Fovea Detection

2 papers with code • 4 benchmarks • 3 datasets

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Benchmarks

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These leaderboards are used to track progress in Fovea Detection

Dataset	Best Model	Compare
REFUGE Challenge	EfficientNet+U-Net++	See all
ADAM	HBA-U-Net	See all
REFUGE	HBA-U-Net	See all
IDRiD	HBA-U-Net	See all

Datasets

Most implemented papers

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U-Net with Hierarchical Bottleneck Attention for Landmark Detection in Fundus Images of the Degenerated Retina

bionicvisionlab/2021-HBA-U-Net • • 9 Jul 2021

The network consists of a novel bottleneck attention block that combines and refines self-attention, channel attention, and relative-position attention to highlight retinal abnormalities that may be important for fovea and OD segmentation in the degenerated retina.

Paper
Code

JOINED : Prior Guided Multi-task Learning for Joint Optic Disc/Cup Segmentation and Fovea Detection

huaqinghe/joined • • 1 Mar 2022

At the coarse stage, we obtain the OD/OC coarse segmentation and the heatmap localization of fovea through a joint segmentation and detection module.