BCR-UNet: Bi-directional ConvLSTM residual U-Net for retinal blood vessel segmentation

Abstract

We conduct experiments on four public retinal blood vessel datasets, and the results show that the proposed BCR-UNet can preserve more tiny blood vessels at the low-contrast peripheral regions, even outperforming previous state-of-the-art methods.