Cover Image

BioVessel-Net and RetinaMix: Unsupervised Retinal Vessel Segmentation from OCTA Images

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Huang, Cheng, Xie, Weizheng, Gao, Fan, Liu, Yutong, Wu, Ruoling, Han, Zeyu, Qiu, Jingxi, Wang, Xiangxiang, Yang, Zhenglin, Wang, Hao, Yu, Yongbin
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Gaze into the Details: Locality-Sensitive Enhancement for OCTA Retinal Vessel Segmentation
by: Huang, Tuopusen, et al.
Published: (2026)

Snake with Shifted Window: Learning to Adapt Vessel Pattern for OCTA Segmentation
by: Chen, Xinrun, et al.
Published: (2024)

Retinal Vessel Segmentation via Neuron Programming
by: Wu, Tingting, et al.
Published: (2024)

DCFU‐Net: Rethinking an Effective Attention and Convolutional Architecture for Retinal Vessel Segmentation
by: Yongli Xian, et al.
Published: (2024)

HMS-VesselNet: Hierarchical Multi-Scale Attention Network with Topology-Preserving Loss for Retinal Vessel Segmentation
by: R, Amarnath
Published: (2026)

X-GAN: A Generative AI-Powered Unsupervised Model for Main Vessel Segmentation of Glaucoma Screening
by: Huang, Cheng, et al.
Published: (2025)

Simulation-Based Segmentation of Blood Vessels in Cerebral 3D OCTA Images
by: Wittmann, Bastian, et al.
Published: (2024)

LVS-Net: A Lightweight Vessels Segmentation Network for Retinal Image Analysis
by: Mehmood, Mehwish, et al.
Published: (2024)

Enhanced Retina Blood Vessel Segmentation by Super Resolution Generative Adversarial Networks based U-Net
by: S Sathiya Priya, et al.
Published: (2021)

OMSN and FAROS: OCTA Microstructure Segmentation Network and Fully Annotated Retinal OCTA Segmentation Dataset
by: Xiao, Peng, et al.
Published: (2022)

Deformable Encoder–Decoder Network for Accurate Retinal Vessel Segmentation
by: Yue Danming, et al.
Published: (2026)

VFGS-Net: Frequency-Guided State-Space Learning for Topology-Preserving Retinal Vessel Segmentation
by: Song, Ruiqi, et al.
Published: (2026)

Vessel-Aware Deep Learning for OCTA-Based Detection of AMD
by: Mitzner, Margalit G., et al.
Published: (2026)

LiteVessel : In‐Depth Exploration of Lightweight Deep Neural Network Models for Retinal Vessel Segmentation
by: Rasha Sarhan Alharthi, et al.
Published: (2025)

RSF-Conv: Rotation-and-Scale Equivariant Fourier Parameterized Convolution for Retinal Vessel Segmentation
by: Sun, Zihong, et al.
Published: (2023)

SA-UNetv2: Rethinking Spatial Attention U-Net for Retinal Vessel Segmentation
by: Guo, Changlu, et al.
Published: (2025)

MDFI-Net: Multiscale Differential Feature Interaction Network for Accurate Retinal Vessel Segmentation
by: Dong, Yiwang, et al.
Published: (2024)

LFA-Net: A Lightweight Network with LiteFusion Attention for Retinal Vessel Segmentation
by: Mehmood, Mehwish, et al.
Published: (2025)

WMKA-Net: A Weighted Multi-Kernel Attention Network for Retinal Vessel Segmentation
by: Xu, Xinran, et al.
Published: (2025)

Universal Vessel Segmentation for Multi-Modality Retinal Images
by: Wen, Bo, et al.
Published: (2025)

Retinal Vessel Segmentation with Deep Graph and Capsule Reasoning
by: Wei, Xinxu, et al.
Published: (2024)

Convolutional Prompting for Broad-Domain Retinal Vessel Segmentation
by: Wei, Qijie, et al.
Published: (2024)

Region Guided Attention Network for Retinal Vessel Segmentation
by: Javed, Syed, et al.
Published: (2024)

Vessel-Promoted OCT to OCTA Image Translation by Heuristic Contextual Constraints
by: Li, Shuhan, et al.
Published: (2023)

RBAD: A Dataset and Benchmark for Retinal Vessels Branching Angle Detection
by: Wang, Hao, et al.
Published: (2024)

DeNVeR: Deformable Neural Vessel Representations for Unsupervised Video Vessel Segmentation
by: Wu, Chun-Hung, et al.
Published: (2024)

Full-scale Representation Guided Network for Retinal Vessel Segmentation
by: Seo, Sunyong, et al.
Published: (2025)

Uncertainty-Aware Retinal Vessel Segmentation via Ensemble Distillation
by: Fadugba, Jeremiah, et al.
Published: (2025)

Retinal Blood Vessels Segmentation With Improved SE‐UNet Model
by: Yibo Wan, et al.
Published: (2024)

VAOT: Vessel-Aware Optimal Transport for Retinal Fundus Enhancement
by: Dong, Xuanzhao, et al.
Published: (2025)

Novel Extraction of Discriminative Fine-Grained Feature to Improve Retinal Vessel Segmentation
by: Zeng, Shuang, et al.
Published: (2025)

DB-KAUNet: An Adaptive Dual Branch Kolmogorov-Arnold UNet for Retinal Vessel Segmentation
by: Xu, Hongyu, et al.
Published: (2025)

VAMPIRE: Uncovering Vessel Directional and Morphological Information from OCTA Images for Cardiovascular Disease Risk Factor Prediction
by: Wang, Lehan, et al.
Published: (2025)

Robust Multi-Disease Retinal Classification via Xception-Based Transfer Learning and W-Net Vessel Segmentation
by: Gholizadeh, Mohammad Sadegh, et al.
Published: (2025)

DETF ‐Net: A Network for Retinal Vessel Segmentation Utilizing Detailed Feature Enhancement and Dynamic Temporal Fusion
by: Shaoli Li, et al.
Published: (2025)

WaveRNet: Wavelet-Guided Frequency Learning for Multi-Source Domain-Generalized Retinal Vessel Segmentation
by: Wang, Chanchan, et al.
Published: (2026)

KaLDeX: Kalman Filter based Linear Deformable Cross Attention for Retina Vessel Segmentation
by: Zhao, Zhihao, et al.
Published: (2024)

Intermediate Domain-guided Adaptation for Unsupervised Chorioallantoic Membrane Vessel Segmentation
by: Song, Pengwu, et al.
Published: (2025)

Automated Localization of Blood Vessels in Retinal Images
by: Safarzadeh, Vahid Mohammadi
Published: (2023)

AdaptDiff: Cross-Modality Domain Adaptation via Weak Conditional Semantic Diffusion for Retinal Vessel Segmentation
by: Hu, Dewei, et al.
Published: (2024)