Exploring State Space Model in Wavelet Domain: An Infrared and Visible Image Fusion Network via Wavelet Transform and State Space Model
Fuente:
arXiv
Saved in:
| Main Authors: | Zhang, Tianpei, Zhu, Yiming, Zhao, Jufeng, Cui, Guangmang, Zheng, Yuchen |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
WIFE-Fusion:Wavelet-aware Intra-inter Frequency Enhancement for Multi-model Image Fusion
by: Zhang, Tianpei, et al.
Published: (2025)
by: Zhang, Tianpei, et al.
Published: (2025)
Coupled Degradation Modeling and Fusion: A VLM-Guided Degradation-Coupled Network for Degradation-Aware Infrared and Visible Image Fusion
by: Zhang, Tianpei, et al.
Published: (2025)
by: Zhang, Tianpei, et al.
Published: (2025)
Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework
by: Zhang, Tianpei, et al.
Published: (2025)
by: Zhang, Tianpei, et al.
Published: (2025)
FSATFusion: Frequency-Spatial Attention Transformer for Infrared and Visible Image Fusion
by: Zhang, Tianpei, et al.
Published: (2025)
by: Zhang, Tianpei, et al.
Published: (2025)
DDFusion:Degradation-Decoupled Fusion Framework for Robust Infrared and Visible Images Fusion
by: Zhang, Tianpei, et al.
Published: (2025)
by: Zhang, Tianpei, et al.
Published: (2025)
SWAN: Synergistic Wavelet-Attention Network for Infrared Small Target Detection
by: Jing, Yuxin, et al.
Published: (2025)
by: Jing, Yuxin, et al.
Published: (2025)
LAM-YOLO: Drones-based Small Object Detection on Lighting-Occlusion Attention Mechanism YOLO
by: Zheng, Yuchen, et al.
Published: (2024)
by: Zheng, Yuchen, et al.
Published: (2024)
S4Fusion: Saliency-aware Selective State Space Model for Infrared Visible Image Fusion
by: Ma, Haolong, et al.
Published: (2024)
by: Ma, Haolong, et al.
Published: (2024)
CU-Mamba: Selective State Space Models with Channel Learning for Image Restoration
by: Deng, Rui, et al.
Published: (2024)
by: Deng, Rui, et al.
Published: (2024)
Wave-Mamba: Wavelet State Space Model for Ultra-High-Definition Low-Light Image Enhancement
by: Zou, Wenbin, et al.
Published: (2024)
by: Zou, Wenbin, et al.
Published: (2024)
HSRMamba: Efficient Wavelet Stripe State Space Model for Hyperspectral Image Super-Resolution
by: Li, Baisong, et al.
Published: (2025)
by: Li, Baisong, et al.
Published: (2025)
DIFF-MF: A Difference-Driven Channel-Spatial State Space Model for Multi-Modal Image Fusion
by: Sun, Yiming, et al.
Published: (2026)
by: Sun, Yiming, et al.
Published: (2026)
Wavelet-Based Image Tokenizer for Vision Transformers
by: Zhu, Zhenhai, et al.
Published: (2024)
by: Zhu, Zhenhai, et al.
Published: (2024)
MambaVF: State Space Model for Efficient Video Fusion
by: Zhao, Zixiang, et al.
Published: (2026)
by: Zhao, Zixiang, et al.
Published: (2026)
Infrared and Visible Image Fusion with Language-Driven Loss in CLIP Embedding Space
by: Wang, Yuhao, et al.
Published: (2024)
by: Wang, Yuhao, et al.
Published: (2024)
SFDFusion: An Efficient Spatial-Frequency Domain Fusion Network for Infrared and Visible Image Fusion
by: Hu, Kun, et al.
Published: (2024)
by: Hu, Kun, et al.
Published: (2024)
CtrlFuse: Mask-Prompt Guided Controllable Infrared and Visible Image Fusion
by: Sun, Yiming, et al.
Published: (2026)
by: Sun, Yiming, et al.
Published: (2026)
VIFNet: An End-to-end Visible-Infrared Fusion Network for Image Dehazing
by: Yu, Meng, et al.
Published: (2024)
by: Yu, Meng, et al.
Published: (2024)
WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection
by: Zhu, Haodong, et al.
Published: (2025)
by: Zhu, Haodong, et al.
Published: (2025)
IRSRMamba: Infrared Image Super-Resolution via Mamba-based Wavelet Transform Feature Modulation Model
by: Huang, Yongsong, et al.
Published: (2024)
by: Huang, Yongsong, et al.
Published: (2024)
Bringing Multimodal Large Language Models to Infrared-Visible Image Fusion Quality Assessment
by: Guo, Yuchen, et al.
Published: (2026)
by: Guo, Yuchen, et al.
Published: (2026)
Spectral Wavelet Dropout: Regularization in the Wavelet Domain
by: Cakaj, Rinor, et al.
Published: (2024)
by: Cakaj, Rinor, et al.
Published: (2024)
A Novel State Space Model with Local Enhancement and State Sharing for Image Fusion
by: Cao, Zihan, et al.
Published: (2024)
by: Cao, Zihan, et al.
Published: (2024)
IAIFNet: An Illumination-Aware Infrared and Visible Image Fusion Network
by: Yang, Qiao, et al.
Published: (2023)
by: Yang, Qiao, et al.
Published: (2023)
VL-Mamba: Exploring State Space Models for Multimodal Learning
by: Qiao, Yanyuan, et al.
Published: (2024)
by: Qiao, Yanyuan, et al.
Published: (2024)
FusionMamba: Efficient Remote Sensing Image Fusion with State Space Model
by: Peng, Siran, et al.
Published: (2024)
by: Peng, Siran, et al.
Published: (2024)
Exploring Compositionality in Vision Transformers using Wavelet Representations
by: Purushottamdas, Akshad Shyam, et al.
Published: (2025)
by: Purushottamdas, Akshad Shyam, et al.
Published: (2025)
DGMamba: Domain Generalization via Generalized State Space Model
by: Long, Shaocong, et al.
Published: (2024)
by: Long, Shaocong, et al.
Published: (2024)
Improving Anomaly Detection with Foundation-Model Synthesis and Wavelet-Domain Attention
by: Wu, Wensheng, et al.
Published: (2026)
by: Wu, Wensheng, et al.
Published: (2026)
Make Both Ends Meet: A Synergistic Optimization Infrared Small Target Detection with Streamlined Computational Overhead
by: Jing, Yuxin, et al.
Published: (2025)
by: Jing, Yuxin, et al.
Published: (2025)
Discrete Wavelet Transform-Based Capsule Network for Hyperspectral Image Classification
by: Gao, Zhiqiang, et al.
Published: (2025)
by: Gao, Zhiqiang, et al.
Published: (2025)
SFFNet: A Wavelet-Based Spatial and Frequency Domain Fusion Network for Remote Sensing Segmentation
by: Yang, Yunsong, et al.
Published: (2024)
by: Yang, Yunsong, et al.
Published: (2024)
FreDFT: Frequency Domain Fusion Transformer for Visible-Infrared Object Detection
by: Wu, Wencong, et al.
Published: (2025)
by: Wu, Wencong, et al.
Published: (2025)
Spatial-Mamba: Effective Visual State Space Models via Structure-aware State Fusion
by: Xiao, Chaodong, et al.
Published: (2024)
by: Xiao, Chaodong, et al.
Published: (2024)
WD-FQDet: Multispectral Detection Transformer via Wavelet Decomposition and Frequency-aware Query Learning
by: Yang, Chunjin, et al.
Published: (2026)
by: Yang, Chunjin, et al.
Published: (2026)
Quaternion Infrared Visible Image Fusion
by: Yang, Weihua, et al.
Published: (2025)
by: Yang, Weihua, et al.
Published: (2025)
Edge-Efficient Image Restoration: Transformer Distillation into State-Space Models
by: Miriyala, Srinivas Soumitri, et al.
Published: (2026)
by: Miriyala, Srinivas Soumitri, et al.
Published: (2026)
Hyperbolic Cycle Alignment for Infrared-Visible Image Fusion
by: Li, Timing, et al.
Published: (2025)
by: Li, Timing, et al.
Published: (2025)
A Semantic-Aware and Multi-Guided Network for Infrared-Visible Image Fusion
by: Zhang, Xiaoli, et al.
Published: (2024)
by: Zhang, Xiaoli, et al.
Published: (2024)
CWSSNet: Hyperspectral Image Classification Enhanced by Wavelet Domain Convolution
by: Tong, Yulin, et al.
Published: (2025)
by: Tong, Yulin, et al.
Published: (2025)
Similar Items
-
WIFE-Fusion:Wavelet-aware Intra-inter Frequency Enhancement for Multi-model Image Fusion
by: Zhang, Tianpei, et al.
Published: (2025) -
Coupled Degradation Modeling and Fusion: A VLM-Guided Degradation-Coupled Network for Degradation-Aware Infrared and Visible Image Fusion
by: Zhang, Tianpei, et al.
Published: (2025) -
Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework
by: Zhang, Tianpei, et al.
Published: (2025) -
FSATFusion: Frequency-Spatial Attention Transformer for Infrared and Visible Image Fusion
by: Zhang, Tianpei, et al.
Published: (2025) -
DDFusion:Degradation-Decoupled Fusion Framework for Robust Infrared and Visible Images Fusion
by: Zhang, Tianpei, et al.
Published: (2025)