Global-local consistent semi-supervised segmentation of histopathological image with different perturbations.
Xi GuanQi ZhuLiang SunJunyong ZhaoDaoqiang ZhangPeng WanWei ShaoPublished in: Pattern Recognit. (2024)
Keyphrases
- segmentation method
- segmentation algorithm
- image segmentation
- semi supervised
- grey level
- multiscale
- image regions
- image pixels
- image analysis
- test images
- image data
- edge detection
- segmented images
- pixel wise
- energy function
- homogeneous regions
- input image
- globally consistent
- image content
- single image
- adaptive thresholding
- energy functional
- segmentation errors
- image segments
- berkeley segmentation dataset
- watershed algorithm
- image retrieval
- segmentation accuracy
- image classification
- image representation
- joint segmentation
- perceptual grouping
- gray value
- gray level images
- microscopic images
- global shape
- image segmentation algorithm
- low depth of field
- high resolution
- image features
- object segmentation
- semi supervised learning
- region segmentation
- pixel level
- bounding box
- labeled data
- image structure
- segmented regions
- optimal segmentation
- graph cuts
- region growing
- brain mr images
- global features
- microscopy images
- watershed segmentation
- superpixels
- semantic segmentation
- foreground and background