Self-supervision with Superpixels: Training Few-Shot Medical Image Segmentation Without Annotation.
Cheng OuyangCarlo BiffiChen ChenTurkay KartHuaqi QiuDaniel RueckertPublished in: ECCV (29) (2020)
Keyphrases
- medical image segmentation
- superpixels
- medical images
- curve evolution
- active learning
- multiscale
- object segmentation
- long range
- statistical shape model
- medical image analysis
- natural images
- segmentation method
- bounding box
- segmentation algorithm
- image segmentation
- video sequences
- level set method
- training set
- conditional random fields
- graph structure
- multiple images
- image patches
- medical imaging
- object detection
- multiple objects
- input image
- image annotation
- active contour model
- level set
- image classification
- image registration