SLOctolyzer: Fully automatic analysis toolkit for segmentation and feature extracting in scanning laser ophthalmoscopy images.
Jamie BurkeSamuel GibbonJustin EngelmannAdam ThrelfallYlenia GiarratanoCharlene HamidStuart KingIan J. C. MacCormickThomas J. MacGillivrayPublished in: CoRR (2024)
Keyphrases
- automatic analysis
- image features
- segmentation algorithm
- segmentation method
- image analysis
- test images
- segmented images
- segmentation errors
- edge detection
- fully automatic
- image database
- image data
- image segmentation
- manual annotation
- image processing
- three dimensional
- adaptive thresholding
- microscopic images
- accurate segmentation
- segmented regions
- input image
- automatic segmentation
- tubular structures
- region growing
- ground truth
- image regions
- image registration
- image segments
- brain tumors
- segmentation accuracy
- grey level
- volumetric data
- gabor filters
- image annotation
- medical imaging
- pixel wise
- image classification
- feature points
- microscopy images
- particle image velocimetry
- automatically segmented
- multiscale
- object recognition
- feature vectors
- gray level
- skin lesion
- laser scanner
- object segmentation
- multiple objects
- pixel level