Cover Image

Generalizing Segmentation Foundation Model Under Sim-to-real Domain-shift for Guidewire Segmentation in X-ray Fluoroscopy

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wen, Yuxuan, Roussinova, Evgenia, Brina, Olivier, Machi, Paolo, Bouri, Mohamed
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Potential of Guidewire‐Clot Interaction Forces for Clot Detection in Robotic Mechanical Thrombectomy
by: Evgenia Roussinova, et al.
Published: (2025)

Label-Efficient Data Augmentation with Video Diffusion Models for Guidewire Segmentation in Cardiac Fluoroscopy
by: Pan, Shaoyan, et al.
Published: (2024)

Shape-Sensitive Loss for Catheter and Guidewire Segmentation
by: Kongtongvattana, Chayun, et al.
Published: (2023)

Collaborating Foundation Models for Domain Generalized Semantic Segmentation
by: Benigmim, Yasser, et al.
Published: (2023)

SimCS: Simulation for Domain Incremental Online Continual Segmentation
by: Alfarra, Motasem, et al.
Published: (2022)

Stronger, Fewer, & Superior: Harnessing Vision Foundation Models for Domain Generalized Semantic Segmentation
by: Wei, Zhixiang, et al.
Published: (2023)

SpineFM: Leveraging Foundation Models for Automatic Spine X-ray Segmentation
by: Simons, Samuel J., et al.
Published: (2024)

Do Vision Foundation Models Enhance Domain Generalization in Medical Image Segmentation?
by: Cekmeceli, Kerem, et al.
Published: (2024)

FisherTune: Fisher-Guided Robust Tuning of Vision Foundation Models for Domain Generalized Segmentation
by: Zhao, Dong, et al.
Published: (2025)

Causal-Tune: Mining Causal Factors from Vision Foundation Models for Domain Generalized Semantic Segmentation
by: Zhang, Yin, et al.
Published: (2025)

Zero-shot Domain Generalization of Foundational Models for 3D Medical Image Segmentation: An Experimental Study
by: Chattopadhyay, Soumitri, et al.
Published: (2025)

Bootstrap Segmentation Foundation Model under Distribution Shift via Object-Centric Learning
by: Tang, Luyao, et al.
Published: (2024)

Foundation X: Integrating Classification, Localization, and Segmentation through Lock-Release Pretraining Strategy for Chest X-ray Analysis
by: Islam, Nahid Ul, et al.
Published: (2025)

Mamba as a Bridge: Where Vision Foundation Models Meet Vision Language Models for Domain-Generalized Semantic Segmentation
by: Zhang, Xin, et al.
Published: (2025)

A Category-Fragment Segmentation Framework for Pelvic Fracture Segmentation in X-ray Images
by: Liu, Daiqi, et al.
Published: (2025)

Robustness Analysis on Foundational Segmentation Models
by: Schiappa, Madeline Chantry, et al.
Published: (2023)

Exploiting the Segment Anything Model (SAM) for Lung Segmentation in Chest X-ray Images
by: de Carvalho, Gabriel Bellon, et al.
Published: (2024)

Exploring Probabilistic Modeling Beyond Domain Generalization for Semantic Segmentation
by: Chen, I-Hsiang, et al.
Published: (2025)

Lifelong Learning Using a Dynamically Growing Tree of Sub-networks for Domain Generalization in Video Object Segmentation
by: Osman, Islam, et al.
Published: (2024)

AngioDG: Interpretable Channel-informed Feature-modulated Single-source Domain Generalization for Coronary Vessel Segmentation in X-ray Angiography
by: Atwany, Mohammad, et al.
Published: (2025)

Joint-Optimized Unsupervised Adversarial Domain Adaptation in Remote Sensing Segmentation with Prompted Foundation Model
by: Lyu, Shuchang, et al.
Published: (2024)

CrossEarth: Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic Segmentation
by: Gong, Ziyang, et al.
Published: (2024)

Rein++: Efficient Generalization and Adaptation for Semantic Segmentation with Vision Foundation Models
by: Wei, Zhixiang, et al.
Published: (2025)

Set Pivot Learning: Redefining Generalized Segmentation with Vision Foundation Models
by: Li, Xinhui, et al.
Published: (2025)

Domain Generalization for Semantic Segmentation: A Survey
by: Schwonberg, Manuel, et al.
Published: (2025)

SegRGB-X: General RGB-X Semantic Segmentation Model
by: Liu, Jiong, et al.
Published: (2026)

Are Vision Foundation Models Foundational for Electron Microscopy Image Segmentation?
by: Fuster-Barceló, Caterina, et al.
Published: (2026)

FluoroSAM: A Language-promptable Foundation Model for Flexible X-ray Image Segmentation
by: Killeen, Benjamin D., et al.
Published: (2024)

Confidence-Calibrating Regularization for Robust Brain MRI Segmentation Under Domain Shift
by: Khan, Behraj, et al.
Published: (2025)

SAMPO-Path: Segmentation Intent-Aligned Preference Optimization for Pathology Foundation Model Segmentation
by: Wu, Yonghuang, et al.
Published: (2025)

Few-Shot Adaptation of Training-Free Foundation Model for 3D Medical Image Segmentation
by: He, Xingxin, et al.
Published: (2025)

Selective, Regularized, and Calibrated: Harnessing Vision Foundation Models for Cross-Domain Few-Shot Semantic Segmentation
by: Ma, Junyuan, et al.
Published: (2026)

Visual Foundation Models Boost Cross-Modal Unsupervised Domain Adaptation for 3D Semantic Segmentation
by: Xu, Jingyi, et al.
Published: (2024)

Domain Game: Disentangle Anatomical Feature for Single Domain Generalized Segmentation
by: Chen, Hao, et al.
Published: (2024)

Exploiting Domain Properties in Language-Driven Domain Generalization for Semantic Segmentation
by: Jeon, Seogkyu, et al.
Published: (2025)

WRT-SAM: Foundation Model-Driven Segmentation for Generalized Weld Radiographic Testing
by: Zhou, Yunyi, et al.
Published: (2025)

Masked Representation Modeling for Domain-Adaptive Segmentation
by: Zhou, Wenlve, et al.
Published: (2025)

Language Guided Domain Generalized Medical Image Segmentation
by: Kunhimon, Shahina, et al.
Published: (2024)

Open-Vocabulary Domain Generalization in Urban-Scene Segmentation
by: Zhao, Dong, et al.
Published: (2026)

Instruction-Guided Lesion Segmentation for Chest X-rays with Automatically Generated Large-Scale Dataset
by: Choi, Geon, et al.
Published: (2025)