开发者

Watershed algorithm – CT Lung segmentation [closed]

开发者 https://www.devze.com 2023-02-07 09:32 出处:网络
It's difficult to tell what is being asked here. This question is ambiguous, vague, incomplete, overly broad, or rhetorical andcannot be reasonably answered in its current form. For help clari
It's difficult to tell what is being asked here. This question is ambiguous, vague, incomplete, overly broad, or rhetorical and cannot be reasonably answered in its current form. For help clarifying this question so that it can be reopened, visit the help center. 开发者_开发问答 Closed 10 years ago.

I am searching for source code to segment Lung in CT images using watershed algorithm. Please let me know if you find any website / source code.


Relevant algorithms:

morphological watershed method (Meyer)
modified watershed algorithm (Beucher, Meyer) 
gradient descent or rainfall algorithm (Osma-Ruiz)
watershed immersion algorithm (Vincent-Soille)

Some Source code here


Wikipedia might help.


OpenCV library has the implementation of Watershed algorithm.


The Insight Toolkit is a comprehensive image processing framework for segmentation and registration of medical images.

There are many specialised algorithms for processing medical images, including the Watershed algorithm. Some of the examples are very similar to what you describe.

I strongly recommend reading the ITK Software Guide book before undertaking such a significant project.

Furthermore, it is very important to choose a library that correctly deals with medical images and the special attributes and requirements they have (for example, patient orientation, anisotropic voxels, etc). Most libraries do not handle these aspects correctly, while ITK has been designed from the ground up to support all the complexities of medical imaging applications.

0

精彩评论

暂无评论...
验证码 换一张
取 消

关注公众号