Segmenting Diabetic Retinopathy Lesions in Multispectral Images Using Low-Dimensional Spatial-Spectral Matrix Representation.
Yunlong HeWanzhen JiaoYunfeng ShiJian LianBojun ZhaoWei ZouYuemin ZhuYuanjie ZhengPublished in: IEEE J. Biomed. Health Informatics (2020)
Keyphrases
- multispectral images
- diabetic retinopathy
- matrix representation
- low dimensional
- multispectral
- retinal images
- automatic detection
- early detection
- spatial resolution
- spectral bands
- remote sensing images
- high dimensional
- medical experts
- blood vessels
- optic disc
- dimensionality reduction
- spatial information
- color images
- pairwise
- high dimensional data
- hyperspectral images
- edge information
- fusion method
- remote sensing
- image segmentation
- vessel segmentation
- image data
- image analysis
- spectral images
- feature space
- hyperspectral
- principal component analysis
- multiscale
- data sets