Localizing Microaneurysms in Fundus Images Through Singular Spectrum Analysis.
Su WangHongying Lilian TangLutfiah Al TurkYin HuSaeid SaneiGeorge SalehTünde PetöPublished in: IEEE Trans. Biomed. Eng. (2017)
Keyphrases
- fundus images
- singular spectrum analysis
- diabetic retinopathy
- blood vessels
- complex valued
- retinal images
- change point detection
- support vector regression
- optic disc
- automatic detection
- data preprocessing
- real valued
- early detection
- low contrast
- recurrent neural networks
- artificial neural networks
- optical coherence tomography
- vessel segmentation
- non stationary
- medical experts
- region of interest
- data mining
- sequential data
- preprocessing
- computer vision
- neural network