|
||||
\x72\x72\x15\x73\xc3\x77\xd8\x52\x9f\x5a\x19\x1b\x00\x4c\x13\x2c\
|
||||
\x05\x80\xb7\x13\x4e\x43\x4f\x4e\x4e\xf6\x8f\x8e\x8e\x1e\x49\xa8\
|
||||
\xcb\xc4\x72\x56\x00\x98\x26\x58\x42\x44\xef\xd4\x38\x9d\xc0\x71\
|
||||
\x9c\xfe\xe1\xe1\xe1\xdf\x6a\x5c\x9f\xb9\x65\xec\x00\x30\x37\x86\
|
||||
\x03\x88\xb8\xe0\xff\x0d\x20\xe2\x57\x44\xd4\xaf\x94\x3a\x9a\xb9\
|
||||
\xa9\x26\xb8\x60\x96\x00\x98\xe3\xe0\x76\x00\x78\x6f\x9e\xac\xbe\
|
||||
\x30\x6f\xf5\xfe\x4c\x90\x65\x26\x97\xb2\x05\xc0\x1c\x07\xfd\xe6\
|
||||
\xab\xdf\xd9\xc3\xfb\x74\x62\x62\xa2\x6f\x6c\x6c\x2c\xfe\x5f\xc3\
|
||||
\x8e\x7f\xb0\x06\xc0\x1c\x07\xbd\x88\xf8\x41\xfc\x33\x11\x7d\xdc\
|
||||
\xdd\xdd\xdd\x37\x34\x34\xf4\x4f\xc7\x4f\xde\x18\x64\x0f\x80\x39\
|
||||
\x0e\x7a\x10\xf1\xb6\xa9\xa9\xa9\xfe\x4a\xa5\x52\xe5\x32\xfc\xd8\
|
||||
\xa7\x00\xf0\xff\xb4\xe3\x2c\x88\xd3\xf0\x05\x00\x6e\xd3\x9e\xc3\
|
||||
\xaf\x34\x00\x73\x08\x04\x00\x01\x80\x79\x02\xcc\xed\x4b\x03\x08\
|
||||
\x00\xcc\x13\x60\x6e\x5f\x1a\x40\x00\x60\x9e\x00\x73\xfb\xd2\x00\
|
||||
\x02\x00\xf3\x04\x98\xdb\x97\x06\x10\x00\x98\x27\xc0\xdc\xbe\x34\
|
||||
\x80\x00\xc0\x3c\x01\xe6\xf6\xa5\x01\x04\x00\xe6\x09\x30\xb7\x2f\
|
||||
\x0d\x20\x00\x30\x4f\x80\xb9\x7d\x69\x00\x01\x80\x79\x02\xcc\xed\
|
||||
\x4b\x03\x08\x00\xcc\x13\x60\x6e\x5f\x1a\x40\x00\x60\x9e\x00\x73\
|
||||
\xfb\xd2\x00\x02\x00\xf3\x04\x98\xdb\x97\x06\x10\x00\x98\x27\xc0\
|
||||
\xdc\xbe\x34\x80\x00\xc0\x3c\x01\xe6\xf6\xa5\x01\x04\x00\xe6\x09\
|
||||
\x30\xb7\x2f\x0d\x20\x00\x30\x4f\x80\xb9\x7d\x69\x00\x01\x80\x79\
|
||||
\x02\xcc\xed\x4b\x03\x08\x00\xcc\x13\x60\x6e\x5f\x1a\x40\x00\x60\
|
||||
\x9e\x00\x73\xfb\xd2\x00\x02\x00\xf3\x04\x98\xdb\x97\x06\x10\x00\
|
||||
\x98\x27\xc0\xdc\xbe\x34\x80\x00\xc0\x3c\x01\xe6\xf6\xa5\x01\x98\
|
||||
\x03\xf0\x2f\x1a\xf0\xdc\x90\x9e\x40\x3c\x9b\x00\x00\x00\x00\x49\
|
||||
\x45\x4e\x44\xae\x42\x60\x82\
|
||||
"
|
||||
|
||||
qt_resource_name = b"\
|
||||
\x00\x07\
|
||||
\x07\x3b\xe0\xb3\
|
||||
\x00\x70\
|
||||
\x00\x6c\x00\x75\x00\x67\x00\x69\x00\x6e\x00\x73\
|
||||
\x00\x06\
|
||||
\x05\x04\x66\x45\
|
||||
\x00\x49\
|
||||
\x00\x6e\x00\x5f\x00\x6f\x00\x6e\x00\x65\
|
||||
\x00\x03\
|
||||
\x00\x00\x76\xf3\
|
||||
\x00\x70\
|
||||
\x00\x69\x00\x63\
|
||||
\x00\x08\
|
||||
\x09\xe6\x72\x67\
|
||||
\x7b\xad\
|
||||
\x59\x34\x00\x20\x53\xf3\x00\x2e\x00\x73\x00\x76\x00\x67\
|
||||
\x00\x0b\
|
||||
\x0f\x8a\xc9\x87\
|
||||
\x7b\xad\
|
||||
\x59\x34\x00\x5f\x52\x17\x88\x68\x54\x11\x53\xf3\x00\x2e\x00\x70\x00\x6e\x00\x67\
|
||||
\x00\x08\
|
||||
\x04\x1e\x72\x67\
|
||||
\x7b\xad\
|
||||
\x59\x34\x00\x20\x4e\x0b\x00\x2e\x00\x73\x00\x76\x00\x67\
|
||||
\x00\x0b\
|
||||
\x0e\xdf\xc8\xa7\
|
||||
\x7b\xad\
|
||||
\x59\x34\x00\x5f\x52\x17\x88\x68\x5c\x55\x5f\x00\x00\x2e\x00\x70\x00\x6e\x00\x67\
|
||||
"
|
||||
|
||||
qt_resource_struct_v1 = b"\
|
||||
\x00\x00\x00\x00\x00\x02\x00\x00\x00\x01\x00\x00\x00\x01\
|
||||
\x00\x00\x00\x00\x00\x02\x00\x00\x00\x01\x00\x00\x00\x02\
|
||||
\x00\x00\x00\x14\x00\x02\x00\x00\x00\x01\x00\x00\x00\x03\
|
||||
\x00\x00\x00\x26\x00\x02\x00\x00\x00\x04\x00\x00\x00\x04\
|
||||
\x00\x00\x00\x64\x00\x00\x00\x00\x00\x01\x00\x00\x0a\x32\
|
||||
\x00\x00\x00\x32\x00\x00\x00\x00\x00\x01\x00\x00\x00\x00\
|
||||
\x00\x00\x00\x7a\x00\x00\x00\x00\x00\x01\x00\x00\x0f\x43\
|
||||
\x00\x00\x00\x48\x00\x00\x00\x00\x00\x01\x00\x00\x05\x36\
|
||||
"
|
||||
|
||||
qt_resource_struct_v2 = b"\
|
||||
\x00\x00\x00\x00\x00\x02\x00\x00\x00\x01\x00\x00\x00\x01\
|
||||
\x00\x00\x00\x00\x00\x00\x00\x00\
|
||||
\x00\x00\x00\x00\x00\x02\x00\x00\x00\x01\x00\x00\x00\x02\
|
||||
\x00\x00\x00\x00\x00\x00\x00\x00\
|
||||
\x00\x00\x00\x14\x00\x02\x00\x00\x00\x01\x00\x00\x00\x03\
|
||||
\x00\x00\x00\x00\x00\x00\x00\x00\
|
||||
\x00\x00\x00\x26\x00\x02\x00\x00\x00\x04\x00\x00\x00\x04\
|
||||
\x00\x00\x00\x00\x00\x00\x00\x00\
|
||||
\x00\x00\x00\x64\x00\x00\x00\x00\x00\x01\x00\x00\x0a\x32\
|
||||
\x00\x00\x01\x81\x5b\xf7\x7e\xef\
|
||||
\x00\x00\x00\x32\x00\x00\x00\x00\x00\x01\x00\x00\x00\x00\
|
||||
\x00\x00\x01\x81\x5b\xf7\x72\x92\
|
||||
\x00\x00\x00\x7a\x00\x00\x00\x00\x00\x01\x00\x00\x0f\x43\
|
||||
\x00\x00\x01\x81\x5b\xfc\x68\x05\
|
||||
\x00\x00\x00\x48\x00\x00\x00\x00\x00\x01\x00\x00\x05\x36\
|
||||
\x00\x00\x01\x81\x5b\xfc\x85\xb4\
|
||||
"
|
||||
|
||||
qt_version = [int(v) for v in QtCore.qVersion().split('.')]
|
||||
if qt_version < [5, 8, 0]:
|
||||
rcc_version = 1
|
||||
qt_resource_struct = qt_resource_struct_v1
|
||||
else:
|
||||
rcc_version = 2
|
||||
qt_resource_struct = qt_resource_struct_v2
|
||||
|
||||
def qInitResources():
|
||||
QtCore.qRegisterResourceData(rcc_version, qt_resource_struct, qt_resource_name, qt_resource_data)
|
||||
|
||||
def qCleanupResources():
|
||||
QtCore.qUnregisterResourceData(rcc_version, qt_resource_struct, qt_resource_name, qt_resource_data)
|
||||
|
||||
qInitResources()
|
||||
0
plugins/veg_method/readme.md
Normal file
0
plugins/veg_method/readme.md
Normal file
12424
plugins/veg_method/scripts/ACD.py
Normal file
12424
plugins/veg_method/scripts/ACD.py
Normal file
File diff suppressed because it is too large
Load Diff
12424
plugins/veg_method/scripts/AHT.py
Normal file
12424
plugins/veg_method/scripts/AHT.py
Normal file
File diff suppressed because it is too large
Load Diff
12424
plugins/veg_method/scripts/LHBA.py
Normal file
12424
plugins/veg_method/scripts/LHBA.py
Normal file
File diff suppressed because it is too large
Load Diff
12424
plugins/veg_method/scripts/OCD.py
Normal file
12424
plugins/veg_method/scripts/OCD.py
Normal file
File diff suppressed because it is too large
Load Diff
12424
plugins/veg_method/scripts/SH.py
Normal file
12424
plugins/veg_method/scripts/SH.py
Normal file
File diff suppressed because it is too large
Load Diff
690
plugins/veg_method/scripts/__init__.py
Normal file
690
plugins/veg_method/scripts/__init__.py
Normal file
@ -0,0 +1,690 @@
|
||||
from datetime import datetime
|
||||
from osgeo import gdal
|
||||
import math,os
|
||||
import time
|
||||
from PyQt5 import QtWidgets
|
||||
from sklearn.cluster import k_means
|
||||
from rscder.utils.geomath import geo2imageRC, imageRC2geo
|
||||
from rscder.utils.project import Project, PairLayer
|
||||
from misc import Register, AlgFrontend
|
||||
|
||||
VEG_CD = Register('植被变化检测方法')
|
||||
|
||||
import numpy as np
|
||||
from .ACD import ACD
|
||||
from .AHT import AHT
|
||||
from .OCD import OCD
|
||||
from .LHBA import LHBA
|
||||
from .SH import SH
|
||||
|
||||
def warp(file,ds:gdal.Dataset,srcWin=[0,0,0,0]):
|
||||
driver = gdal.GetDriverByName('GTiff')
|
||||
xsize=ds.RasterXSize
|
||||
ysize=ds.RasterYSize
|
||||
geo=ds.GetGeoTransform()
|
||||
orj=ds.GetProjection()
|
||||
band=ds.RasterCount
|
||||
if os.path.exists(file):
|
||||
os.remove(file)
|
||||
out_ds:gdal.Dataset=driver.Create(file, xsize, ysize, band, gdal.GDT_Byte)
|
||||
out_ds.SetGeoTransform(geo)
|
||||
out_ds.SetProjection(orj)
|
||||
for b in range(1,band+1):
|
||||
out_ds.GetRasterBand(b).WriteArray(ds.ReadAsArray(*srcWin,band_list=[b]),*(0,0))
|
||||
del out_ds
|
||||
|
||||
@VEG_CD.register
|
||||
class BasicCD(AlgFrontend):
|
||||
|
||||
@staticmethod
|
||||
def get_name():
|
||||
return '差分法'
|
||||
|
||||
@staticmethod
|
||||
def run_alg(pth1:str,pth2:str,layer_parent:PairLayer,send_message = None,*args, **kargs):
|
||||
|
||||
ds1:gdal.Dataset=gdal.Open(pth1)
|
||||
ds2:gdal.Dataset=gdal.Open(pth2)
|
||||
|
||||
cell_size = layer_parent.cell_size
|
||||
xsize = layer_parent.size[0]
|
||||
ysize = layer_parent.size[1]
|
||||
|
||||
band = ds1.RasterCount
|
||||
yblocks = ysize // cell_size[1]
|
||||
|
||||
driver = gdal.GetDriverByName('GTiff')
|
||||
out_tif = os.path.join(Project().other_path, 'temp.tif')
|
||||
out_ds = driver.Create(out_tif, xsize, ysize, 1, gdal.GDT_Float32)
|
||||
geo=layer_parent.grid.geo
|
||||
proj=layer_parent.grid.proj
|
||||
out_ds.SetGeoTransform(geo)
|
||||
out_ds.SetProjection(proj)
|
||||
|
||||
max_diff = 0
|
||||
min_diff = math.inf
|
||||
|
||||
start1x,start1y=geo2imageRC(ds1.GetGeoTransform(),layer_parent.mask.xy[0],layer_parent.mask.xy[1])
|
||||
end1x,end1y=geo2imageRC(ds1.GetGeoTransform(),layer_parent.mask.xy[2],layer_parent.mask.xy[3])
|
||||
|
||||
start2x,start2y=geo2imageRC(ds2.GetGeoTransform(),layer_parent.mask.xy[0],layer_parent.mask.xy[1])
|
||||
end2x,end2y=geo2imageRC(ds2.GetGeoTransform(),layer_parent.mask.xy[2],layer_parent.mask.xy[3])
|
||||
|
||||
for j in range(yblocks + 1):#该改这里了
|
||||
if send_message is not None:
|
||||
send_message.emit(f'计算{j}/{yblocks}')
|
||||
block_xy1 = (start1x, start1y+j * cell_size[1])
|
||||
block_xy2 = (start2x,start2y+j*cell_size[1])
|
||||
block_xy=(0,j * cell_size[1])
|
||||
if block_xy1[1] > end1y or block_xy2[1] > end2y:
|
||||
break
|
||||
block_size=(xsize, cell_size[1])
|
||||
block_size1 = (xsize, cell_size[1])
|
||||
block_size2 = (xsize,cell_size[1])
|
||||
if block_xy[1] + block_size[1] > ysize:
|
||||
block_size = (xsize, ysize - block_xy[1])
|
||||
if block_xy1[1] + block_size1[1] > end1y:
|
||||
block_size1 = (xsize,end1y - block_xy1[1])
|
||||
if block_xy2[1] + block_size2[1] > end2y:
|
||||
block_size2 = (xsize, end2y - block_xy2[1])
|
||||
block_data1 = ds1.ReadAsArray(*block_xy1, *block_size1)
|
||||
block_data2 = ds2.ReadAsArray(*block_xy2, *block_size2)
|
||||
|
||||
if band == 1:
|
||||
block_data1 = block_data1[None, ...]
|
||||
block_data2 = block_data2[None, ...]
|
||||
# pdb.set_trace()
|
||||
block_diff = block_data1.sum(0) - block_data2.sum(0)
|
||||
block_diff = block_diff.astype(np.float32)
|
||||
block_diff = np.abs(block_diff)
|
||||
|
||||
min_diff = min(min_diff, block_diff[block_diff > 0].min())
|
||||
max_diff = max(max_diff, block_diff.max())
|
||||
out_ds.GetRasterBand(1).WriteArray(block_diff, *block_xy)
|
||||
if send_message is not None:
|
||||
|
||||
send_message.emit(f'完成{j}/{yblocks}')
|
||||
del ds2
|
||||
del ds1
|
||||
out_ds.FlushCache()
|
||||
del out_ds
|
||||
if send_message is not None:
|
||||
send_message.emit('归一化概率中...')
|
||||
temp_in_ds = gdal.Open(out_tif)
|
||||
|
||||
out_normal_tif = os.path.join(Project().cmi_path, '{}_{}_cmi.tif'.format(layer_parent.name, int(np.random.rand() * 100000)))
|
||||
out_normal_ds = driver.Create(out_normal_tif, xsize, ysize, 1, gdal.GDT_Byte)
|
||||
out_normal_ds.SetGeoTransform(geo)
|
||||
out_normal_ds.SetProjection(proj)
|
||||
# hist = np.zeros(256, dtype=np.int32)
|
||||
for j in range(yblocks+1):
|
||||
block_xy = (0, j * cell_size[1])
|
||||
if block_xy[1] > ysize:
|
||||
break
|
||||
block_size = (xsize, cell_size[1])
|
||||
if block_xy[1] + block_size[1] > ysize:
|
||||
block_size = (xsize, ysize - block_xy[1])
|
||||
block_data = temp_in_ds.ReadAsArray(*block_xy, *block_size)
|
||||
block_data = (block_data - min_diff) / (max_diff - min_diff) * 255
|
||||
block_data = block_data.astype(np.uint8)
|
||||
out_normal_ds.GetRasterBand(1).WriteArray(block_data, *block_xy)
|
||||
# hist_t, _ = np.histogram(block_data, bins=256, range=(0, 256))
|
||||
# hist += hist_t
|
||||
# print(hist)
|
||||
del temp_in_ds
|
||||
del out_normal_ds
|
||||
try:
|
||||
os.remove(out_tif)
|
||||
except:
|
||||
pass
|
||||
if send_message is not None:
|
||||
send_message.emit('差分法计算完成')
|
||||
return out_normal_tif
|
||||
|
||||
@VEG_CD.register
|
||||
class LSTS(AlgFrontend):
|
||||
|
||||
@staticmethod
|
||||
def get_name():
|
||||
return 'LSTS'
|
||||
|
||||
@staticmethod
|
||||
def get_widget(parent=None):
|
||||
|
||||
widget = QtWidgets.QWidget(parent)
|
||||
|
||||
return widget
|
||||
|
||||
@staticmethod
|
||||
def get_params(widget=None):
|
||||
return dict(n=5, w_size=(3,3))
|
||||
|
||||
@staticmethod
|
||||
def run_alg(pth1:str,pth2:str,layer_parent:PairLayer,send_message=None,n=5,w_size=(3,3), *args, **kws):
|
||||
ds1:gdal.Dataset=gdal.Open(pth1)
|
||||
ds2:gdal.Dataset=gdal.Open(pth2)
|
||||
|
||||
cell_size = layer_parent.cell_size
|
||||
xsize = layer_parent.size[0]
|
||||
ysize = layer_parent.size[1]
|
||||
|
||||
band = ds1.RasterCount
|
||||
yblocks = ysize // cell_size[1]
|
||||
|
||||
driver = gdal.GetDriverByName('GTiff')
|
||||
out_tif = os.path.join(Project().other_path, '%d.tif'%(int(datetime.now().timestamp() * 1000)))
|
||||
out_ds = driver.Create(out_tif, xsize, ysize, 1, gdal.GDT_Float32)
|
||||
geo=layer_parent.grid.geo
|
||||
proj=layer_parent.grid.proj
|
||||
out_ds.SetGeoTransform(geo)
|
||||
out_ds.SetProjection(proj)
|
||||
pixnum=w_size[0]*w_size[1]
|
||||
# send_message.emit('pixnum:'pixnum)
|
||||
max_diff = 0
|
||||
min_diff = math.inf
|
||||
win_h=w_size[0]//2 #half hight of window
|
||||
win_w=w_size[1]//2 #half width of window
|
||||
a=[[(i+1)**j for j in range(n+1)] for i in range(pixnum)]
|
||||
A=np.array(a).astype(np.float64)#
|
||||
|
||||
k_=np.array(range(1,n+1))
|
||||
df1=np.zeros(pixnum).astype(np.float64)
|
||||
df2=np.zeros(pixnum).astype(np.float64)
|
||||
|
||||
start1x,start1y=geo2imageRC(ds1.GetGeoTransform(),layer_parent.mask.xy[0],layer_parent.mask.xy[1])
|
||||
end1x,end1y=geo2imageRC(ds1.GetGeoTransform(),layer_parent.mask.xy[2],layer_parent.mask.xy[3])
|
||||
|
||||
start2x,start2y=geo2imageRC(ds2.GetGeoTransform(),layer_parent.mask.xy[0],layer_parent.mask.xy[1])
|
||||
end2x,end2y=geo2imageRC(ds2.GetGeoTransform(),layer_parent.mask.xy[2],layer_parent.mask.xy[3])
|
||||
|
||||
for j in range(yblocks + 1):
|
||||
if send_message is not None:
|
||||
send_message.emit(f'计算{j}/{yblocks}')
|
||||
block_xy1 = (start1x, start1y+j * cell_size[1])
|
||||
block_xy2 = (start2x,start2y+j*cell_size[1])
|
||||
block_xy=(0,j * cell_size[1])
|
||||
if block_xy1[1] > end1y or block_xy2[1] > end2y:
|
||||
break
|
||||
block_size=(xsize, cell_size[1])
|
||||
block_size1 = (xsize, cell_size[1])
|
||||
block_size2 = (xsize,cell_size[1])
|
||||
if block_xy[1] + block_size[1] > ysize:
|
||||
block_size = (xsize, ysize - block_xy[1])
|
||||
if block_xy1[1] + block_size1[1] > end1y:
|
||||
block_size1 = (xsize,end1y - block_xy1[1])
|
||||
if block_xy2[1] + block_size2[1] > end2y:
|
||||
block_size2 = (xsize, end2y - block_xy2[1])
|
||||
block_data1 = ds1.ReadAsArray(*block_xy1, *block_size1)
|
||||
block_data2 = ds2.ReadAsArray(*block_xy2, *block_size2)
|
||||
|
||||
if band == 1:
|
||||
block_data1 = block_data1[None, ...]
|
||||
block_data2 = block_data2[None, ...]
|
||||
# pdb.set_trace()
|
||||
else:
|
||||
block_data1=np.mean(block_data1,0)
|
||||
block_data2=np.mean(block_data2,0)
|
||||
block_diff=np.zeros(block_data1.shape).astype(np.float64)
|
||||
|
||||
for i in range(win_h,block_size1[1]-win_h):
|
||||
for j_ in range(win_w,block_size1[0]-win_w):
|
||||
pix=0
|
||||
|
||||
#get b
|
||||
# b1=block_data[i+win_h:i+win_h] c in range(j_-win_w,j_+win_w+1)
|
||||
b1=block_data1[i-win_h:i+win_h+1,j_-win_w:j_+win_w+1]
|
||||
b2=block_data2[i-win_h:i+win_h+1,j_-win_w:j_+win_w+1]
|
||||
b1=[b if (r+1)//2 else b[::-1] for r,b in enumerate(b1)]
|
||||
b2=[b if (r+1)//2 else b[::-1] for r,b in enumerate(b2)]
|
||||
b1=np.expand_dims(np.concatenate(b1,0),1)
|
||||
b2=np.expand_dims(np.concatenate(b2,0),1)
|
||||
|
||||
x1=np.squeeze(np.linalg.pinv(A).dot(b1))
|
||||
x2=np.squeeze(np.linalg.pinv(A).dot(b2))
|
||||
#df
|
||||
k_=range(1,n+1)
|
||||
for pix in range(1,pixnum+1):
|
||||
df1[pix-1]=x1[1:n+1].dot(np.array([k*(pix**(k-1)) for k in k_]))
|
||||
df2[pix-1]=x2[1:n+1].dot(np.array([k*(pix**(k-1)) for k in k_]))
|
||||
|
||||
#distance 欧式距离
|
||||
block_diff[i][j_]=np.dot(df1-df2,df1-df2)**0.5
|
||||
|
||||
min_diff = min(min_diff, block_diff[block_diff > 0].min())
|
||||
max_diff = max(max_diff, block_diff.max())
|
||||
out_ds.GetRasterBand(1).WriteArray(block_diff, *block_xy)
|
||||
|
||||
send_message.emit(f'完成{j}/{yblocks}')
|
||||
del ds2
|
||||
del ds1
|
||||
out_ds.FlushCache()
|
||||
del out_ds
|
||||
if send_message is not None:
|
||||
send_message.emit('归一化概率中...')
|
||||
temp_in_ds = gdal.Open(out_tif)
|
||||
|
||||
out_normal_tif = os.path.join(Project().cmi_path, '{}_{}_cmi.tif'.format(layer_parent.name, int(np.random.rand() * 100000)))
|
||||
out_normal_ds = driver.Create(out_normal_tif, xsize, ysize, 1, gdal.GDT_Byte)
|
||||
out_normal_ds.SetGeoTransform(geo)
|
||||
out_normal_ds.SetProjection(proj)
|
||||
# hist = np.zeros(256, dtype=np.int32)
|
||||
for j in range(yblocks+1):
|
||||
block_xy = (0, j * cell_size[1])
|
||||
if block_xy[1] > ysize:
|
||||
break
|
||||
block_size = (xsize, cell_size[1])
|
||||
if block_xy[1] + block_size[1] > ysize:
|
||||
block_size = (xsize, ysize - block_xy[1])
|
||||
block_data = temp_in_ds.ReadAsArray(*block_xy, *block_size)
|
||||
block_data = (block_data - min_diff) / (max_diff - min_diff) * 255
|
||||
block_data = block_data.astype(np.uint8)
|
||||
out_normal_ds.GetRasterBand(1).WriteArray(block_data, *block_xy)
|
||||
# hist_t, _ = np.histogram(block_data, bins=256, range=(0, 256))
|
||||
# hist += hist_t
|
||||
# print(hist)
|
||||
del temp_in_ds
|
||||
del out_normal_ds
|
||||
try:
|
||||
os.remove(out_tif)
|
||||
except:
|
||||
pass
|
||||
|
||||
if send_message is not None:
|
||||
send_message.emit('LSTS法计算完成')
|
||||
return out_normal_tif
|
||||
|
||||
|
||||
@VEG_CD.register
|
||||
class CVAAlg(AlgFrontend):
|
||||
|
||||
@staticmethod
|
||||
def get_name():
|
||||
return 'CVA'
|
||||
|
||||
@staticmethod
|
||||
def run_alg(pth1:str,pth2:str,layer_parent:PairLayer,send_message = None, *args, **kargs):
|
||||
|
||||
ds1:gdal.Dataset=gdal.Open(pth1)
|
||||
ds2:gdal.Dataset=gdal.Open(pth2)
|
||||
|
||||
cell_size = layer_parent.cell_size
|
||||
xsize = layer_parent.size[0]
|
||||
ysize = layer_parent.size[1]
|
||||
|
||||
band = ds1.RasterCount
|
||||
yblocks = ysize // cell_size[1]
|
||||
|
||||
driver = gdal.GetDriverByName('GTiff')
|
||||
out_tif = os.path.join(Project().other_path, 'temp.tif')
|
||||
out_ds = driver.Create(out_tif, xsize, ysize, 1, gdal.GDT_Float32)
|
||||
geo=layer_parent.grid.geo
|
||||
proj=layer_parent.grid.proj
|
||||
out_ds.SetGeoTransform(geo)
|
||||
out_ds.SetProjection(proj)
|
||||
max_diff = 0
|
||||
min_diff = math.inf
|
||||
|
||||
|
||||
start1x,start1y=geo2imageRC(ds1.GetGeoTransform(),layer_parent.mask.xy[0],layer_parent.mask.xy[1])
|
||||
end1x,end1y=geo2imageRC(ds1.GetGeoTransform(),layer_parent.mask.xy[2],layer_parent.mask.xy[3])
|
||||
|
||||
start2x,start2y=geo2imageRC(ds2.GetGeoTransform(),layer_parent.mask.xy[0],layer_parent.mask.xy[1])
|
||||
end2x,end2y=geo2imageRC(ds2.GetGeoTransform(),layer_parent.mask.xy[2],layer_parent.mask.xy[3])
|
||||
|
||||
for j in range(yblocks + 1):
|
||||
if send_message is not None:
|
||||
send_message.emit(f'计算{j}/{yblocks}')
|
||||
block_xy1 = (start1x, start1y+j * cell_size[1])
|
||||
block_xy2 = (start2x,start2y+j*cell_size[1])
|
||||
block_xy=(0,j * cell_size[1])
|
||||
if block_xy1[1] > end1y or block_xy2[1] > end2y:
|
||||
break
|
||||
block_size=(xsize, cell_size[1])
|
||||
block_size1 = (xsize, cell_size[1])
|
||||
block_size2 = (xsize,cell_size[1])
|
||||
if block_xy[1] + block_size[1] > ysize:
|
||||
block_size = (xsize, ysize - block_xy[1])
|
||||
if block_xy1[1] + block_size1[1] > end1y:
|
||||
block_size1 = (xsize,end1y - block_xy1[1])
|
||||
if block_xy2[1] + block_size2[1] > end2y:
|
||||
block_size2 = (xsize, end2y - block_xy2[1])
|
||||
block_data1 = ds1.ReadAsArray(*block_xy1, *block_size1)
|
||||
block_data2 = ds2.ReadAsArray(*block_xy2, *block_size2)
|
||||
|
||||
if band == 1:
|
||||
block_data1 = block_data1[None, ...]
|
||||
block_data2 = block_data2[None, ...]
|
||||
# pdb.set_trace()
|
||||
block_diff=np.sum((block_data1-block_data2)**2,0)**0.5
|
||||
min_diff = min(min_diff, block_diff[block_diff > 0].min())
|
||||
max_diff = max(max_diff, block_diff.max())
|
||||
out_ds.GetRasterBand(1).WriteArray(block_diff, *block_xy)
|
||||
if send_message is not None:
|
||||
send_message.emit(f'完成{j}/{yblocks}')
|
||||
del ds2
|
||||
del ds1
|
||||
out_ds.FlushCache()
|
||||
del out_ds
|
||||
if send_message is not None:
|
||||
send_message.emit('归一化概率中...')
|
||||
temp_in_ds = gdal.Open(out_tif)
|
||||
|
||||
out_normal_tif = os.path.join(Project().cmi_path, '{}_{}_cmi.tif'.format(layer_parent.name, int(np.random.rand() * 100000)))
|
||||
out_normal_ds = driver.Create(out_normal_tif, xsize, ysize, 1, gdal.GDT_Byte)
|
||||
out_normal_ds.SetGeoTransform(geo)
|
||||
out_normal_ds.SetProjection(proj)
|
||||
# hist = np.zeros(256, dtype=np.int32)
|
||||
for j in range(yblocks+1):
|
||||
block_xy = (0, j * cell_size[1])
|
||||
if block_xy[1] > ysize:
|
||||
break
|
||||
block_size = (xsize, cell_size[1])
|
||||
if block_xy[1] + block_size[1] > ysize:
|
||||
block_size = (xsize, ysize - block_xy[1])
|
||||
block_data = temp_in_ds.ReadAsArray(*block_xy, *block_size)
|
||||
block_data = (block_data - min_diff) / (max_diff - min_diff) * 255
|
||||
block_data = block_data.astype(np.uint8)
|
||||
out_normal_ds.GetRasterBand(1).WriteArray(block_data, *block_xy)
|
||||
# hist_t, _ = np.histogram(block_data, bins=256, range=(0, 256))
|
||||
# hist += hist_t
|
||||
# print(hist)
|
||||
del temp_in_ds
|
||||
del out_normal_ds
|
||||
try:
|
||||
os.remove(out_tif)
|
||||
except:
|
||||
pass
|
||||
if send_message is not None:
|
||||
send_message.emit('欧式距离计算完成')
|
||||
return out_normal_tif
|
||||
|
||||
@VEG_CD.register
|
||||
class ACDAlg(AlgFrontend):
|
||||
|
||||
@staticmethod
|
||||
def get_name():
|
||||
return 'ACD'
|
||||
|
||||
@staticmethod
|
||||
def run_alg(pth1:str,pth2:str,layer_parent:PairLayer,send_message = None, *args, **kargs):
|
||||
|
||||
if send_message is None:
|
||||
class Empty:
|
||||
|
||||
def emit(self, *args, **kws):
|
||||
print(args)
|
||||
send_message = Empty()
|
||||
# send_message.emit = print
|
||||
|
||||
xsize = layer_parent.size[0]
|
||||
ysize = layer_parent.size[1]
|
||||
geo=layer_parent.grid.geo
|
||||
proj=layer_parent.grid.proj
|
||||
#提取公共部分
|
||||
send_message.emit('提取重叠区域数据.....')
|
||||
|
||||
ds2:gdal.Dataset=gdal.Open(pth2)
|
||||
temp_tif2 = os.path.join(Project().other_path,'temp2.tif')
|
||||
start2x,start2y=geo2imageRC(ds2.GetGeoTransform(),layer_parent.mask.xy[0],layer_parent.mask.xy[1])
|
||||
end2x,end2y=geo2imageRC(ds2.GetGeoTransform(),layer_parent.mask.xy[2],layer_parent.mask.xy[3])
|
||||
warp(temp_tif2,ds2,srcWin=[start2x,start2y,xsize,ysize])
|
||||
del ds2
|
||||
send_message.emit('图像二提取完成')
|
||||
|
||||
|
||||
ds1:gdal.Dataset=gdal.Open(pth1)
|
||||
temp_tif1 = os.path.join(Project().other_path, 'temp1.tif')
|
||||
start1x,start1y=geo2imageRC(ds1.GetGeoTransform(),layer_parent.mask.xy[0],layer_parent.mask.xy[1])
|
||||
end1x,end1y=geo2imageRC(ds1.GetGeoTransform(),layer_parent.mask.xy[2],layer_parent.mask.xy[3])
|
||||
warp(temp_tif1,ds1,srcWin=[start1x,start1y,xsize,ysize])
|
||||
del ds1
|
||||
send_message.emit('图像一提取完成')
|
||||
|
||||
|
||||
|
||||
#运算
|
||||
send_message.emit('开始ACD计算.....')
|
||||
time.sleep(0.1)
|
||||
out_normal_tif = os.path.join(Project().cmi_path, '{}_{}_cmi.tif'.format(layer_parent.name, int(np.random.rand() * 100000)))
|
||||
ACD(temp_tif1,temp_tif2,out_normal_tif)
|
||||
#添加投影
|
||||
send_message.emit('录入投影信息.....')
|
||||
time.sleep(0.1)
|
||||
ds=gdal.Open(out_normal_tif,1)
|
||||
ds.SetGeoTransform(geo)
|
||||
ds.SetProjection(proj)
|
||||
del ds
|
||||
|
||||
return out_normal_tif
|
||||
|
||||
|
||||
@VEG_CD.register
|
||||
class AHTAlg(AlgFrontend):
|
||||
|
||||
@staticmethod
|
||||
def get_name():
|
||||
return 'AHT'
|
||||
|
||||
@staticmethod
|
||||
def run_alg(pth1:str,pth2:str,layer_parent:PairLayer,send_message = None, *args, **kargs):
|
||||
|
||||
if send_message is None:
|
||||
class Empty:
|
||||
|
||||
def emit(self, *args, **kws):
|
||||
print(args)
|
||||
send_message = Empty()
|
||||
|
||||
xsize = layer_parent.size[0]
|
||||
ysize = layer_parent.size[1]
|
||||
geo=layer_parent.grid.geo
|
||||
proj=layer_parent.grid.proj
|
||||
#提取公共部分
|
||||
send_message.emit('提取重叠区域数据.....')
|
||||
|
||||
ds2:gdal.Dataset=gdal.Open(pth2)
|
||||
temp_tif2 = os.path.join(Project().other_path,'temp2.tif')
|
||||
start2x,start2y=geo2imageRC(ds2.GetGeoTransform(),layer_parent.mask.xy[0],layer_parent.mask.xy[1])
|
||||
end2x,end2y=geo2imageRC(ds2.GetGeoTransform(),layer_parent.mask.xy[2],layer_parent.mask.xy[3])
|
||||
warp(temp_tif2,ds2,srcWin=[start2x,start2y,xsize,ysize])
|
||||
del ds2
|
||||
send_message.emit('图像二提取完成')
|
||||
|
||||
|
||||
ds1:gdal.Dataset=gdal.Open(pth1)
|
||||
temp_tif1 = os.path.join(Project().other_path, 'temp1.tif')
|
||||
start1x,start1y=geo2imageRC(ds1.GetGeoTransform(),layer_parent.mask.xy[0],layer_parent.mask.xy[1])
|
||||
end1x,end1y=geo2imageRC(ds1.GetGeoTransform(),layer_parent.mask.xy[2],layer_parent.mask.xy[3])
|
||||
warp(temp_tif1,ds1,srcWin=[start1x,start1y,xsize,ysize])
|
||||
del ds1
|
||||
send_message.emit('图像一提取完成')
|
||||
|
||||
|
||||
|
||||
#运算
|
||||
send_message.emit('开始AHT计算.....')
|
||||
time.sleep(0.1)
|
||||
out_normal_tif = os.path.join(Project().cmi_path, '{}_{}_cmi.tif'.format(layer_parent.name, int(np.random.rand() * 100000)))
|
||||
AHT(temp_tif1,temp_tif2,out_normal_tif)
|
||||
#添加投影
|
||||
send_message.emit('录入投影信息.....')
|
||||
time.sleep(0.1)
|
||||
ds=gdal.Open(out_normal_tif,1)
|
||||
ds.SetGeoTransform(geo)
|
||||
ds.SetProjection(proj)
|
||||
del ds
|
||||
|
||||
return out_normal_tif
|
||||
|
||||
|
||||
@VEG_CD.register
|
||||
class OCDAlg(AlgFrontend):
|
||||
|
||||
@staticmethod
|
||||
def get_name():
|
||||
return 'OCD'
|
||||
|
||||
@staticmethod
|
||||
def run_alg(pth1:str,pth2:str,layer_parent:PairLayer,send_message = None, *args, **kargs):
|
||||
|
||||
if send_message is None:
|
||||
class Empty:
|
||||
|
||||
def emit(self, *args, **kws):
|
||||
print(args)
|
||||
send_message = Empty()
|
||||
|
||||
xsize = layer_parent.size[0]
|
||||
ysize = layer_parent.size[1]
|
||||
geo=layer_parent.grid.geo
|
||||
proj=layer_parent.grid.proj
|
||||
#提取公共部分
|
||||
send_message.emit('提取重叠区域数据.....')
|
||||
|
||||
ds2:gdal.Dataset=gdal.Open(pth2)
|
||||
temp_tif2 = os.path.join(Project().other_path,'temp2.tif')
|
||||
start2x,start2y=geo2imageRC(ds2.GetGeoTransform(),layer_parent.mask.xy[0],layer_parent.mask.xy[1])
|
||||
end2x,end2y=geo2imageRC(ds2.GetGeoTransform(),layer_parent.mask.xy[2],layer_parent.mask.xy[3])
|
||||
warp(temp_tif2,ds2,srcWin=[start2x,start2y,xsize,ysize])
|
||||
del ds2
|
||||
send_message.emit('图像二提取完成')
|
||||
|
||||
|
||||
ds1:gdal.Dataset=gdal.Open(pth1)
|
||||
temp_tif1 = os.path.join(Project().other_path, 'temp1.tif')
|
||||
start1x,start1y=geo2imageRC(ds1.GetGeoTransform(),layer_parent.mask.xy[0],layer_parent.mask.xy[1])
|
||||
end1x,end1y=geo2imageRC(ds1.GetGeoTransform(),layer_parent.mask.xy[2],layer_parent.mask.xy[3])
|
||||
warp(temp_tif1,ds1,srcWin=[start1x,start1y,xsize,ysize])
|
||||
del ds1
|
||||
send_message.emit('图像一提取完成')
|
||||
|
||||
|
||||
|
||||
#运算
|
||||
send_message.emit('开始OCD计算.....')
|
||||
time.sleep(0.1)
|
||||
out_normal_tif = os.path.join(Project().cmi_path, '{}_{}_cmi.tif'.format(layer_parent.name, int(np.random.rand() * 100000)))
|
||||
OCD(temp_tif1,temp_tif2,out_normal_tif,Project().other_path)
|
||||
#添加投影
|
||||
send_message.emit('录入投影信息.....')
|
||||
time.sleep(0.1)
|
||||
ds=gdal.Open(out_normal_tif,1)
|
||||
ds.SetGeoTransform(geo)
|
||||
ds.SetProjection(proj)
|
||||
del ds
|
||||
|
||||
return out_normal_tif
|
||||
|
||||
@VEG_CD.register
|
||||
class LHBAAlg(AlgFrontend):
|
||||
|
||||
@staticmethod
|
||||
def get_name():
|
||||
return 'LHBA'
|
||||
|
||||
@staticmethod
|
||||
def run_alg(pth1:str,pth2:str,layer_parent:PairLayer,send_message = None, *args, **kargs):
|
||||
|
||||
if send_message is None:
|
||||
class Empty:
|
||||
|
||||
def emit(self, *args, **kws):
|
||||
print(args)
|
||||
send_message = Empty()
|
||||
|
||||
|
||||
xsize = layer_parent.size[0]
|
||||
ysize = layer_parent.size[1]
|
||||
geo=layer_parent.grid.geo
|
||||
proj=layer_parent.grid.proj
|
||||
#提取公共部分
|
||||
send_message.emit('提取重叠区域数据.....')
|
||||
|
||||
ds2:gdal.Dataset=gdal.Open(pth2)
|
||||
temp_tif2 = os.path.join(Project().other_path,'temp2.tif')
|
||||
start2x,start2y=geo2imageRC(ds2.GetGeoTransform(),layer_parent.mask.xy[0],layer_parent.mask.xy[1])
|
||||
end2x,end2y=geo2imageRC(ds2.GetGeoTransform(),layer_parent.mask.xy[2],layer_parent.mask.xy[3])
|
||||
warp(temp_tif2,ds2,srcWin=[start2x,start2y,xsize,ysize])
|
||||
del ds2
|
||||
send_message.emit('图像二提取完成')
|
||||
|
||||
|
||||
ds1:gdal.Dataset=gdal.Open(pth1)
|
||||
temp_tif1 = os.path.join(Project().other_path, 'temp1.tif')
|
||||
start1x,start1y=geo2imageRC(ds1.GetGeoTransform(),layer_parent.mask.xy[0],layer_parent.mask.xy[1])
|
||||
end1x,end1y=geo2imageRC(ds1.GetGeoTransform(),layer_parent.mask.xy[2],layer_parent.mask.xy[3])
|
||||
warp(temp_tif1,ds1,srcWin=[start1x,start1y,xsize,ysize])
|
||||
del ds1
|
||||
send_message.emit('图像一提取完成')
|
||||
|
||||
#运算
|
||||
send_message.emit('开始LHBA计算.....')
|
||||
time.sleep(0.1)
|
||||
out_normal_tif = os.path.join(Project().cmi_path, '{}_{}_cmi.tif'.format(layer_parent.name, int(np.random.rand() * 100000)))
|
||||
LHBA(temp_tif1,temp_tif2,out_normal_tif)
|
||||
#添加投影
|
||||
send_message.emit('录入投影信息.....')
|
||||
time.sleep(0.1)
|
||||
ds=gdal.Open(out_normal_tif,1)
|
||||
ds.SetGeoTransform(geo)
|
||||
ds.SetProjection(proj)
|
||||
del ds
|
||||
return out_normal_tif
|
||||
|
||||
|
||||
@VEG_CD.register
|
||||
class SHAlg(AlgFrontend):
|
||||
|
||||
@staticmethod
|
||||
def get_name():
|
||||
return 'SH'
|
||||
|
||||
@staticmethod
|
||||
def run_alg(pth1:str,pth2:str,layer_parent:PairLayer,send_message = None, *args, **kargs):
|
||||
|
||||
if send_message is None:
|
||||
class Empty:
|
||||
|
||||
def emit(self, *args, **kws):
|
||||
print(args)
|
||||
send_message = Empty()
|
||||
|
||||
|
||||
|
||||
xsize = layer_parent.size[0]
|
||||
ysize = layer_parent.size[1]
|
||||
geo=layer_parent.grid.geo
|
||||
proj=layer_parent.grid.proj
|
||||
#提取公共部分
|
||||
send_message.emit('提取重叠区域数据.....')
|
||||
|
||||
ds2:gdal.Dataset=gdal.Open(pth2)
|
||||
temp_tif2 = os.path.join(Project().other_path,'temp2.tif')
|
||||
start2x,start2y=geo2imageRC(ds2.GetGeoTransform(),layer_parent.mask.xy[0],layer_parent.mask.xy[1])
|
||||
end2x,end2y=geo2imageRC(ds2.GetGeoTransform(),layer_parent.mask.xy[2],layer_parent.mask.xy[3])
|
||||
warp(temp_tif2,ds2,srcWin=[start2x,start2y,xsize,ysize])
|
||||
del ds2
|
||||
send_message.emit('图像二提取完成')
|
||||
|
||||
|
||||
ds1:gdal.Dataset=gdal.Open(pth1)
|
||||
temp_tif1 = os.path.join(Project().other_path, 'temp1.tif')
|
||||
start1x,start1y=geo2imageRC(ds1.GetGeoTransform(),layer_parent.mask.xy[0],layer_parent.mask.xy[1])
|
||||
end1x,end1y=geo2imageRC(ds1.GetGeoTransform(),layer_parent.mask.xy[2],layer_parent.mask.xy[3])
|
||||
warp(temp_tif1,ds1,srcWin=[start1x,start1y,xsize,ysize])
|
||||
del ds1
|
||||
send_message.emit('图像一提取完成')
|
||||
|
||||
#运算
|
||||
send_message.emit('开始SH计算.....')
|
||||
time.sleep(0.1)
|
||||
out_normal_tif = os.path.join(Project().cmi_path, '{}_{}_cmi.tif'.format(layer_parent.name, int(np.random.rand() * 100000)))
|
||||
SH(temp_tif1,temp_tif2,out_normal_tif)
|
||||
#添加投影
|
||||
send_message.emit('录入投影信息.....')
|
||||
time.sleep(0.1)
|
||||
ds=gdal.Open(out_normal_tif,1)
|
||||
ds.SetGeoTransform(geo)
|
||||
ds.SetProjection(proj)
|
||||
del ds
|
||||
return out_normal_tif
|
||||
Loading…
x
Reference in New Issue
Block a user