A Two-Level Cascade Classification Algorithm for Real-Time Bifurcation Detection in CTA Images of Blood Vessels.
Alexey A. NovikovMaria WimmerDavid MajorKatja BühlerPublished in: VCBM (2015)
Keyphrases
- classification algorithm
- blood vessels
- retinal fundus images
- medical imagery
- vessel detection
- fundus images
- region of interest
- tubular structures
- magnetic resonance angiography
- low contrast
- k nearest neighbor
- input image
- optic disc
- support vector machine
- fully automatic
- retinal images
- lymph nodes
- retinal fundus
- knn
- segmentation method
- vessel segmentation
- automatic detection
- diabetic retinopathy
- learning algorithm
- class labels
- gray level
- naive bayes
- edge detection
- image registration
- text mining
- nearest neighbor
- training set
- similarity measure
- data sets
- computed tomography angiography