Deploying Patch-Based Segmentation Pipeline for Fibroblast Cell Images at Varying Magnifications.
Hafizi MalikAhmad Syahrin IdrisSiti Fauziah TohaIzyan Mohd IdrisMuhammad Fauzi DaudMohammad Osman TokhiPublished in: IEEE Access (2023)
Keyphrases
- microscopic images
- segmentation method
- microscopy images
- cell segmentation
- microscope images
- segmentation algorithm
- fluorescence microscopy images
- image analysis
- test images
- cell nuclei
- adaptive thresholding
- image database
- image regions
- segmentation errors
- image data
- accurate segmentation
- edge detection
- white blood
- segmented images
- pixel wise
- grey level
- ground truth
- segmentation accuracy
- image segmentation
- pixel level
- fully automatic
- processing pipeline
- multiple objects
- cell nucleus
- tubular structures
- image segments
- automatically segmented
- image slices
- segmentation result
- low contrast
- level set
- input image
- object recognition
- intensity images
- white blood cells
- low depth of field
- three dimensional
- piece wise
- segmented regions
- image super resolution
- pigmented skin lesions
- confocal images