IterNet: Retinal Image Segmentation Utilizing Structural Redundancy in Vessel Networks. High-accuracy medical retina (eye) image segmentation.
☆103May 11, 2020Updated 5 years ago
Alternatives and similar repositories for IterNet
Users that are interested in IterNet are comparing it to the libraries listed below
Sorting:
- Joint Learning of Vessel Segmentation and Artery/Vein Classification☆64Jun 3, 2020Updated 5 years ago
- pytorch implementation of paper https://www.frontiersin.org/articles/10.3389/fcomp.2020.00035/full☆63Dec 8, 2022Updated 3 years ago
- ☆19Oct 2, 2025Updated 4 months ago
- Support repository for the paper "Retinal vessel segmentation based on Fully Convolutional Neural Networks", Expert Systems with Applicat…☆49Feb 12, 2024Updated 2 years ago
- ☆146Sep 20, 2019Updated 6 years ago
- Code for our ISBI 2019 paper on Artery/Vein classification with uncertainty predictions☆22Apr 4, 2019Updated 6 years ago
- State-of-the-art retinal vessel segmentation with minimalistic models☆93Jan 16, 2024Updated 2 years ago
- 【TMI】This repo is for CENet, which is accepted in TMI.☆251Aug 14, 2022Updated 3 years ago
- [MICCAI 2021] Study Group Learning: Improving Retinal Vessel Segmentation Trained with Noisy Labels: New SOTA on both DRIVE and CHASE_DB1…☆110Feb 21, 2022Updated 4 years ago
- Retinal Vessel Segmentation using U-Net architecture. DRIVE and STARE datasets are used.☆70Nov 29, 2022Updated 3 years ago
- [ESWA 2023] Pytorch Implementation for 'Orientation and Context Entangled Network for Retinal Vessel Segmentation' Expert Systems with A…☆13May 13, 2023Updated 2 years ago
- IEEE-TMI 2022: code for 'Dual Consistency Enabled Weakly and Semi-Supervised Optic Disc and Cup Segmentation with Dual Adaptive Graph Con…☆13Sep 1, 2022Updated 3 years ago
- An implementation of《Retinal Vessel Segmentation in Fundoscopic Images with Generative Adversarial Networks》☆89Jun 1, 2018Updated 7 years ago
- The open source code of SA-UNet: Spatial Attention U-Net for Retinal Vessel Segmentation.☆297Jan 13, 2026Updated last month
- CS-Net (MICCAI 2019) and CS2-Net (MedIA 2020)☆107Aug 13, 2025Updated 6 months ago
- Retinal vessel segmentation toolkit based on pytorch☆333Oct 5, 2021Updated 4 years ago
- Joint Vessel Segmentation and Deformable Registration on Multi-Modal Retinal Images based on Style Transfer☆29Oct 11, 2019Updated 6 years ago
- Retinal vessel analysis software for MATLAB☆25May 18, 2016Updated 9 years ago
- ☆18Mar 10, 2022Updated 3 years ago
- Retinal Vessel Segmentation based on Fully Convolutional Networks☆41Sep 23, 2020Updated 5 years ago
- Multi-level Attention Network for Retinal Vessel Segmentation☆11May 10, 2021Updated 4 years ago
- Accepted by ISBI 2022☆42Jun 12, 2022Updated 3 years ago
- Deep Vessel Segmentation by Learning Graphical Connectivity☆100Oct 15, 2019Updated 6 years ago
- Official website of our paper: Applications of Deep Learning in Fundus Images: A Review. Newly-released datasets and recently-published p…☆91Feb 13, 2022Updated 4 years ago
- EyeQ : Dataset of Retinal Image Quality Assessment☆166Oct 31, 2023Updated 2 years ago
- [MICCAI'21] [Tensorflow] Retinal Vessel Segmentation using a Novel Multi-scale Generative Adversarial Network☆93Jun 8, 2022Updated 3 years ago
- Dual Encoder-based Dynamic-Channel Graph Convolutional Network with Edge Enhancement for Retinal Vessel Segmentation☆21Dec 31, 2021Updated 4 years ago
- ☆127Aug 24, 2021Updated 4 years ago
- ☆46Jul 31, 2021Updated 4 years ago
- The code of "Attention Guided Network for Retinal Image Segmentation" in MICCAI 2019☆119Mar 29, 2020Updated 5 years ago
- A deformable-Unet architecture for retinal vessel segmentation☆122May 19, 2019Updated 6 years ago
- PyTorch implementation of the UNet model -- https://arxiv.org/abs/1505.04597☆12Apr 8, 2021Updated 4 years ago
- IEEE-TMI 2021: code for 'Graph-based Region and Boundary Aggregation for Biomedical Image Segmentation'☆32Sep 1, 2022Updated 3 years ago
- A deep learning based approach to achieve automatic blood vessel segmentation in eye retinal fundus images.☆11Aug 19, 2019Updated 6 years ago
- PyTorch implementation for our paper on TMI2022: Retinal Vessel Segmentation with Skeletal Prior and Contrastive Loss☆60Feb 24, 2025Updated last year
- Applying Octave UNet for Retinal Vessel Segmentation.☆22Dec 25, 2020Updated 5 years ago
- [ISBI'20] The Code of “CTF-Net: Retinal vessel segmentation via Deep coarse-to-fine supervision network”☆16Mar 11, 2022Updated 3 years ago
- This is a patch based Semantic Segmention Project Template☆14Apr 2, 2019Updated 6 years ago
- Deep learning based retinal vessel segmentation for fluorescein angiography retinal images, IEEE Trans. Image Processing, 2020☆23Sep 27, 2020Updated 5 years ago