Reducing Labelled Data Requirement for Pneumonia Segmentation using Image Augmentations.
Jitesh SethRohit LokwaniViraj KulkarniAniruddha PantAmit KharatPublished in: CoRR (2021)
Keyphrases
- segmentation method
- image segmentation
- segmentation algorithm
- grey level
- multiscale
- image analysis
- segmented images
- input image
- edge detection
- test images
- labelled data
- image regions
- single image
- homogeneous regions
- image data
- energy functional
- image features
- image pixels
- region growing
- data sets
- pixel level
- image retrieval
- segmentation accuracy
- gray value
- high resolution
- foreground and background
- image segments
- unlabelled data
- shape prior
- multiple objects
- energy function
- similarity measure