PATrans: Pixel-Adaptive Transformer for edge segmentation of cervical nuclei on small-scale datasets.
Hexuan HuJianyu ZhangTianjin YangQiang HuYufeng YuQian HuangPublished in: Comput. Biol. Medicine (2024)
Keyphrases
- small scale
- microscopy images
- confocal images
- region growing
- edge detection
- gray value
- microscopic images
- segmentation method
- edge information
- homogeneous regions
- pixel level
- edge map
- intensity variations
- pixel classification
- region boundaries
- edge detector
- cell nuclei
- multi channel
- gradient magnitude
- grey level
- larger scale
- image segmentation
- pixel wise
- segmentation algorithm
- gray level images
- object segmentation
- multiple scales
- weighted median filter
- real world
- graph cut segmentation
- spinal cord
- detected edges
- adjacent pixels
- fuzzy logic
- level set
- shape prior
- edge direction
- microscope images
- input image
- medical images
- pixel values