May 31, 2022 · In this paper, we propose a progressive multi-scale consistent network (PMCNet) that integrates the proposed progressive feature fusion (PFF) ...

In this paper, we propose a progressive multi-scale consis- tent network for the multi-class fundus lesion segmentation from fundus images, named PMCNet.

The two proposed PFF and DAB blocks can be integrated with the off-the-shelf backbone networks to address the two issues of multi-scale and feature ...

Oct 27, 2022 · By integrating PFF and DAB progressively with the off-the-shelf backbones to segment multi-scale fundus lesions in an end-to-end network, and it ...

May 31, 2022 · The two proposed PFF and DAB blocks can be integrated with the off-the-shelf backbone networks to address the two issues of multi-scale and ...

Feb 2, 2024 · 1) The document proposes a new method called Progressive Multi-scale Consistent Network (PMCNet) to address challenges in multi-class fundus ...

This repository contains the implementation of our IEEE TMI paper "Progressive Multi-scale Consistent Network for Multi-class Fundus Lesion Segmentation"

Progressive Multi-scale Consistent Network for Multi-class Fundus Lesion Segmentation · 2 code implementations • 31 May 2022 • Along He, Kai Wang, Tao Li ...

He et al. [16] propose a progressive multi-scale consistent network (PMCNet), which integrates the proposed progressive feature fusion (PFF) block and dynamic ...

We present a Multi-step Scale Embedding Block (MSEB), comprising two branches that operate on different spatial resolutions to enhance multi-resolution ...