We propose introducing the anatomical knowledge of the optic disc and optic cup into a novel end-to-end cascade network architecture to segment small targets, ...

A novel optic disc and optic cup segmentation technique to diagnose glaucoma using deep learning convolutional neural network over retinal fundus images · H.

Oct 22, 2024 · Bian et al. 52 proposed an attention-based cascade network that uses anatomical knowledge to guide the segmentation of fundus images, which ...

Jun 28, 2024 · Optic disc and optic cup segmentation based on anatomy guided cascade network. Comput Methods Programs Biomed. 2020;197:105717. doi: 10.1016 ...

Oct 22, 2024 · The U-shape convolutional network is employed as the main body network structure to learn the rich hierarchical representation, while the ...

This study proposes a method that automatically segments the optic disc area in retinal fundus images using deep learning based on a convolutional neural ...

This work presents universal approach for automatic optic disc and cup segmentation, which is based on deep learning, namely, modification of U-Net ...

The main objective of this paper is to review segmentation methodologies and techniques for the disc and cup boundaries which are utilized to calculate the ...

Jul 1, 2019 · Deep Color Guided Coarse-to-Fine Convolutional Network Cascade for Depth Image Super-Resolution. IEEE Transactions on Image Processing 28, 2 ...

Missing: cascade | Show results with:cascade