Retinal Blood Vessel Segmentation by Multi-channel Deep Convolutional Autoencoder.
Andrés OrtizJavier RamírezRicardo Cruz-ArándigaMaría J. García-TarifaFrancisco Jesús Martínez-MurciaJuan Manuel GórrizPublished in: SOCO-CISIS-ICEUTE (2018)
Keyphrases
- multi channel
- blood vessels
- vessel detection
- vessel segmentation
- tubular structures
- retinal images
- low contrast
- microscopy images
- fundus images
- optic disc
- retinal fundus images
- deep learning
- retinal vessel
- anti aliasing
- cross sectional
- ocular fundus
- single channel
- restricted boltzmann machine
- image segmentation
- segmentation algorithm
- region of interest
- region growing
- optical coherence tomography
- medical images
- diabetic retinopathy
- brain mri
- fully automatic
- medical imaging
- segmentation method
- deep belief networks
- channel assignment
- lesion segmentation
- image registration
- wireless sensor networks
- multiscale