Analyze_​Particles

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This workflow performs very simple image segmentation and object feature calculation on ImageJ’s Blobs sample image. It is modeled after an equivalent ImageJ macro:

// read the image data
//run("Blobs (25K)");
open("blobs.tif");

// preprocessing -- image smoothing
run("Duplicate...", " ");
run("Median...", "radius=1");

// thresholding -- separate foreground from background
setAutoThreshold("Huang");

// morphological operations -- erode x2
run("Create Mask");
setOption("BlackBackground", false);
run("Erode");
run("Erode");

// define measurements
run("Set Measurements...", "area mean standard redirect=None decimal=3");

// segment objects -- i.e. connected component analysis
run("Analyze Particles...", "add");

// cleanup temporary images
close();
close();

// measure objects on the original data
selectWindow("blobs.tif");
roiManager("Measure");

// save the measurements to a CSV file
saveAs("Results", "measurements.csv");

Nodes

• Connected Component Analysis2 ×
• CSV Writer1 ×
• Global Thresholder1 ×
• Image Reader1 ×
• Image Segment Features1 ×
• Joiner1 ×
• Median Filter1 ×
• Morphological Image Operations1 ×
• Morphological Labeling Operations1 ×
• Structuring Element Creator1 ×

Extensions

• FeatureKNIME Base nodes
• FeatureKNIME Image Processing

Links

• ImageJ

  imagej.net