Fully Convolutional Neural Network for Semantic Segmentation of Anatomical Structure and Pathologies in Colour Fundus Images Associated with Diabetic Retinopathy.
Oindrila SahaRachana SathishDebdoot SheetPublished in: CoRR (2019)
Keyphrases
- diabetic retinopathy
- fundus images
- semantic segmentation
- anatomical structures
- convolutional neural network
- retinal images
- medical images
- optic disc
- automatic detection
- early detection
- conditional random fields
- face detection
- blood vessels
- superpixels
- medical imaging
- object categories
- shape model
- medical experts
- shape analysis
- medical image analysis
- vessel segmentation
- imaging modalities
- object detection
- object classes
- region of interest
- natural images
- image registration
- object segmentation
- machine learning
- deformable models
- pairwise
- computer vision