Automatic Fundus Image Segmentation for Diabetic Retinopathy Diagnosis by Multiple Modified U-Nets and SegNets.
Swathi AnandaDaichi KitaharaAkira HirabayashiK. R. Udaya Kumar ReddyPublished in: APSIPA (2019)
Keyphrases
- diabetic retinopathy
- image segmentation
- retinal images
- blood vessels
- vessel segmentation
- automatic detection
- early detection
- medical experts
- image processing
- fundus images
- computer vision
- markov random field
- image analysis
- region of interest
- fully automatic
- shape prior
- segmentation method
- level set method
- graph cuts
- domain knowledge
- support vector
- decision trees