Cover Image

HyM-UNet: Synergizing Local Texture and Global Context via Hybrid CNN-Mamba Architecture for Medical Image Segmentation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Chen, Haodong, Han, Xianfei, Qwen
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Information Retrieval
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Global-to-Local or Local-to-Global? Enhancing Image Retrieval with Efficient Local Search and Effective Global Re-ranking
by: Aiger, Dror, et al.
Published: (2025)

CM-UNet: Hybrid CNN-Mamba UNet for Remote Sensing Image Semantic Segmentation
by: Liu, Mushui, et al.
Published: (2024)

Cross-Modal Pre-Aligned Method with Global and Local Information for Remote-Sensing Image and Text Retrieval
by: Sun, Zengbao, et al.
Published: (2024)

DeepImageSearch: Benchmarking Multimodal Agents for Context-Aware Image Retrieval in Visual Histories
by: Deng, Chenlong, et al.
Published: (2026)

MambaVesselNet++: A Hybrid CNN-Mamba Architecture for Medical Image Segmentation
by: Xu, Qing, et al.
Published: (2025)

Prototype-Driven Structure Synergy Network for Remote Sensing Images Segmentation
by: Wang, Junyi, et al.
Published: (2025)

Tetrahedron-Net for Medical Image Registration
by: Xiang, Jinhai, et al.
Published: (2025)

Hire: Hybrid-modal Interaction with Multiple Relational Enhancements for Image-Text Matching
by: Ge, Xuri, et al.
Published: (2024)

Iterative Optimal Attention and Local Model for Single Image Rain Streak Removal
by: Li, Xiangyu, et al.
Published: (2025)

LoVR: A Benchmark for Long Video Retrieval in Multimodal Contexts
by: Cai, Qifeng, et al.
Published: (2025)

CNN-Based Framework for Pedestrian Age and Gender Classification Using Far-View Surveillance in Mixed-Traffic Intersections
by: Arif, Shisir Shahriar, et al.
Published: (2025)

FunduSAM: A Specialized Deep Learning Model for Enhanced Optic Disc and Cup Segmentation in Fundus Images
by: Yu, Jinchen, et al.
Published: (2025)

Scalable Residual Feature Aggregation Framework with Hybrid Metaheuristic Optimization for Robust Early Pancreatic Neoplasm Detection in Multimodal CT Imaging
by: Thiruvengadam, Janani Annur, et al.
Published: (2025)

Diff-VPS: Video Polyp Segmentation via a Multi-task Diffusion Network with Adversarial Temporal Reasoning
by: Lu, Yingling, et al.
Published: (2024)

LightM-UNet: Mamba Assists in Lightweight UNet for Medical Image Segmentation
by: Liao, Weibin, et al.
Published: (2024)

DRC: Enhancing Personalized Image Generation via Disentangled Representation Composition
by: Xu, Yiyan, et al.
Published: (2025)

Mamba-UNet: UNet-Like Pure Visual Mamba for Medical Image Segmentation
by: Wang, Ziyang, et al.
Published: (2024)

Active Learning via Classifier Impact and Greedy Selection for Interactive Image Retrieval
by: Bar, Leah, et al.
Published: (2024)

MM-UNet: Meta Mamba UNet for Medical Image Segmentation
by: Xie, Bin, et al.
Published: (2025)

VM-UNet: Vision Mamba UNet for Medical Image Segmentation
by: Ruan, Jiacheng, et al.
Published: (2024)

Vote-in-Context: Turning VLMs into Zero-Shot Rank Fusers
by: Eltahir, Mohamed, et al.
Published: (2025)

Fine-grained Motion Retrieval via Joint-Angle Motion Images and Token-Patch Late Interaction
by: Zhang, Yao, et al.
Published: (2026)

MSVM-UNet: Multi-Scale Vision Mamba UNet for Medical Image Segmentation
by: Chen, Chaowei, et al.
Published: (2024)

Hierarchical Local-Global Transformer for Temporal Sentence Grounding
by: Fang, Xiang, et al.
Published: (2022)

Entity Image and Mixed-Modal Image Retrieval Datasets
by: Blaga, Cristian-Ioan, et al.
Published: (2025)

Towards Resource-Efficient Streaming of Large-Scale Medical Image Datasets for Deep Learning
by: Kulkarni, Pranav, et al.
Published: (2023)

RadIR: A Scalable Framework for Multi-Grained Medical Image Retrieval via Radiology Report Mining
by: Zhang, Tengfei, et al.
Published: (2025)

PHPQ: Pyramid Hybrid Pooling Quantization for Efficient Fine-Grained Image Retrieval
by: Zeng, Ziyun, et al.
Published: (2021)

Beyond Global Similarity: Towards Fine-Grained, Multi-Condition Multimodal Retrieval
by: Lu, Xuan, et al.
Published: (2026)

FGNet: Leveraging Feature-Guided Attention to Refine SAM2 for 3D EM Neuron Segmentation
by: Li, Zhenghua, et al.
Published: (2025)

MammoWise: Multi-Model Local RAG Pipeline for Mammography Report Generation
by: Jahangir, Raiyan, et al.
Published: (2026)

ADaFuSE: Adaptive Diffusion-generated Image and Text Fusion for Interactive Text-to-Image Retrieval
by: Zhang, Zhuocheng, et al.
Published: (2026)

Hybrid-Vector Retrieval for Visually Rich Documents: Combining Single-Vector Efficiency and Multi-Vector Accuracy
by: Kim, Juyeon, 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)

Zero-shot Composed Image Retrieval Considering Query-target Relationship Leveraging Masked Image-text Pairs
by: Zhang, Huaying, et al.
Published: (2024)

Human-Oriented Image Retrieval System (HORSE): A Neuro-Symbolic Approach to Optimizing Retrieval of Previewed Images
by: Weinberg, Abraham Itzhak
Published: (2025)

From Limited Labels to Open Domains:An Efficient Learning Method for Drone-view Geo-Localization
by: Chen, Zhongwei, et al.
Published: (2025)

Comparative Analysis of Binarization Methods For Medical Image Hashing On Odir Dataset
by: Muzoglu, Nedim
Published: (2026)

Chain-of-Thought Re-ranking for Image Retrieval Tasks
by: Wu, Shangrong, et al.
Published: (2025)

Offline Evaluation of Set-Based Text-to-Image Generation
by: Arabzadeh, Negar, et al.
Published: (2024)