Semantic Segmentation of highly class imbalanced fully labelled 3D volumetric biomedical images and unsupervised Domain Adaptation of the pre-trained Segmentation Network to segment another fully unlabelled Biomedical 3D Image stack.
Shreya RoyAnirban ChakrabortyPublished in: CoRR (2020)
Keyphrases
- biomedical images
- semantic segmentation
- medical images
- image analysis
- image data
- conditional random fields
- image segmentation
- image collections
- superpixels
- segmentation method
- image set
- pixel level
- image content
- segmentation algorithm
- object classes
- data sets
- image classification
- small number
- data points
- video sequences
- multiscale
- machine learning