Locally adaptive pixel-based object resizing

File Information

Description

This example shows how to expand seeds dependent on the individual seed characteristics (local conditions) using pixel-based object resizing instead of introducing an object neighborhood and using "image object fusion"-based methods.

Spectral object pixel features, object shape and the whole bandwith of Definiens Developer object features can be used to restrict or control the reshaping process. The algorithms "Pixel-based Object Resizing" and "Multi Threshold Segmentation" support object variables as local condition.

The method could look like this in a word model:

1) find seeds
2) resize seeds due to the individual seed object conditions:
Example 1: shrink seeds and remove parts that are brighter than twice the minimum value in layer 1 (two Alternatives using "Pixel-based Object Resizing" and "Multi Threshold Segmentation")
Example 2: Shrink seeds to 25% of their initial area

Please refer to the ruleset process comments for more detailed explanations of the CNL implementation.

Software Version
Definiens Developer XD - 1.5
Categories
Other, Human Radiology, Small Animal Radiology, Cell, Tissue
Files in Rule Set
  • Locally Adaptive Pixel-based Object Resizing.dcp(45 KB )
  • Nuclei.tif(67 KB )
  • Clipboard02.jpg(14.0 KB )
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Views
786
Downloads
22
Created
03/29/2011

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