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iCys User Guide

iCys User Guide

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Using the iNovator Toolkit iNovator-specific Protocol Modules<br />

➣ To perform a morphological erode, dilate, open or close:<br />

1. Click to open the module. For all of these functions, a similar dialog box displays.<br />

2. In the Structuring Element panel, specify the shape and size of the kernel you<br />

want to morph.<br />

Watershed Module<br />

The Watershed module performs watershed segmentation. Watershed segmentation is<br />

a process of using erosion and dilation (discussed in “Binary Image Filtering—Erode,<br />

Dilate, Open, Close Modules” on page B-15) on a Euclidean distance map to separate<br />

closely spaced or overlapping events. A grayscale image is generated from the binary<br />

image using a Euclidean distance map technique. A grayscale pixel value is generated<br />

for the positive pixels based on the distance of that pixel from the nearest background<br />

pixel. Localized peaks (called Ultimate Eroded Points or UEPs) are identified and the<br />

image eroded back to these UEPs. The image is then dilated until the positive pixels<br />

meet the original background boundary or until a second, dilating UEP is encountered.<br />

The dilation is stopped short of joining the UEPs, thus developing the intended<br />

separation. Various parameters may be set by the user to affect how this process<br />

proceeds.<br />

Tip: To create a binary image for input to the Watershed module, call the<br />

Threshold module before calling the filtering module. The Threshold<br />

module produces binary output.<br />

Figure B-12 shows a different image after watershed segmentation.<br />

B-18 <strong>iCys</strong> Research Imaging Cytometer <strong>User</strong> <strong>Guide</strong> Revision B

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