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Inter-panel cropping method. (#810)
* Inter-panel cropping method. * 1. Save interpanelcrop option. 2. Update readme with the the new interpanelcrop argument. 3. Add a tooltip to the inter-panel crop box.
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@@ -163,6 +163,8 @@ PROCESSING:
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Set cropping power [Default=1.0]
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--cm CROPPINGM, --croppingminimum CROPPINGM
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Set cropping minimum area ratio [Default=0.0]
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--ipc INTERPANELCROP, --interpanelcrop INTERPANELCROP
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Crop empty sections. 0: Disabled 1: Horizontally 2: Both [Default=0]
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--blackborders Disable autodetection and force black borders
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--whiteborders Disable autodetection and force white borders
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--forcecolor Don't convert images to grayscale
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13
gui/KCC.ui
13
gui/KCC.ui
@@ -237,6 +237,19 @@
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</property>
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</widget>
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</item>
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<item row="6" column="2">
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<widget class="QCheckBox" name="interPanelCropBox">
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<property name="toolTip">
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<string><html><head/><body><p><span style=" font-weight:600; text-decoration: underline;">Unchecked - Disabled<br/></span>Disabled</p><p><span style=" font-weight:600; text-decoration: underline;">Indeterminate - Horizontal<br/></span>Crop empty horizontal lines.</p><p><span style=" font-weight:600; text-decoration: underline;">Checked - Both<br/></span>Crop empty horizontal and vertical lines.</p></body></html></string>
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</property>
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<property name="text">
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<string>Inter-panel crop</string>
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</property>
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<property name="tristate">
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<bool>true</bool>
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</property>
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</widget>
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</item>
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</layout>
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</widget>
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</item>
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@@ -244,6 +244,7 @@ class WorkerThread(QThread):
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options.cropping = GUI.croppingBox.checkState().value
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if GUI.croppingBox.checkState() != Qt.CheckState.Unchecked:
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options.croppingp = float(GUI.croppingPowerValue)
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options.interpanelcrop = GUI.interPanelCropBox.checkState().value
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if GUI.borderBox.checkState() == Qt.CheckState.PartiallyChecked:
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options.white_borders = True
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elif GUI.borderBox.checkState() == Qt.CheckState.Checked:
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@@ -789,6 +790,7 @@ class KCCGUI(KCC_ui.Ui_mainWindow):
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'gammaBox': GUI.gammaBox.checkState().value,
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'croppingBox': GUI.croppingBox.checkState().value,
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'croppingPowerSlider': float(self.croppingPowerValue) * 100,
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'interPanelCropBox': GUI.interPanelCropBox.checkState().value,
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'upscaleBox': GUI.upscaleBox.checkState().value,
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'borderBox': GUI.borderBox.checkState().value,
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'webtoonBox': GUI.webtoonBox.checkState().value,
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@@ -138,6 +138,12 @@ class Ui_mainWindow(object):
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self.gridLayout_2.addWidget(self.authorEdit, 0, 0, 1, 1)
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self.interPanelCropBox = QCheckBox(self.optionWidget)
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self.interPanelCropBox.setObjectName(u"interPanelCropBox")
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self.interPanelCropBox.setTristate(True)
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self.gridLayout_2.addWidget(self.interPanelCropBox, 6, 2, 1, 1)
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self.gridLayout.addWidget(self.optionWidget, 5, 0, 1, 2)
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@@ -444,6 +450,10 @@ class Ui_mainWindow(object):
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self.authorEdit.setToolTip(QCoreApplication.translate("mainWindow", u"Default Author is KCC", None))
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#endif // QT_CONFIG(tooltip)
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self.authorEdit.setPlaceholderText(QCoreApplication.translate("mainWindow", u"Default Author", None))
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#if QT_CONFIG(tooltip)
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self.interPanelCropBox.setToolTip(QCoreApplication.translate("mainWindow", u"<html><head/><body><p><span style=\" font-weight:600; text-decoration: underline;\">Unchecked - Disabled<br/></span>Disabled</p><p><span style=\" font-weight:600; text-decoration: underline;\">Indeterminate - Horizontal<br/></span>Crop empty horizontal lines.</p><p><span style=\" font-weight:600; text-decoration: underline;\">Checked - Both<br/></span>Crop empty horizontal and vertical lines.</p></body></html>", None))
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#endif // QT_CONFIG(tooltip)
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self.interPanelCropBox.setText(QCoreApplication.translate("mainWindow", u"Inter-panel crop", None))
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self.gammaLabel.setText(QCoreApplication.translate("mainWindow", u"Gamma: Auto", None))
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self.croppingPowerLabel.setText(QCoreApplication.translate("mainWindow", u"Cropping power:", None))
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#if QT_CONFIG(tooltip)
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@@ -612,6 +612,8 @@ def imgFileProcessing(work):
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img.cropPageNumber(opt.croppingp, opt.croppingm)
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if opt.cropping > 0 and not opt.webtoon:
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img.cropMargin(opt.croppingp, opt.croppingm)
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if opt.interpanelcrop > 0:
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img.cropInterPanelEmptySections("horizontal" if opt.interpanelcrop == 1 else "both")
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img.autocontrastImage()
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img.resizeImage()
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if opt.forcepng and not opt.forcecolor:
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@@ -1013,6 +1015,8 @@ def makeParser():
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help="Set cropping power [Default=1.0]")
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processing_options.add_argument("--cm", "--croppingminimum", type=float, dest="croppingm", default="0.0",
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help="Set cropping minimum area ratio [Default=0.0]")
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processing_options.add_argument("--ipc", "--interpanelcrop", type=int, dest="interpanelcrop", default="0",
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help="Crop empty sections. 0: Disabled 1: Horizontally 2: Both [Default=0]")
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processing_options.add_argument("--blackborders", action="store_true", dest="black_borders", default=False,
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help="Disable autodetection and force black borders")
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processing_options.add_argument("--whiteborders", action="store_true", dest="white_borders", default=False,
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28
kindlecomicconverter/common_crop.py
Normal file
28
kindlecomicconverter/common_crop.py
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@@ -0,0 +1,28 @@
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def threshold_from_power(power):
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return 240-(power*64)
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'''
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Groups close values together
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'''
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def group_close_values(vals, max_dist_tolerated):
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groups = []
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group_start = -1
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group_end = 0
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for i in range(len(vals)):
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dist = vals[i] - group_end
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if group_start == -1:
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group_start = vals[i]
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group_end = vals[i]
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elif dist <= max_dist_tolerated:
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group_end = vals[i]
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else:
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groups.append((group_start, group_end))
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group_start = -1
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group_end = -1
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if group_start != -1:
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groups.append((group_start, group_end))
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return groups
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@@ -24,6 +24,7 @@ import mozjpeg_lossless_optimization
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from PIL import Image, ImageOps, ImageStat, ImageChops, ImageFilter
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from .shared import md5Checksum
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from .page_number_crop_alg import get_bbox_crop_margin_page_number, get_bbox_crop_margin
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from .inter_panel_crop_alg import crop_empty_inter_panel
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AUTO_CROP_THRESHOLD = 0.015
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@@ -390,6 +391,8 @@ class ComicPage:
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if bbox:
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self.maybeCrop(bbox, minimum)
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def cropInterPanelEmptySections(self, direction):
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self.image = crop_empty_inter_panel(self.image, direction, background_color=self.fill)
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class Cover:
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def __init__(self, source, target, opt, tomeid):
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76
kindlecomicconverter/inter_panel_crop_alg.py
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76
kindlecomicconverter/inter_panel_crop_alg.py
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@@ -0,0 +1,76 @@
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from PIL import Image, ImageFilter, ImageOps
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import numpy as np
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from typing import Literal
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from .common_crop import threshold_from_power, group_close_values
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'''
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Crops inter-panel empty spaces (ignores empty spaces near borders - for that use crop margins).
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Parameters:
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img (PIL image): A PIL image.
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direction (horizontal or vertical or both): To crop rows (horizontal), cols (vertical) or both.
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keep (float): Distance to keep between panels after cropping (in percentage relative to the original distance).
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background_color (string): 'white' for white background, anything else for black.
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Returns:
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img (PIL image): A PIL image after cropping empty sections.
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'''
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def crop_empty_inter_panel(img, direction: Literal["horizontal", "vertical", "both"], keep=0.04, background_color='white'):
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img_temp = img
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if img.mode != 'L':
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img_temp = ImageOps.grayscale(img)
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if background_color != 'white':
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img_temp = ImageOps.invert(img)
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img_mat = np.array(img)
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power = 1
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img_temp = ImageOps.autocontrast(img_temp, 1).filter(ImageFilter.BoxBlur(1))
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img_temp = img_temp.point(lambda p: 255 if p <= threshold_from_power(power) else 0)
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if direction in ["horizontal", "both"]:
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rows_idx_to_remove = empty_sections(img_temp, keep, horizontal=True)
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img_mat = np.delete(img_mat, rows_idx_to_remove, 0)
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if direction in ["vertical", "both"]:
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cols_idx_to_remove = empty_sections(img_temp, keep, horizontal=False)
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img_mat = np.delete(img_mat, cols_idx_to_remove, 1)
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return Image.fromarray(img_mat)
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'''
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Finds empty sections (excluding near borders).
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Parameters:
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img (PIL image): A PIL image.
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keep (float): Distance to keep between panels after cropping (in percentage relative to the original distance).
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horizontal (boolean): True to find empty rows, False to find empty columns.
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Returns:
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Itertable (list or NumPy array): indices of rows or columns to remove.
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'''
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def empty_sections(img, keep, horizontal=True):
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axis = 1 if horizontal else 0
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img_mat = np.array(img)
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img_mat_max = np.max(img_mat, axis=axis)
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img_mat_empty_idx = np.where(img_mat_max == 0)[0]
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empty_sections = group_close_values(img_mat_empty_idx, 1)
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sections_to_remove = []
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for section in empty_sections:
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if section[1] < img.size[1] * 0.99 and section[0] > img.size[1] * 0.01: # if not near borders
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sections_to_remove.append(section)
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if len(sections_to_remove) != 0:
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sections_to_remove_after_keep = [(int(x1+(keep/2)*(x2-x1)), int(x2-(keep/2)*(x2-x1))) for x1,x2 in sections_to_remove]
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idx_to_remove = np.concatenate([np.arange(x1, x2) for x1,x2 in sections_to_remove_after_keep])
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return idx_to_remove
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return []
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@@ -1,5 +1,7 @@
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from PIL import ImageOps, ImageFilter
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import numpy as np
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from .common_crop import threshold_from_power, group_close_values
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'''
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Some assupmptions on the page number sizes
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@@ -51,12 +53,11 @@ def get_bbox_crop_margin_page_number(img, power=1, background_color='white'):
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threshold = threshold_from_power(power)
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bw_img = img.point(lambda p: 255 if p <= threshold else 0)
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bw_bbox = bw_img.getbbox()
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if not bw_bbox: # bbox cannot be found in case that the entire resulted image is black.
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return None
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left, top_y_pos, right, bot_y_pos = bw_bbox
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'''
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We inspect the lower bottom part of the image where we suspect might be a page number.
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We assume that page number consist of 1 to 3 digits and the total min and max size of the number
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@@ -73,7 +74,7 @@ def get_bbox_crop_margin_page_number(img, power=1, background_color='white'):
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img_part_mat = np.array(img_part)
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window_groups = []
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for i in range(img_part.size[1]):
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row_groups = [(g[0], g[1], i, i) for g in group_pixels(img_part_mat[i], img.size[0]*max_dist_size[0], threshold)]
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row_groups = [(g[0], g[1], i, i) for g in group_close_values(np.where(img_part_mat[i] <= threshold)[0], img.size[0]*max_dist_size[0])]
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window_groups.extend(row_groups)
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window_groups = np.array(window_groups)
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@@ -109,7 +110,6 @@ def get_bbox_crop_margin_page_number(img, power=1, background_color='white'):
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cropped_bbox = (0, 0, img.size[0], bot_y_pos-(window_h-boxes_in_same_y_range[0][2]+1))
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cropped_bbox = bw_img.crop(cropped_bbox).getbbox()
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return cropped_bbox
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@@ -145,33 +145,6 @@ def get_bbox_crop_margin(img, power=1, background_color='white'):
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return bw_img.getbbox()
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'''
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Groups close pixels together (x axis)
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'''
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def group_pixels(row, max_dist_tolerated, threshold):
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groups = []
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idx = np.where(row <= threshold)[0]
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group_start = -1
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group_end = 0
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for i in range(len(idx)):
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dist = idx[i] - group_end
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if group_start == -1:
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group_start = idx[i]
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group_end = idx[i]
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elif dist <= max_dist_tolerated:
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group_end = idx[i]
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else:
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groups.append((group_start, group_end))
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group_start = -1
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group_end = -1
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if group_start != -1:
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groups.append((group_start, group_end))
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return groups
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def box_intersect(box1, box2, max_dist):
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return not (box2[0]-max_dist[0] > box1[1]
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or box2[1]+max_dist[0] < box1[0]
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@@ -209,7 +182,3 @@ def merge_boxes(boxes, max_dist_tolerated):
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else:
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j += 1
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return boxes
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def threshold_from_power(power):
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return 240-(power*64)
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