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KNIME Image Processing Extension
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The KNIME Image Processing Extension adds new nodes to KNIME (www.knime.org) to e.g. read more than 100 different kinds of images (thanks to the Bio-Formats API), apply well known methods for preprocessing, image segmentation and classification. Most of the included nodes operate on multi-dimensional image data (e.g. videos, 3D images, multi-channel images or even a combination of them), which is made possible by the ImgLib2-API. In addition several nodes are included to calculate image features (e.g. zernike-, texture- or histogram features) for segmented images (e.g. a single cell). These feature vectors can then be used to apply machine learning methods in order to train and apply a classifier.
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The KNIME Image Processing Extension adds new nodes to [KNIME Analytics Platform](https://knime.com) to, e.g. read more than 100 different kinds of images (thanks to the Bio-Formats library), apply well-known methods for preprocessing, image segmentation, and classification. Most of the included nodes operate on multi-dimensional image data (e.g. videos, 3D images, multi-channel images or even a combination of them), which is made possible by [ImgLib2](https://imagej.net/ImgLib2). In addition, several nodes to calculate image features (e.g. zernike-, texture- or histogram features) for segmented images (e.g. a single cell) are included. These feature vectors can be used to apply machine learning methods in order to train and apply a classifier.
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The KNIME Image Processing Extension currently provides about 90 nodes for (pre)-processing, filtering, segmentation, feature extraction, various views, ....
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The KNIME Image Processing Extension currently provides about 90 nodes for (pre)processing, filtering, segmentation, feature extraction, various views, ....
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For more information how to install/use KNIME Image Processing see:
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http://tech.knime.org/community/image-processing
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https://www.knime.com/community/image-processing
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Example Workflows can be found at:
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http://tech.knime.org/community/image-processing#exampleworkflows
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https://hub.knime.com/knime/spaces/Examples/latest/99_Community/01_Image_Processing/
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KNIME Image Processing Webinar on YouTube (03/25/2014):
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http://www.youtube.com/watch?v=MqSIyqmm3EU&feature=youtu.be&a
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# Package Organization
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Package Organization
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* `org.knime.knip.core`: Logic/Algorithms/DataStructures/Views independent of KNIME
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* `org.knime.knip.base`: KNIME Image Processing Nodes wrapping core and providing dedicated KNIME Image Processing functionality (NodeModels etc).
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* `org.knime.knip.feature`: Eclipse feature for org.knime.knip.core and org.knime.knip.base
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* `org.knime.knip.testing`: KNIME Image Processing Testing nodes, e.g. for regressions tests.
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* `org.knime.knip.testing.feature`: Eclipse feature for KNIME Image Processing Testings nodes.
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* `org.knime.knip.io`: Image Reader/Image Writer for KNIME Image Processing.
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* `org.knime.knip.update`: Eclipse update site for KNIME Image Processing and depedencies.
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* `org.knime.knip.tracking`: TrackMate Tracking integration.
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* org.knime.knip.core: Logic/Algorithms/DataStructures/Views independent of KNIME
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* org.knime.knip.base: KNIME Image Processing Nodes wrapping core and providing dedicated KNIME Image Processing functionality (NodeModels etc).
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* org.knime.knip.feature: Eclipse feature for org.knime.knip.core and org.knime.knip.base
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* org.knime.knip.testing: KNIME Image Processing Testing nodes, e.g. for regressions tests.
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* org.knime.knip.testing.feature: Eclipse feature for KNIME Image Processing Testings nodes.
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* org.knime.knip.io: Image Reader/Image Writer for KNIME Image Processing.
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* org.knime.knip.update: Eclipse update site for KNIME Image Processing and depedencies.
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* org.knime.knip.tracking: TrackMate Tracking integration.
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# For Developers
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For Developers:
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See [this repository](https://github.com/knime-ip/knip-sdk-setup) for instructions.

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