Deep Learning for Automated Quality Assessment of Color Fundus Images in Diabetic Retinopathy Screening.
Sajib Kumar SahaBasura FernandoJorge CuadrosDi XiaoYogesan KanagasingamPublished in: CoRR (2017)
Keyphrases
- diabetic retinopathy
- quality assessment
- fundus images
- deep learning
- optic disc
- retinal images
- automatic detection
- early detection
- medical experts
- optic disk
- blood vessels
- unsupervised learning
- image quality
- machine learning
- human visual system
- vessel segmentation
- data quality
- segmentation scheme
- visual quality
- computer vision
- high frequency
- image classification
- multiscale
- image processing