Cover Image

Improved Vessel Segmentation with Symmetric Rotation-Equivariant U-Net

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Jiazhen, Du, Yuexi, Dvornek, Nicha C., Onofrey, John A.
Format:	Preprint
Published:	2025
Subjects:	Image and Video Processing Computer Vision and Pattern Recognition Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

SRE-Conv: Symmetric Rotation Equivariant Convolution for Biomedical Image Classification
by: Du, Yuexi, et al.
Published: (2025)

Equivariant Imaging Biomarkers for Robust Unsupervised Segmentation of Histopathology
by: Chen, Fuyao, et al.
Published: (2025)

GMR-Conv: An Efficient Rotation and Reflection Equivariant Convolution Kernel Using Gaussian Mixture Rings
by: Du, Yuexi, et al.
Published: (2025)

Equi-ViT: Rotational Equivariant Vision Transformer for Robust Histopathology Analysis
by: Chen, Fuyao, et al.
Published: (2026)

Benchmarking Ultrasound Foundation Models for Fetal Plane Classification
by: Barrientos, Leya, et al.
Published: (2026)

SIFT-DBT: Self-supervised Initialization and Fine-Tuning for Imbalanced Digital Breast Tomosynthesis Image Classification
by: Du, Yuexi, et al.
Published: (2024)

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

Multi-View and Multi-Scale Alignment for Contrastive Language-Image Pre-training in Mammography
by: Du, Yuexi, et al.
Published: (2024)

Enhancing Uncertainty Estimation in Semantic Segmentation via Monte-Carlo Frequency Dropout
by: Zeevi, Tal, et al.
Published: (2025)

Mine yOur owN Anatomy: Revisiting Medical Image Segmentation with Extremely Limited Labels
by: You, Chenyu, et al.
Published: (2022)

Leveraging Frequency Domain Learning in 3D Vessel Segmentation
by: Wang, Xinyuan, et al.
Published: (2024)

Rotation Equivariant Proximal Operator for Deep Unfolding Methods in Image Restoration
by: Fu, Jiahong, et al.
Published: (2023)

Towards Reliable Pediatric Brain Tumor Segmentation: Task-Specific nnU-Net Enhancements
by: Li, Xiaolong, et al.
Published: (2025)

LUCF-Net: Lightweight U-shaped Cascade Fusion Network for Medical Image Segmentation
by: Sun, Songkai, et al.
Published: (2024)

LHU-Net: a Lean Hybrid U-Net for Cost-efficient, High-performance Volumetric Segmentation
by: Sadegheih, Yousef, et al.
Published: (2024)

ColonNet: A Hybrid Of DenseNet121 And U-NET Model For Detection And Segmentation Of GI Bleeding
by: Singh, Ayushman, et al.
Published: (2024)

A Comparative Analysis of U-Net-based models for Segmentation of Cardiac MRI
by: Saichandran, Ketan Suhaas
Published: (2024)

Direct Cardiac Segmentation from Undersampled K-space Using Transformers
by: Zhang, Yundi, et al.
Published: (2024)

Topology-Aware Loss for Aorta and Great Vessel Segmentation in Computed Tomography Images
by: Ozcelik, Seher, et al.
Published: (2023)

Evaluate Fine-tuning Strategies for Fetal Head Ultrasound Image Segmentation with U-Net
by: Wang, Fangyijie, et al.
Published: (2023)

A Comprehensive Framework for Automated Segmentation of Perivascular Spaces in Brain MRI with the nnU-Net
by: Pham, William, et al.
Published: (2024)

U-NetMN and SegNetMN: Modified U-Net and SegNet models for bimodal SAR image segmentation
by: Kzadri, Marwane, et al.
Published: (2025)

Comparative Analysis of Segment Anything Model and U-Net for Breast Tumor Detection in Ultrasound and Mammography Images
by: Ahmadi, Mohsen, et al.
Published: (2023)

Integrating Edges into U-Net Models with Explainable Activation Maps for Brain Tumor Segmentation using MR Images
by: Sahayam, Subin, et al.
Published: (2024)

Global Control for Local SO(3)-Equivariant Scale-Invariant Vessel Segmentation
by: Rygiel, Patryk, et al.
Published: (2024)

MUCM-Net: A Mamba Powered UCM-Net for Skin Lesion Segmentation
by: Yuan, Chunyu, et al.
Published: (2024)

Topology-Driven Fusion of nnU-Net and MedNeXt for Accurate Brain Tumor Segmentation on Sub-Saharan Africa Dataset
by: Bohara, Prabin, et al.
Published: (2026)

QuantU-Net: Efficient Wearable Medical Imaging Using Bitwidth as a Trainable Parameter
by: Boerkamp, Christiaan, et al.
Published: (2025)

RMAU-NET: A Residual-Multihead-Attention U-Net Architecture for Landslide Segmentation and Detection from Remote Sensing Images
by: Pham, Lam, et al.
Published: (2025)

Deep Learning-Based Channel Squeeze U-Structure for Lung Nodule Detection and Segmentation
by: Sui, Mingxiu, et al.
Published: (2024)

SUPER-Net: Trustworthy Image Segmentation via Uncertainty Propagation in Encoder-Decoder Networks
by: Carannante, Giuseppina, et al.
Published: (2021)

PL-Net: Progressive Learning Network for Medical Image Segmentation
by: Mao, Kunpeng, et al.
Published: (2021)

Improving Segment Anything on the Fly: Auxiliary Online Learning and Adaptive Fusion for Medical Image Segmentation
by: Huang, Tianyu, et al.
Published: (2024)

Rotate to Scan: UNet-like Mamba with Triplet SSM Module for Medical Image Segmentation
by: Tang, Hao, et al.
Published: (2024)

A Unified Framework for U-Net Design and Analysis
by: Williams, Christopher, et al.
Published: (2023)

Rethinking the Unpretentious U-net for Medical Ultrasound Image Segmentation
by: Chen, Gongping, et al.
Published: (2022)

VesselGPT: Autoregressive Modeling of Vascular Geometry
by: Feldman, Paula, et al.
Published: (2025)

Equivariant Denoisers for Image Restoration
by: Renaud, Marien, et al.
Published: (2024)

RadRotator: 3D Rotation of Radiographs with Diffusion Models
by: Rouzrokh, Pouria, et al.
Published: (2024)

Advancing Diffusion Models: Alias-Free Resampling and Enhanced Rotational Equivariance
by: Anjum, Md Fahim
Published: (2024)