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Object-classication using template matching

Template-matchingNearest-neighborsImage-classification
l.thomas profile image
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Jan 29, 2019 9:07 AM
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This workflow allows to classify a single object in an image using a set of user-provided templates each corresponding to a class for the classification. The classication relies on template matching (pixel-comparison), ie the algorithm first find the object in the image and then classify it. The result of localisation is not returned in this implementation. Each image will be classified as either containing an object corresponding to one of the template, or as an outlier. NB : Currently this implementation is designed for image with a single object in the image to classify Requires a python3 environment with : - Multi-Template-Matching 1.4 - Matplotlib
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Created with KNIME Analytics Platform version 4.2.2
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    KNIME Base nodesTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.2

    knime
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    KNIME Image ProcessingTrusted extension

    University of Konstanz / KNIME

    Version 1.8.3

    bioml-konstanz
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    KNIME Python Integration

    KNIME AG, Zurich, Switzerland

    Version 4.2.2

    knime
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    KNIME Quick FormsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.2

    knime
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    KNIME SVG SupportTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.2

    knime

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