kleinzcy / SASSnet

Shape-aware Semi-supervised 3D Semantic Segmentation for Medical Images

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Questions about the effect of SDF on 2D images

woaicv opened this issue · comments

Hello, I am very sorry to disturb you. First of all, thank you very much for your excellent work, and I have a question. Your experiments were done on 3D images, and they have excellent results. I would like to ask you if this SDF map will work on 2D images, and I feel that this distance map should also work on 2D images, right? I hope you can answer me, thank you very much!

commented

Yes, SDF map can work on 2D images.

Thank you very much for your reply! I'll do some experiments to see the results.

Hello, I am very sorry to bother you again, I use sdf for the detection of two classifications in IR. I am testing the effectiveness of sdf in fully supervised state, but there is a situation that the sdf loss has been at a very high value without decreasing, and the segmentation loss I used is IOU loss. i have no experience and don't know from which aspect to consider. I look forward to your reply. Thank you very much!

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