Segmentation of overlapping chromosome images using U-Net with improved dilated convolutions.
Xiaofei SunJianming LiJialiang MaHuiqing XuBin ChenYuefei ZhangTao FengPublished in: J. Intell. Fuzzy Syst. (2021)
Keyphrases
- grey level
- segmentation algorithm
- segmentation method
- image analysis
- test images
- unsupervised segmentation
- image database
- microscopic images
- edge detection
- fully automatic
- segmentation errors
- accurate segmentation
- input image
- segmented images
- ground truth
- image data
- microscopy images
- image regions
- gray level images
- image pixels
- cell nucleus
- image features
- piece wise
- adaptive thresholding
- three dimensional
- genetic algorithm
- tubular structures
- image slices
- segmentation accuracy
- low depth of field
- pixel wise
- pixel level
- multiscale
- region growing
- complex background
- image registration
- automatically segmented
- object recognition
- image retrieval
- cardiac magnetic resonance
- image segmentation algorithms
- medical images
- level set
- brain tumors
- multiple objects
- outdoor scenes
- bounding box
- image segments
- image segmentation algorithm
- intensity distribution
- denoising
- color images
- image segmentation