Vehicle-Anti-Theft-Face-Rec.../venv/Lib/site-packages/skimage/viewer/plugins/overlayplugin.py

115 lines
3.3 KiB
Python

from ...util.dtype import dtype_range
from .base import Plugin
from ..utils import ClearColormap, update_axes_image
from ..._shared.version_requirements import is_installed
__all__ = ['OverlayPlugin']
class OverlayPlugin(Plugin):
"""Plugin for ImageViewer that displays an overlay on top of main image.
The base Plugin class displays the filtered image directly on the viewer.
OverlayPlugin will instead overlay an image with a transparent colormap.
See base Plugin class for additional details.
Attributes
----------
overlay : array
Overlay displayed on top of image. This overlay defaults to a color map
with alpha values varying linearly from 0 to 1.
color : int
Color of overlay.
"""
colors = {'red': (1, 0, 0),
'yellow': (1, 1, 0),
'green': (0, 1, 0),
'cyan': (0, 1, 1)}
def __init__(self, **kwargs):
super(OverlayPlugin, self).__init__(**kwargs)
self._overlay_plot = None
self._overlay = None
self.cmap = None
self.color_names = sorted(list(self.colors.keys()))
def attach(self, image_viewer):
super(OverlayPlugin, self).attach(image_viewer)
#TODO: `color` doesn't update GUI widget when set manually.
self.color = 0
@property
def overlay(self):
return self._overlay
@overlay.setter
def overlay(self, image):
self._overlay = image
ax = self.image_viewer.ax
if image is None:
ax.images.remove(self._overlay_plot)
self._overlay_plot = None
elif self._overlay_plot is None:
vmin, vmax = dtype_range[image.dtype.type]
self._overlay_plot = ax.imshow(image, cmap=self.cmap,
vmin=vmin, vmax=vmax)
else:
update_axes_image(self._overlay_plot, image)
if self.image_viewer.useblit:
self.image_viewer._blit_manager.background = None
self.image_viewer.redraw()
@property
def color(self):
return self._color
@color.setter
def color(self, index):
# Update colormap whenever color is changed.
if isinstance(index, str) and \
index not in self.color_names:
raise ValueError("%s not defined in OverlayPlugin.colors" % index)
else:
name = self.color_names[index]
self._color = name
rgb = self.colors[name]
self.cmap = ClearColormap(rgb)
if self._overlay_plot is not None:
self._overlay_plot.set_cmap(self.cmap)
self.image_viewer.redraw()
@property
def filtered_image(self):
"""Return filtered image.
This "filtered image" is used when saving from the plugin.
"""
return self.overlay
def display_filtered_image(self, image):
"""Display filtered image as an overlay on top of image in viewer."""
self.overlay = image
def closeEvent(self, event):
# clear overlay from ImageViewer on close
self.overlay = None
super(OverlayPlugin, self).closeEvent(event)
def output(self):
"""Return the overlaid image.
Returns
-------
overlay : array, same shape as image
The overlay currently displayed.
data : None
"""
return (self.overlay, None)