(3)、与U-Net相比,DoubleU-Net对四个数据集的广泛评估显示了其显着性能提高。因此,DoubleU-Net可以成为医学图像分割任务的基准。 2、DoubleUnet结构 DoubleU-Net首先由VGG-19做为子网络的编码器,后面紧接着编码器子网络。网络1结构与原始Unet的不同之处在于VGG-19,ASPP和编码模块。在网络1中的编码器,解码器...
论文阅读——DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation,程序员大本营,技术文章内容聚合第一站。
Double U‐Net: Improved multiscale modeling via fully convolutional neural networksdoi:10.1002/pamm.202300205Liner, JulianFritzen, FelixPAMM: Proceedings in Applied Mathematics & Mechanics
DoubleU-Net A Deep Convolutional Neural Network for Medical Image Segmentation 论文略读,程序员大本营,技术文章内容聚合第一站。
In this work, we investigated an innovative double-head method using deep learning, called double U-Net (W-Net), which consists of a superpixel module and a change detection module. Due to the superpixel module, W-Net can handle building edges very well. In order to solve problem that ...
u-net网络对乳腺腺管区域的分割检测效果不明显,而且十分的不稳定;u-net网络对于普通细胞的分割检测效果明显,但是对乳腺腺管区域的分割效果还有待改进;对u-net网络改进的方法比如doubleu-net网络,对于乳腺腺管区域的分割检测精度较之u-net网络精度高,但也没有达到一定的要求。技术实现要素:4.本发明所要解决的技术...
Ahmed, M.R., Ashrafi, A.F., Ahmed, R.U. et al. DoubleU-NetPlus: a novel attention and context-guided dual U-Net with multi-scale residual feature fusion network for semantic segmentation of medical images. Neural Comput & Applic 35, 14379–14401 (2023). https://doi.org/10.1007/s...
“一种基于改进Double U-net的工件缺陷检测方法”专利申请权转让 意向报名 当前价:￥ 72 万元 挂牌时间:2024-11-29 至 2024-12-05 项目编号:GZ2024DG204032 起始价:￥72 万元 加价幅度: 竞价开始时间: 限时报价周期: 限时报价开始时间: 温馨提示:为保证你顺利参与竞价,请使用IE8、IE9、IE10、IE11,火...
DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation DoubleU-Net starts with a VGG19 as encoder sub-network, which is followed by decoder sub-network. In the network, the input image is fed to the modified UNet(UNet1), which generates predicted masks (i.e., out...
随着AI的不断发展和息肉患者对于早日康复的迫切愿望,对于胃肠息肉的智能分割已经成为医学与人工智能结合的热门研究课题.对于胃肠的内窥镜图像,如果可以及时利用分割算法辅助医生对症治疗,将会为息肉患者带来福音.本文提出了一种基于DoubleU-Net网络的息肉自动分割网络DNRU-Net.DNRU-Net网络采用了两个本文提出的新模块,分别...