EdgeAL: An Edge Estimation Based Active Learning Approach for OCT Segmentation.
Md Abdul KadirHasan Md Tusfiqur AlamDaniel SonntagPublished in: MICCAI (2) (2023)
Keyphrases
- active learning
- edge detection
- optical coherence tomography
- multiple scales
- image segmentation
- oct images
- segmentation algorithm
- multiscale
- level set
- image gradient
- medical images
- partial volume
- intermediate level vision
- region growing
- optical flow estimation
- shape prior
- maximum likelihood criterion
- image analysis
- orientation estimation
- learning algorithm
- training set
- geodesic active contours
- image edges
- gray value
- edge detector
- segmentation method
- segmentation accuracy
- learning strategies
- low contrast
- multi directional
- parametric models
- random sampling
- weighted graph