Class-wise confidence-aware active learning for laparoscopic images segmentation.
Jie QiuYuichiro HayashiMasahiro OdaTakayuki KitasakaKensaku MoriPublished in: Int. J. Comput. Assist. Radiol. Surg. (2023)
Keyphrases
- segmentation method
- active learning
- segmentation algorithm
- image database
- image analysis
- test images
- image data
- fully automatic
- image regions
- edge detection
- accurate segmentation
- microscopy images
- segmentation errors
- microscopic images
- pixel level
- segmented images
- input image
- segmentation accuracy
- piece wise
- unsupervised segmentation
- pixel wise
- grey level
- object recognition
- tubular structures
- image retrieval
- three dimensional
- image segmentation
- image segments
- automatically segmented
- image slices
- region growing
- image classification
- semi supervised
- image features
- ground truth
- multiscale
- multiple objects
- automatic segmentation
- graph cuts
- level set
- positron emission tomography
- machine learning
- pigmented skin lesions