Joint Optimization of CycleGAN and CNN Classifier for Detection and Localization of Retinal Pathologies on Color Fundus Photographs.
Ziyue ZhangZexuan JiQiang ChenSongtao YuanWen FanPublished in: IEEE J. Biomed. Health Informatics (2022)
Keyphrases
- joint optimization
- fundus images
- optic disc
- blood vessels
- retinal images
- age related macular degeneration
- diabetic retinopathy
- vessel detection
- color images
- optical coherence tomography
- color space
- sparse representation
- automatic detection
- training data
- color information
- skin detection
- feature selection
- cellular neural networks
- data mining
- retinal fundus images
- convolutional neural network
- complex background
- detection algorithm
- accurate localization
- feature set
- object detection
- support vector machine
- feature space
- multiple description coding
- image processing
- multi view
- input data