macrobot.helpers¶
Image helper functions.
Module Contents¶
Functions¶
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Performing a white balance on a single channel. |
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Performing a white balance on a 3-channel image. |
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Extract min or max intensity projection. |
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Extract the saturation channel of a 3-channel image from the HSV color space. |
Attributes¶
- macrobot.helpers.__author__ = 'Stefanie Lueck'¶
- macrobot.helpers.__copyright__ = 'Stefanie Lueck'¶
- macrobot.helpers.__license__ = 'NonCommercial-ShareAlike 2.0 Generic (CC BY-NC-SA 2.0) License'¶
- macrobot.helpers.wb_helper(channel, perc=0.05)¶
Performing a white balance on a single channel.
- Parameters
channel (numpy array.) – 1-channel image.
perc (float) – Percentile.
- Returns
The channel after white balance.
- Return type
numpy array
- macrobot.helpers.whitebalance(image)¶
Performing a white balance on a 3-channel image.
Similar to GIMP white balance method.
- Parameters
image (numpy array.) – 3-channel image.
- Returns
The 3-channel image after white balance.
- Return type
numpy array
- macrobot.helpers.rgb_features(image_array, feature_type)¶
Extract min or max intensity projection.
Example Maximum RGB=[50,100,79] -> max_rgb=[0, 100, 0]
Example Minimum RGB=[50,100,79] -> min_rgb=[50, 0, 0].
- Parameters
image_array (numpy array.) – 3-channel image.
feature_type (numpy array.) – minimum or maximum
- Returns
The 3-channel image after intensity projection.
- Return type
numpy array
- macrobot.helpers.get_saturation(image)¶
Extract the saturation channel of a 3-channel image from the HSV color space.
- Parameters
image (numpy array.) – 3-channel image.
- Returns
The 1-channel image saturation channel.
- Return type
numpy array
- macrobot.helpers.save_img_array()¶