当前位置：网站首页>粗读DS-TransUNet: Dual Swin Transformer U-Net for Medical Image Segmentation
粗读DS-TransUNet: Dual Swin Transformer U-Net for Medical Image Segmentation
2022-06-27 08:12:00 【格里芬阀门工】
本文的用了双胞胎网络，通过不同的patch_size，关注不同尺寸的信息，然后利用TIF模块进行融合。
所以核心创新点为两点：第一，通过不同的patch_size关注不同尺度的信息，第二，通过TIF融合信息。
TIF模块如图所示，就是把对方的特征图进行平均池化，然后作为加到对方拉平后的特征图尾部，进行transformer计算
同时，swin transformer部分如上图所示，attention模块不再是关注全局，而是分两步，每一步每个patch都只考虑周围的几个patch进行计算，SW-MSA的区别是会对图像整体往左上移动，消失的部分从右边和下面冒出来，然后计算MSA。具体操作见这篇文章：SW-MSA
边栏推荐
- lvgl使用demo及说明2
- L'enquête en aveugle a montré que les femmes étaient meilleures que les hommes.
- DataV轮播表组件dv-scroll-board宽度问题
- 並發編程JUC的AQS底層源碼
- 若xn＞0,且x(n+1)/xn＞1-1/n(n=1,2,...)，证明级数∑xn发散
- 【12. 最大连续不重复子序列】
- 安装jenkins
- 05 observer mode
- Binary tree structure and heap structure foundation
- Helix QAC更新至2022.1版本，将持续提供高标准合规覆盖率
猜你喜欢
L'enquête en aveugle a montré que les femmes étaient meilleures que les hommes.
![[batch dos-cmd command - summary and summary] - parameters%0,%1,%2,%[0-9],%0-9 in the batch command and batch command parameter position switching command shift, operator% usage in the DOS command](/img/05/19299c47d54d4ede95322b5a923093.png)
[batch dos-cmd command - summary and summary] - parameters%0,%1,%2,%[0-9],%0-9 in the batch command and batch command parameter position switching command shift, operator% usage in the DOS command
【批处理DOS-CMD命令-汇总和小结】-环境变量、路径变量、搜索文件位置相关指令——set、path、where，cmd命令的路径参数中有空格怎么办
参考 | Win11 开启热点之后电脑不能上网
JS print 99 multiplication table
Helix QAC更新至2022.1版本，将持续提供高标准合规覆盖率
Blind survey shows that female code farmers are better than male code farmers
2022爱分析· IT运维厂商全景报告
（原创）自定义Drawable
爬一个网页的所有导师信息
随机推荐
【论文阅读】Intrinsically semi-supervised methods
[paper reading] internally semi supervised methods
[batch dos-cmd command - summary and summary] - map folder to virtual disk - subst
Etcd tutorial - Chapter 5 etcd etcdctl usage
Associated GIS: all roads lead to ue5 City
SPARQL basic introductory exercise
Windows下mysql-8下载、安装、配置教程
MySQL锁详解
並發編程JUC的AQS底層源碼
Futures reverse Documentary - training for traders
2022 love analysis · panoramic report of it operation and maintenance manufacturers
Recognize the ordering of O (nlogn)
JS output shape
大厂工作十年，年薪40万突然被裁员，公司想抛弃你，一分情面都不会留
[batch dos-cmd command - summary and summary] - environment variables, path variables, search file location related instructions - set, path, where, what if there are spaces in the path parameters of
并发编程JUC的AQS底层源码
认识O(NlogN)的排序
[batch dos-cmd command - summary and summary] - how to distinguish the internal command and external command of CMD, and the difference between CMD command and run (win+r) command,
SQL Sever column name or number of supplied values does not match the table definition
After working in a large factory for ten years with an annual salary of 400000 yuan, I was suddenly laid off. If the company wanted to abandon you, it wouldn't leave any kindness