GCLR: A self-supervised representation learning pretext task for glomerular filtration barrier segmentation in TEM images.
Guoyu LinZhentai ZhangKaixing LongYiwen ZhangYanmeng LuJian GengZhitao ZhouQianjin FengLijun LuLei CaoPublished in: Artif. Intell. Medicine (2023)
Keyphrases
- segmentation algorithm
- segmentation method
- image data
- perceptual information
- learning algorithm
- image analysis
- edge detection
- piece wise
- three dimensional
- test images
- ground truth
- image retrieval
- pixel wise
- segmentation errors
- geometric shapes
- microscopic images
- accurate segmentation
- fully automatic
- image regions
- image database
- input image
- image features
- adaptive thresholding
- image segmentation algorithms
- fundamental problem in computer vision
- grey level
- segmented images
- region growing
- object recognition
- segmentation accuracy
- intensity images
- feature representation
- image segments
- tubular structures
- level set
- image classification