介紹如何解決細胞分割問題。
Another challenge in many cell segmentation tasks is the separation of touching objects of the same class; see Figure 3.
在cell分割影像中,很容易有黏在一起的cell。
To this end, we propose the use of a weighted loss, where the separating background labels between touching cells obtain a large weight in the loss function.
因此在權重上,特別加重黏在一起的細胞權重。(適合同類別細胞的分割)
所以在互相交疊的物體分類蠻適合使用U-net的。
[0] U-net