Vision Transformers for Lung Segmentation on CXR Images.
Rafik GhaliMoulay A. AkhloufiPublished in: SN Comput. Sci. (2023)
Keyphrases
- image analysis
- accurate segmentation
- segmentation algorithm
- segmentation method
- test images
- computed tomography images
- edge detection
- microscopic images
- adaptive thresholding
- image data
- image registration
- image regions
- segmentation accuracy
- segmentation errors
- image database
- image segmentation
- input image
- computer vision
- pixel level
- pet ct
- segmented images
- grey level
- pigmented skin lesions
- fully automatic
- ground truth
- image retrieval
- image segments
- three dimensional
- low depth of field
- multiple objects
- region growing
- pixel wise
- level set
- automatic segmentation
- object recognition
- high resolution computed tomography
- tubular structures
- region of interest
- medical images
- image slices
- automatically segmented
- lung parenchyma
- lung disease
- energy function
- pet images
- positron emission tomography
- ct images
- lymph nodes