A Dual-branch Self-supervised Representation Learning Framework for Tumour Segmentation in Whole Slide Images.
Hao WangEuijoon AhnJinman KimPublished in: CoRR (2023)
Keyphrases
- perceptual information
- segmentation algorithm
- region based segmentation
- segmentation method
- three dimensional
- object recognition
- image data
- test images
- image database
- fully automatic
- edge detection
- input image
- ground truth
- image analysis
- image regions
- variational framework
- segmented images
- segmentation errors
- image segmentation
- image features
- image retrieval
- pixel level
- medical images
- segmentation accuracy
- image registration
- microscopic images
- tubular structures
- adaptive thresholding
- level set
- object shape
- accurate segmentation
- geometric shapes
- learning algorithm
- fundamental problem in computer vision