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dzenanz avatar dzenanz commented on June 3, 2024

If you provide the full image and seeds, I could check it. Alternatively, you could crop your image just to the heart region, because your initialization is only provided there. Cropped images are much smaller. Also please enable compression when saving them.

The initialization you provide should work, at least to some degree. Did you forget to call filter->Update();?

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zhang-qiang-github avatar zhang-qiang-github commented on June 3, 2024

@dzenanz, I have uploaded my data in github, and it also included my code. I do not forget to call filter->Update().

Have ITK implement the geodesic segmentation method? Github provide a GeodisTK, and I have tried it, the result is good:

image

The more clear original image is:

image

But it cost about 40s in my computer. Hope ITK can implement it and speed it up.

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dzenanz avatar dzenanz commented on June 3, 2024

Thanks for reporting this. PR #9 fixes this for me. Can you confirm?

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zhang-qiang-github avatar zhang-qiang-github commented on June 3, 2024

@dzenanz Yes, the segmentation result is OK. In addition, as mentioned by @lassoan:

In Slicer, we significantly improved speed, robustness, memory usage and added a very important feature: masking (so that you can restrict segmentation with a binary mask), and an occasionally useful feature: seed locality (adding a distance penalty term to make segmentation results more consistent in images that contain very-low-noise regions).

The Slicer has an feature: seed locality:
image

But this ITK module do not include this feature. Could you please implement this feature in ITK module?

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dzenanz avatar dzenanz commented on June 3, 2024

Could you please implement this feature in ITK module?

Yes, I plan to (see #3) sometime this month.

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