A dual-path instance segmentation network based on nuclei contour in histology image.
Jiangqi LiXiang LiMinglei LiPengfei YanPublished in: Discov. Artif. Intell. (2023)
Keyphrases
- segmentation method
- image segmentation
- microscopic images
- segmented images
- segmentation algorithm
- image analysis
- boundary extraction
- multiscale
- contour detection
- microscopy images
- single image
- grey level
- input image
- image data
- image gradient
- multiscale segmentation
- minimal surface
- perceptual grouping
- microscope images
- active contours
- image regions
- pixel level
- test images
- active contour model
- edge detection
- confocal images
- contour extraction
- region growing
- region segmentation
- adaptive thresholding
- energy function
- image structure
- energy functional
- image contours
- segmentation accuracy
- gradient vector flow
- figure ground
- global shape
- intensity information
- image features
- homogeneous regions
- image retrieval
- gradient information
- watershed segmentation
- edge map
- deformable template
- level set
- image processing
- closed contours
- gray level
- graph cuts
- image edges
- watershed transform
- seed points
- object contours
- intensity distribution
- bounding box
- shape prior