Project-MONAI / Project-MONAI/MONAI
HEDJitter Transform
@Ycblue is already working on this.
Since Feb 14, 2023.
- Dominant language
- Python
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Description
For digital pathology applications, color augmentation in hematoxylin & eosin space has been shown to be a useful tool (https://arxiv.org/abs/1902.06543).
Essentially, the transform disentangles an RGB image into hematoxylin and eosin channels, perturbes the channels independently and then transforms the image back into RGB space.
A Pytorch version was already implemented (https://github.com/gatsby2016/Augmentation-PyTorch-Transforms) and I'm wondering if it could be integrated into MONAI.
If there is no ongoing project on this front, I can help implement this feature.
I don't have any experience contributing to MONAI yet, so I would need some assistance if that were the case.
Cheers.
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