Image Translation Based Nuclei Segmentation for Immunohistochemistry Images.
Roger TrulloQuoc Anh BuiQi TangReza Olfati-SaberPublished in: DGM4MICCAI@MICCAI (2022)
Keyphrases
- segmentation method
- microscopic images
- test images
- segmentation algorithm
- input image
- image regions
- segmented images
- image data
- microscopy images
- image features
- image pixels
- image slices
- image collections
- grey level
- adaptive thresholding
- image analysis
- image segments
- segmentation errors
- microscope images
- edge detection
- images of natural scenes
- brain mr images
- image retrieval
- image segmentation
- gray level images
- low depth of field
- pixel level
- image segmentation algorithm
- cell nuclei
- gray value
- berkeley segmentation dataset
- image classification
- pixel wise
- segmentation scheme
- region growing
- intensity images
- image set
- homogeneous regions
- automatically segmented
- watershed transform
- image content
- segmentation accuracy
- thresholding method
- multiscale
- active contours
- image segmentation algorithms
- confocal images
- multiple objects
- intensity distribution
- region of interest
- pixel values
- bounding box
- textural information
- foreground and background
- image edges
- color features
- image database
- single image
- colour images
- image gradient
- watershed segmentation
- intensity variations
- segmented regions
- fundamental problem in computer vision
- high resolution
- image structure
- textured images
- skin lesion
- feature points
- gray level
- image registration
- contrast enhancement
- circular hough transform
- texture and shape features
- energy function