CaDIS: Cataract dataset for surgical RGB-image segmentation.
Maria GrammatikopoulouEvangello FloutyAbdolrahim KadkhodamohammadiGwénolé QuellecAndre ChowJean NehmeImanol LuengoDanail StoyanovPublished in: Medical Image Anal. (2021)
Keyphrases
- image segmentation
- color space
- graph cuts
- segmentation algorithm
- unsupervised image segmentation
- multiscale
- database
- color images
- deformable models
- markov random field
- rgb color
- contour detection
- object segmentation
- slit lamp
- robot assisted
- minimally invasive surgery
- texture segmentation
- graph partitioning
- intraoperative
- medical imaging
- virtual reality
- energy function
- benchmark datasets
- gray scale
- expectation maximization
- level set
- ground truth