A corneal ulcer segmentation approach using U-Net and stepwise fine-tuning.
Helano Miguel B. F. PortelaRodrigo M. S. VerasLuis H. S. VogadoDaniel LeitePaulo E. AmbrósioAnselmo Cardoso de PaivaJoão Manuel R. S. TavaresPublished in: Comput. methods Biomech. Biomed. Eng. Imaging Vis. (2024)
Keyphrases
- fine tuning
- microscopy images
- fine tune
- viable alternative
- image segmentation
- segmentation algorithm
- segmentation method
- level set
- multiscale
- fully automatic
- shape prior
- fine tuned
- optimal segmentation
- motion segmentation
- region growing
- image analysis
- multiple objects
- energy functional
- segmentation accuracy
- segmentation errors
- brain mri
- medical images
- optical flow
- image processing