Boundary loss for highly unbalanced segmentation

Boundary loss for highly unbalanced segmentation Csurka, G., Larlus, D., & Perronnin, F. (2013). What is a good evaluation measure for semantic segmentation? BMVC. (218 Citations.) Kervadec, H., Bouchtiba, J., Desrosiers, C., Granger, É., Dolz, J., & Ayed, I.B. (2019). Boundary loss for highly unbalanced segmentation. Medical image analysis, 67, 101851 . (95 Citations) 论文 PDF : https://openreview.net/pdf?id=S1gTA5VggE 或者(https:...

May 30, 2021 · 6 min · 2633 words

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

FCN:Fully Convolutional Networks for Semantic Segmentation https://arxiv.org/abs/1411.4038 U-Net:U-Net: Convolutional Networks for Biomedical Image Segmentation https://arxiv.org/abs/1505.04597 SegNet:SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation https://arxiv.org/pdf/1511.00561.pdf 概览 论文所要解决的问题: encoder...

April 18, 2021 · 5 min · 2109 words