图像分割方法、装置、设备和存储介质
By acquiring high-resolution images to be processed and performing image registration, image segmentation is automatically achieved, solving the problem of reliance on manual annotation in traditional methods and improving segmentation efficiency and accuracy.
CN116596938BActive Publication Date: 2026-07-17DALIAN UNIV OF TECH +1
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- DALIAN UNIV OF TECH
- Filing Date
- 2023-04-14
- Publication Date
- 2026-07-17
AI Technical Summary
Technical Problem
Traditional image segmentation methods rely on manual annotation, which is costly and inefficient, making it difficult to meet the needs of high-efficiency automation.
Method used
By acquiring high-resolution images to be processed and registering them with template images, the segmentation of objects to be segmented can be achieved automatically, reducing the reliance on manual annotation.
Benefits of technology
It improves the efficiency and accuracy of image segmentation, reduces human intervention, and lowers costs.
✦ Generated by Eureka AI based on patent content.
Smart Images
Figure CN116596938B_ABST
Abstract
本发明实施例提供一种图像分割方法、装置、设备和存储介质，该方法包括：获取包含待分割对象的原始图像。然后，根据该原始图像，确定待分割对象对应的第一待处理图像。其中，第一待处理图像的分辨率高于原始图像的分辨率。再对参考对象对应的模板图像和第一待处理图像进行配准，以得到第一待处理图像中的待分割对象的分割结果。其中，模板图像包含参考对象的体素数据以及参考对象的分割结果，待分割对象和参考对象的类型相同、形状不同。即通过对模板图像和第一待处理图像进行图像配准的方法，分割装置可以直接得到第一待处理图像中的待分割对象的分割结果，无需依赖于技术人员的手动标注，从而提高图像分割的效率。
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