Cell microscopy images can be viewed as images containing two layers, foreground (cells) and background. On a pixel level, the background is inhomogeneous (even if it looks homogeneous by human eye). By adding random noise to the image dataset, we ensure to add inhomogeneity to the homogeneous black-pixel background [15,16,23]. This results in an improved segmentation performance of the neural network on the corresponding test dataset [24].

Note: The content above has been extracted from a research article, so it may not display correctly.



Q&A
Please log in to submit your questions online.
Your question will be posted on the Bio-101 website. We will send your questions to the authors of this protocol and Bio-protocol community members who are experienced with this method. you will be informed using the email address associated with your Bio-protocol account.



We use cookies on this site to enhance your user experience. By using our website, you are agreeing to allow the storage of cookies on your computer.