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[nodes] imageProcessing: metadata feature #970

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merged 10 commits into from Jul 19, 2020
Merged

[nodes] imageProcessing: metadata feature #970

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0c69fcf
[nodes] ImageProcessing: add metadata input folder
mc-risson Jun 29, 2020
ea72cef
[nodes] imageProcessing: add a checkbox for the Sharpen Filter
dsmtE Jun 29, 2020
fc55a64
[nodes] ImageProcessing: use advanced StringParams for metadataFolders
dsmtE Jun 29, 2020
d9279fe
[nodes] imageProcessing: group and rename filters params
dsmtE Jun 29, 2020
dcc41a6
[nodes] imageProcessing: Add Noise Filtering option
dsmtE Jul 1, 2020
fadb1b4
[nodes] imageProcessing: output format option
dsmtE Jul 2, 2020
67a87a5
[nodes] imageProcessing: fix outputImages value
dsmtE Jul 17, 2020
6888322
[nodes] ImageProcessing: bug fix and minor code simplification
fabiencastan Jul 18, 2020
bf278e4
[nodes] ImageProcessing: remove useless comment
fabiencastan Jul 18, 2020
40c35fa
[nodes] ImageProcessing: change advanced status
fabiencastan Jul 18, 2020
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261 changes: 181 additions & 80 deletions meshroom/nodes/aliceVision/ImageProcessing.py
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Expand Up @@ -4,6 +4,29 @@

import os.path

def outputImagesValueFunct(attr):
basename = os.path.basename(attr.node.input.value)
fileStem = os.path.splitext(basename)[0]
inputExt = os.path.splitext(basename)[1]
outputExt = ('.' + attr.node.extension.value) if attr.node.extension.value else None

if inputExt in ['.abc', '.sfm']:
# If we have an SfM in input
return desc.Node.internalFolder + '*' + (outputExt or '.*')

if inputExt:
# if we have one or multiple files in input
return desc.Node.internalFolder + fileStem + (outputExt or inputExt)

if '*' in fileStem:
# The fileStem of the input param is a regular expression,
# so even if there is no file extension,
# we consider that the expression represents files.
return desc.Node.internalFolder + fileStem + (outputExt or '.*')

# No extension and no expression means that the input param is a folder path
return desc.Node.internalFolder + '*' + (outputExt or '.*')


class ImageProcessing(desc.CommandLineNode):
commandLine = 'aliceVision_utils_imageProcessing {allParams}'
Expand All @@ -25,8 +48,8 @@ class ImageProcessing(desc.CommandLineNode):
),
desc.ListAttribute(
elementDesc=desc.File(
name="imagesFolder",
label="Images Folder",
name="inputFolder",
label="input Folder",
description="",
value="",
uid=[0],
Expand All @@ -35,6 +58,18 @@ class ImageProcessing(desc.CommandLineNode):
label="Images input Folders",
description='Use images from specific folder(s).',
),
desc.ListAttribute(
elementDesc=desc.StringParam(
name="metadataFolder",
label="Metadata Folder",
description="",
value="",
uid=[0],
),
name="metadataFolders",
label="Metadata input Folders",
description='Use images metadata from specific folder(s).',
),
desc.ChoiceParam(
name='extension',
label='Output File Extension',
Expand Down Expand Up @@ -89,83 +124,149 @@ class ImageProcessing(desc.CommandLineNode):
value=False,
uid=[0],
),
desc.IntParam(
name='sharpenWidth',
label='Sharpen Width',
description='Sharpen Width.',
value=1,
range=(1, 9, 2),
uid=[0],
),
desc.FloatParam(
name='sharpenContrast',
label='Sharpen Contrast',
description='Sharpen Contrast.',
value=1.0,
range=(0.0, 100.0, 0.1),
uid=[0],
),
desc.FloatParam(
name='sharpenThreshold',
label='Sharpen Threshold',
description='Sharpen Threshold.',
value=0.0,
range=(0.0, 1.0, 0.01),
uid=[0],
),
desc.BoolParam(
name='bilateralFilter',
label='Bilateral Filter',
description='Bilateral Filter.',
value=False,
uid=[0],
),
desc.IntParam(
name='bilateralFilterDistance',
label='Bilateral Filter Distance',
description='Diameter of each pixel neighborhood that is used during bilateral filtering.\nCould be very slow for large filters, so it is recommended to use 5.',
value=0,
range=(0, 9, 1),
uid=[0],
),
desc.FloatParam(
name='bilateralFilterSigmaSpace',
label='Bilateral Filter Sigma Space',
description='Bilateral Filter sigma in the coordinate space.',
value=0.0,
range=(0.0, 150.0, 0.01),
uid=[0],
),
desc.FloatParam(
name='bilateralFilterSigmaColor',
label='Bilateral Filter Sigma Color Space',
description='Bilateral Filter sigma in the color space.',
value=0.0,
range=(0.0, 150.0, 0.01),
uid=[0],
),
desc.BoolParam(
name='claheFilter',
label='Clahe Filter',
description='Use Contrast Limited Adaptive Histogram Equalization (CLAHE) Filter.',
value=False,
uid=[0],
),
desc.FloatParam(
name='claheClipLimit',
label='Clahe Clip Limit.',
description='Sets Threshold For Contrast Limiting.',
value=4.0,
range=(0.0, 8.0, 1.0),
uid=[0],
),
desc.IntParam(
name='claheTileGridSize',
label='Clahe Tile Grid Size.',
description='Sets Size Of Grid For Histogram Equalization. Input Image Will Be Divided Into Equally Sized Rectangular Tiles.',
value=8,
range=(4, 64, 4),
uid=[0],
desc.GroupAttribute(name="sharpenFilter", label="Sharpen Filter", description="Sharpen Filtering Parameters.", joinChar=":", groupDesc=[
desc.BoolParam(
name='enabled',
label='Enable',
description='Use sharpen.',
value=False,
uid=[0],
),
desc.IntParam(
name='width',
label='Width',
description='Sharpen Width.',
value=3,
range=(1, 9, 2),
uid=[0],
),
desc.FloatParam(
name='contrast',
label='Contrast',
description='Sharpen Contrast.',
value=1.0,
range=(0.0, 100.0, 0.1),
uid=[0],
),
desc.FloatParam(
name='threshold',
label='Threshold',
description='Sharpen Threshold.',
value=0.0,
range=(0.0, 1.0, 0.01),
uid=[0],
),
]),
desc.GroupAttribute(name="bilateralFilter", label="Bilateral Filter", description="Bilateral Filtering Parameters.", joinChar=":", groupDesc=[
desc.BoolParam(
name='bilateralFilterEnabled',
label='Enable',
description='Bilateral Filter.',
value=False,
uid=[0],
),
desc.IntParam(
name='bilateralFilterDistance',
label='Distance',
description='Diameter of each pixel neighborhood that is used during bilateral filtering.\nCould be very slow for large filters, so it is recommended to use 5.',
value=0,
range=(0, 9, 1),
uid=[0],
),
desc.FloatParam(
name='bilateralFilterSigmaSpace',
label='Sigma Coordinate Space',
description='Bilateral Filter sigma in the coordinate space.',
value=0.0,
range=(0.0, 150.0, 0.01),
uid=[0],
),
desc.FloatParam(
name='bilateralFilterSigmaColor',
label='Sigma Color Space',
description='Bilateral Filter sigma in the color space.',
value=0.0,
range=(0.0, 150.0, 0.01),
uid=[0],
),
]),
desc.GroupAttribute(name="claheFilter", label="Clahe Filter", description="Clahe Filtering Parameters.", joinChar=":", groupDesc=[
desc.BoolParam(
name='claheEnabled',
label='Enable',
description='Use Contrast Limited Adaptive Histogram Equalization (CLAHE) Filter.',
value=False,
uid=[0],
),
desc.FloatParam(
name='claheClipLimit',
label='Clip Limit',
description='Sets Threshold For Contrast Limiting.',
value=4.0,
range=(0.0, 8.0, 1.0),
uid=[0],
),
desc.IntParam(
name='claheTileGridSize',
label='Tile Grid Size',
description='Sets Size Of Grid For Histogram Equalization. Input Image Will Be Divided Into Equally Sized Rectangular Tiles.',
value=8,
range=(4, 64, 4),
uid=[0],
),
]),
desc.GroupAttribute(name="noiseFilter", label="Noise Filter", description="Noise Filtering Parameters.", joinChar=":", groupDesc=[
desc.BoolParam(
name='noiseEnabled',
label='Enable',
description='Add Noise.',
value=False,
uid=[0],
),
desc.ChoiceParam(
name='noiseMethod',
label='Method',
description=" * method: There are several noise types to choose from:\n"
" * uniform: adds noise values uninformly distributed on range [A,B).\n"
" * gaussian: adds Gaussian (normal distribution) noise values with mean value A and standard deviation B.\n"
" * salt: changes to value A a portion of pixels given by B.\n",
value='uniform',
values=['uniform', 'gaussian', 'salt'],
exclusive=True,
uid=[0],
),
desc.FloatParam(
name='noiseA',
label='A',
description='Parameter that have a different interpretation depending on the method chosen.',
value=0.0,
range=(0.0, 1.0, 0.0001),
uid=[0],
),
desc.FloatParam(
name='noiseB',
label='B',
description='Parameter that have a different interpretation depending on the method chosen.',
value=1.0,
range=(0.0, 1.0, 0.0001),
uid=[0],
),
desc.BoolParam(
name='noiseMono',
label='Mono',
description='If is Checked, a single noise value will be applied to all channels otherwise a separate noise value will be computed for each channel.',
value=True,
uid=[0],
),
]),
desc.ChoiceParam(
name='outputFormat',
label='Output Image Format',
description='Allows you to choose the format of the output image.',
value='rgba',
values=['rgba', 'rgb', 'grayscale'],
exclusive=True,
uid=[0],
),
desc.ChoiceParam(
name='verboseLevel',
Expand Down Expand Up @@ -198,7 +299,7 @@ class ImageProcessing(desc.CommandLineNode):
name='outputImages',
label='Output Images',
description='Output Image Files.',
value=lambda attr: desc.Node.internalFolder + os.path.basename(attr.node.input.value) if (os.path.splitext(attr.node.input.value)[1] not in ['', '.abc', '.sfm']) else (desc.Node.internalFolder + '*.' + (attr.node.extension.value or '*')),
value= outputImagesValueFunct,
group='', # do not export on the command line
uid=[],
),
Expand Down