文章目录
*
– 【UNet】
– 【LadderNet:Multi-path networks based on UNet for medical Image segmentation】
– 【UNet++】
– 【DeepLab】
* 【PSPNet:Pyramid Scene Parsing Network】
*
– 【小目标分割】
语义分割损失函数:
https://zhuanlan.zhihu.com/p/103426335?utm_source=wechat_session
【UNet】
paper:https://arxiv.org/pdf/1505.04597.pdf
知乎:https://zhuanlan.zhihu.com/p/128539526
https://www.cnblogs.com/zeroonegame/p/15037260.html#1.%E7%BD%91%E7%BB%9C%E7%BB%93%E6%9E%84
; 【LadderNet:Multi-path networks based on UNet for medical Image segmentation】
CSDN:https://blog.csdn.net/qq_37151108/article/details/104429472
https://blog.csdn.net/ETF6996/article/details/102950924
【UNet++】
知乎:https://zhuanlan.zhihu.com/p/44958351
代码(torch):https://github.com/MrGiovanni/UNetPlusPlus
论文:https://arxiv.org/pdf/1912.05074.pdf
; 【DeepLab】
知乎:https://zhuanlan.zhihu.com/p/61208558
; 【PSPNet:Pyramid Scene Parsing Network】
CSDN:https://blog.csdn.net/weixin_44402973/article/details/103128941?utm_medium=distribute.pc_relevant.none-task-blog-2defaultbaidujs_baidulandingword~default-1.no_search_link&spm=1001.2101.3001.4242.2&utm_relevant_index=4
https://blog.csdn.net/zziahgf/article/details/73294753
论文:https://arxiv.org/pdf/1612.01105.pdf
代码(torch):https://github.com/hszhao/semseg
; 【小目标分割】
(1)加入边缘检测 Gated Shape CNNs for Semantic Segmentation
https://blog.csdn.net/baidu_36511315/article/details/106100895
Original: https://blog.csdn.net/qq_37435458/article/details/123278721
Author: 今天刷leetcode了吗
Title: 语义分割 Semantic Segmentation
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