Retinal fundus image classification for diabetic retinopathy using transfer learning technique.
Fathi KallelAmira EchtiouiPublished in: Signal Image Video Process. (2024)
Keyphrases
- transfer learning
- retinal images
- diabetic retinopathy
- retinal fundus
- image classification
- blood vessels
- knowledge transfer
- cross domain
- labeled data
- text classification
- optic disc
- machine learning
- feature extraction
- machine learning algorithms
- learning algorithm
- image features
- semi supervised learning
- active learning
- text mining
- collaborative filtering
- reinforcement learning
- region of interest
- feature selection
- target domain
- automatic detection
- object recognition
- early detection
- multiscale
- image segmentation
- planar surfaces
- prior knowledge
- phase congruency
- supervised learning
- knowledge discovery