Self-Supervision with Superpixels: Training Few-shot Medical Image Segmentation without Annotation.
Cheng OuyangCarlo BiffiChen ChenTurkay KartHuaqi QiuDaniel RueckertPublished in: CoRR (2020)
Keyphrases
- medical image segmentation
- superpixels
- medical images
- multiscale
- curve evolution
- segmentation method
- object segmentation
- active learning
- image segmentation
- natural images
- statistical shape model
- input image
- long range
- segmentation algorithm
- medical image analysis
- bounding box
- level set method
- conditional random fields
- medical imaging
- video sequences
- active contour model
- multiple images
- active contours
- training set
- training examples
- object recognition
- image analysis