Improving segmentation of objects with varying sizes in biomedical images using instance-wise and center-of-instance segmentation loss function

F Rachmadi, C Poon, H Skibbe - Medical Imaging with …, 2024 - proceedings.mlr.press
In this paper, we propose a novel two-component loss for biomedical image segmentation
tasks called the Instance-wise and Center-of-Instance (ICI) loss, a loss function that …
被引用次数：5 相关文章

Improving Segmentation of Objects with Varying Sizes in Biomedical Images using Instance-wise and Center-of-Instance Segmentation Loss Function

F Rachmadi, C Poon - Medical Imaging with Deep Learning - openreview.net
In this paper, we propose a novel two-component loss for biomedical image segmentation
tasks called the Instance-wise and Center-of-Instance (ICI) loss, a loss function that …

Improving Segmentation of Objects with Varying Sizes in Biomedical Images using Instance-wise and Center-of-Instance Segmentation Loss Function

MF Rachmadi, C Poon, H Skibbe - arXiv preprint arXiv:2304.06229, 2023 - arxiv.org
In this paper, we propose a novel two-component loss for biomedical image segmentation
tasks called the Instance-wise and Center-of-Instance (ICI) loss, a loss function that …