Fibroblast Segmentation in Microscopic Brightfield Images with Convolutional Neural Network.
Lukasz RoszkowiakJakub ZakKrzysztof SiemionJoanna KinasiewiczAnna KorzynskaPublished in: PCBBE (2019)
Keyphrases
- image analysis
- segmentation algorithm
- segmentation method
- image data
- image regions
- segmented images
- microscopic images
- test images
- fully automatic
- image database
- input image
- unsupervised segmentation
- convolutional neural network
- segmentation accuracy
- grey level
- accurate segmentation
- three dimensional
- piece wise
- segmentation errors
- edge detection
- image features
- adaptive thresholding
- image pixels
- image segments
- image segmentation
- automatically segmented
- image retrieval
- cell nucleus
- microscopy images
- image slices
- pixel wise
- intensity distribution
- pixel level
- multiple objects
- ground truth
- multiscale
- cell nuclei
- tubular structures
- shape prior
- pigmented skin lesions
- low depth of field
- watershed transform
- gray value
- region growing
- image registration