:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Zhang, Fan, Gu, Zhiwei, Wang, Hua
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	https://arxiv.org/abs/2512.05494
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

MedFlowSeg: Flow Matching for Medical Image Segmentation with Frequency-Aware Attention
by: Chen, Zhi, et al.
Published: (2026)

Dual Structure-Aware Image Filterings for Semi-supervised Medical Image Segmentation
by: Gu, Yuliang, et al.
Published: (2023)

Structure and Progress Aware Diffusion for Medical Image Segmentation
by: Song, Siyuan, et al.
Published: (2026)

Spatial-Frequency Dual Progressive Attention Network For Medical Image Segmentation
by: Zhou, Zhenhuan, et al.
Published: (2024)

SpectraFlow: Unifying Structural Pretraining and Frequency Adaptation for Medical Image Segmentation
by: Chen, Zhiquan, et al.
Published: (2026)

Effective Attention-Guided Multi-Scale Medical Network for Skin Lesion Segmentation
by: Wang, Siyu, et al.
Published: (2025)

SpectralMamba-UNet: Frequency-Disentangled State Space Modeling for Texture-Structure Consistent Medical Image Segmentation
by: Zhang, Fuhao, et al.
Published: (2026)

SSFMamba: Learning Symmetry-driven Spatial-Frequency Modeling for Physically Consistent 3D Medical Image Segmentation
by: Zhang, Bo, et al.
Published: (2025)

Large Language Model Evaluated Stand-alone Attention-Assisted Graph Neural Network with Spatial and Structural Information Interaction for Precise Endoscopic Image Segmentation
by: Fan, Juntong, et al.
Published: (2025)

MACMD: Multi-dilated Contextual Attention and Channel Mixer Decoding for Medical Image Segmentation
by: Maurya, Lalit, et al.
Published: (2025)

Decoding Matters: Efficient Mamba-Based Decoder with Distribution-Aware Deep Supervision for Medical Image Segmentation
by: Bougourzi, Fares, et al.
Published: (2026)

Medical Image Segmentation Using Directional Window Attention
by: Kareem, Daniya Najiha Abdul, et al.
Published: (2024)

Learning Semi-Supervised Medical Image Segmentation from Spatial Registration
by: Liu, Qianying, et al.
Published: (2024)

Structural Attention: Rethinking Transformer for Unpaired Medical Image Synthesis
by: Phan, Vu Minh Hieu, et al.
Published: (2024)

Dual-Attention Frequency Fusion at Multi-Scale for Joint Segmentation and Deformable Medical Image Registration
by: Zhou, Hongchao, et al.
Published: (2024)

SCSegamba: Lightweight Structure-Aware Vision Mamba for Crack Segmentation in Structures
by: Liu, Hui, et al.
Published: (2025)

FIAS: Feature Imbalance-Aware Medical Image Segmentation with Dynamic Fusion and Mixing Attention
by: Liu, Xiwei, et al.
Published: (2024)

Personalized Federated Learning with Residual Fisher Information for Medical Image Segmentation
by: Zhu, Meilu, et al.
Published: (2026)

DCAU-Net: Differential Cross Attention and Channel-Spatial Feature Fusion for Medical Image Segmentation
by: Li, Yanxin, et al.
Published: (2026)

Structure-Aware Stylized Image Synthesis for Robust Medical Image Segmentation
by: Bao, Jie, et al.
Published: (2024)

Frequency Adapter with SAM for Generalized Medical Image Segmentation
by: Bui, Phuoc-Nguyen, et al.
Published: (2026)

EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation
by: Rahman, Md Mostafijur, et al.
Published: (2024)

Spatial Frequency Modulation for Semantic Segmentation
by: Chen, Linwei, et al.
Published: (2025)

FSATFusion: Frequency-Spatial Attention Transformer for Infrared and Visible Image Fusion
by: Zhang, Tianpei, et al.
Published: (2025)

Gated Differential Linear Attention: A Linear-Time Decoder for High-Fidelity Medical Segmentation
by: Zheng, Hongbo, et al.
Published: (2026)

Multimodal Information Interaction for Medical Image Segmentation
by: Fan, Xinxin, et al.
Published: (2024)

Pareto-Guided Optimization for Uncertainty-Aware Medical Image Segmentation
by: Zhang, Jinming, et al.
Published: (2026)

TGC-Net: A Structure-Aware and Semantically-Aligned Framework for Text-Guided Medical Image Segmentation
by: Lin, Gaoren, et al.
Published: (2025)

Text-Aware Real-World Image Super-Resolution via Diffusion Model with Joint Segmentation Decoders
by: Hu, Qiming, et al.
Published: (2025)

PraNet-V2: Dual-Supervised Reverse Attention for Medical Image Segmentation
by: Hu, Bo-Cheng, et al.
Published: (2025)

SCRNet: Spatial-Channel Regulation Network for Medical Ultrasound Image Segmentation
by: Xu, Weixin, et al.
Published: (2025)

Self Pre-training with Topology- and Spatiality-aware Masked Autoencoders for 3D Medical Image Segmentation
by: Gu, Pengfei, et al.
Published: (2024)

Structure Unbiased Adversarial Model for Medical Image Segmentation
by: Zhang, Tianyang, et al.
Published: (2022)

Multi-dimension Transformer with Attention-based Filtering for Medical Image Segmentation
by: Wang, Wentao, et al.
Published: (2024)

Spatial-Frequency Aware for Object Detection in RAW Image
by: Ye, Zhuohua, et al.
Published: (2025)

Efficient Quantization-Aware Training on Segment Anything Model in Medical Images and Its Deployment
by: Lu, Haisheng, et al.
Published: (2024)

Exploiting Unlabeled Structures through Task Consistency Training for Versatile Medical Image Segmentation
by: Zhu, Shengqian, et al.
Published: (2025)

Boundary-Aware Test-Time Adaptation for Zero-Shot Medical Image Segmentation
by: Xu, Chenlin, et al.
Published: (2025)

Frequency-domain Multi-modal Fusion for Language-guided Medical Image Segmentation
by: Yu, Bo, et al.
Published: (2025)

Dual Interaction Network with Cross-Image Attention for Medical Image Segmentation
by: Noh, Jeonghyun, et al.
Published: (2025)