Deep Convolutional Neural Network for Image Quality Assessment and Diabetic Retinopathy Grading.
Zhenyu ChenLiqin HuangPublished in: MIDOG/DRAC@MICCAI (2022)
Keyphrases
- image quality assessment
- convolutional neural network
- diabetic retinopathy
- automatic detection
- face detection
- retinal images
- structural similarity
- early detection
- image quality
- quality assessment
- human visual system
- medical experts
- correlation coefficient
- optic disc
- image quality metrics
- quality evaluation
- blood vessels
- quality metrics
- natural scene statistics
- natural images
- image database
- neural network
- reduced reference
- kullback leibler divergence
- human perception
- vessel segmentation
- quality measures
- machine learning
- object detection
- knowledge base
- visual quality
- visual information
- information extraction
- computational complexity