| AbstractBufferedImageFeatureGenerator |
Abstract base class for BufferedImage feature generators.
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| AbstractCountColor |
Ancestor for feature generators that count pixels based on color.
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| AbstractScript |
Ancestor for BufferedImage feature generator scripts.
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| AbstractScriptedFeatureGenerator |
Abstract ancestor for BufferedImage feature generator that execute external scripts.
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| Barcode |
Decodes any barcode in the image.
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| BasicStatistics |
Calculates min/max/mean/median/stdev for each channel (R,G,B).
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| ColorCounts |
Counts the occurrences of colors in the image (alpha channel gets ignored).
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| CountColor |
Counts the occurrences of a specific color (alpha channel gets ignored).
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| CountColorOutside |
| Dimensions |
Outputs the dimensions of the image: width, height, area, ratio.
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| Eccentricity |
Computes the eccentricity of the object.
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| Entropy |
Calculates the Shannon entropy of an image.
Original code taken from here:
http://stackoverflow.com/a/22280200
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| FilteredBufferedImageFeatureGenerator |
Applies the filter (an image transformer) to the image first before generating the features from the transformed images.
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| Histogram |
Turns an image into a histogram.
In case of an 8-bit histogram, the image must already be converted to a gray image.
The number of bins per channel can be chosen as well (1-256).
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| HusMoments |
Calculates Hu's moments.
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| Max |
Simply outputs the RGB value of the brightest pixel.
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| Min |
Simply outputs the RGB value of the darkest pixel.
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| Moment |
Computes the specified moment.
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| MultiBufferedImageFeatureGenerator |
Applies multiple generators to the same image and merges the generated a feature vectors side-by-side.
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| OrientationVector |
Generates a vector that
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| PixelClassifications |
Generates a feature vector for each pixel classification that is stored in the image's report.
Pixel classifications are generated with the adams.flow.transformer.PixelSelector transformer, using the adams.flow.transformer.pixelselector.AddClassification action.
Automatically adds the classification label associated with a classification position in the report as a separate attribute.
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| Pixels |
Gets all the pixels of the image.
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| Scripted |
A feature generator that uses any scripting handler for processing the data with a script located in the specified file.
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