基本信息:
- 专利标题： IMAGE SEGMENTATION USING NEURAL NETWORK METHOD
- 申请号：US15248490 申请日：2016-08-26
- 公开(公告)号：US20180061058A1 公开(公告)日：2018-03-01
- 发明人： Jiaofeng Xu , Xiao Han
- 申请人： ELEKTA, INC.
- 申请人地址： US GA Atlanta
- 专利权人： ELEKTA, INC.
- 当前专利权人： ELEKTA, INC.
- 当前专利权人地址： US GA Atlanta
- 主分类号： G06T7/00
- IPC分类号： G06T7/00 ; G06K9/62
摘要：
The present disclosure relates to systems, methods, devices, and non-transitory computer-readable storage medium for segmenting three-dimensional images. In one implementation, a computer-implemented method for segmenting a three-dimensional image is provided. The method may include receiving a three-dimensional image acquired by an imaging device, and selecting a plurality of stacks of adjacent two-dimensional images from the three-dimensional image. The method may further include segmenting, by a processor, each stack of adjacent two-dimensional images using a neural network model. The method may also include determining, by the processor, a label map for the three-dimensional image by aggregating the segmentation results from the plurality of stacks.
公开/授权文献:
- US09947102B2 Image segmentation using neural network method 公开/授权日：2018-04-17
IPC结构图谱:
| G | 物理 |
| --G06 | 计算；推算；计数 |
| ----G06T | 一般的图像数据处理或产生 |
| ------G06T7/00 | 图像分析，例如从位像到非位像 |