Bringing Multimodal Large Language Models to Infrared-Visible Image Fusion Quality Assessment
Fuente:
arXiv
Saved in:
| Main Authors: | Guo, Yuchen, Gong, Junli, Lu, Yao, Xu, Xintong, Cheung, Yiuming, Su, Weifeng |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Adding Thermal Awareness to Visual Systems in Real-Time via Distilled Diffusion Models
by: Guo, Yuchen, et al.
Published: (2026)
by: Guo, Yuchen, et al.
Published: (2026)
Fuse4Seg: Image Fusion for Multi-Modal Medical Segmentation via Bi-level Optimization
by: Guo, Yuchen, et al.
Published: (2024)
by: Guo, Yuchen, et al.
Published: (2024)
Can Segmentation Models Understand the World? Towards Proactive Affordance Reasoning via Visual Chain-of-Thought
by: Guo, Yuchen, et al.
Published: (2026)
by: Guo, Yuchen, et al.
Published: (2026)
LumiVideo: An Intelligent Agentic System for Video Color Grading
by: Guo, Yuchen, et al.
Published: (2026)
by: Guo, Yuchen, et al.
Published: (2026)
DAE-Fuse: An Adaptive Discriminative Autoencoder for Multi-Modality Image Fusion
by: Guo, Yuchen, et al.
Published: (2024)
by: Guo, Yuchen, et al.
Published: (2024)
MSGFusion: Multimodal Scene Graph-Guided Infrared and Visible Image Fusion
by: Li, Guihui, et al.
Published: (2025)
by: Li, Guihui, et al.
Published: (2025)
Quaternion Infrared Visible Image Fusion
by: Yang, Weihua, et al.
Published: (2025)
by: Yang, Weihua, et al.
Published: (2025)
Bridging Human Evaluation to Infrared and Visible Image Fusion
by: Liu, Jinyuan, et al.
Published: (2026)
by: Liu, Jinyuan, et al.
Published: (2026)
Causality-Driven Infrared and Visible Image Fusion
by: Ma, Linli, et al.
Published: (2025)
by: Ma, Linli, et al.
Published: (2025)
Rethinking the Evaluation of Visible and Infrared Image Fusion
by: Guan, Dayan, et al.
Published: (2024)
by: Guan, Dayan, et al.
Published: (2024)
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)
EvaNet: Towards More Efficient and Consistent Infrared and Visible Image Fusion Assessment
by: Cheng, Chunyang, et al.
Published: (2026)
by: Cheng, Chunyang, et al.
Published: (2026)
Exploring State Space Model in Wavelet Domain: An Infrared and Visible Image Fusion Network via Wavelet Transform and State Space Model
by: Zhang, Tianpei, et al.
Published: (2025)
by: Zhang, Tianpei, et al.
Published: (2025)
Infrared and Visible Image Fusion with Hierarchical Human Perception
by: Yang, Guang, et al.
Published: (2024)
by: Yang, Guang, et al.
Published: (2024)
Hyperbolic Cycle Alignment for Infrared-Visible Image Fusion
by: Li, Timing, et al.
Published: (2025)
by: Li, Timing, et al.
Published: (2025)
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)
FusionRegister: Every Infrared and Visible Image Fusion Deserves Registration
by: Bian, Congcong, et al.
Published: (2026)
by: Bian, Congcong, et al.
Published: (2026)
SimpleFusion: A Simple Fusion Framework for Infrared and Visible Images
by: Chen, Ming, et al.
Published: (2024)
by: Chen, Ming, et al.
Published: (2024)
A Lightweight GAN-Based Image Fusion Algorithm for Visible and Infrared Images
by: Wu, Zhizhong, et al.
Published: (2024)
by: Wu, Zhizhong, et al.
Published: (2024)
Beyond Night Visibility: Adaptive Multi-Scale Fusion of Infrared and Visible Images
by: Pei, Shufan, et al.
Published: (2024)
by: Pei, Shufan, et al.
Published: (2024)
Uncertainty-aware Spatial-Frequency Registration and Fusion for Infrared and Visible Images
by: Li, Xingyuan, et al.
Published: (2026)
by: Li, Xingyuan, et al.
Published: (2026)
RIS-FUSION: Rethinking Text-Driven Infrared and Visible Image Fusion from the Perspective of Referring Image Segmentation
by: Ma, Siju, et al.
Published: (2025)
by: Ma, Siju, et al.
Published: (2025)
A Comprehensive Study of Multimodal Large Language Models for Image Quality Assessment
by: Wu, Tianhe, et al.
Published: (2024)
by: Wu, Tianhe, 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)
CoMoFusion: Fast and High-quality Fusion of Infrared and Visible Image with Consistency Model
by: Meng, Zhiming, et al.
Published: (2024)
by: Meng, Zhiming, et al.
Published: (2024)
Dif-Fusion: Towards High Color Fidelity in Infrared and Visible Image Fusion with Diffusion Models
by: Yue, Jun, et al.
Published: (2023)
by: Yue, Jun, et al.
Published: (2023)
Revisiting Generative Infrared and Visible Image Fusion Based on Human Cognitive Laws
by: Guo, Lin, et al.
Published: (2025)
by: Guo, Lin, 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)
IAIFNet: An Illumination-Aware Infrared and Visible Image Fusion Network
by: Yang, Qiao, et al.
Published: (2023)
by: Yang, Qiao, et al.
Published: (2023)
Infrared and Visible Image Fusion Based on Implicit Neural Representations
by: Sun, Shuchen, et al.
Published: (2025)
by: Sun, Shuchen, et al.
Published: (2025)
Language-Depth Navigated Thermal and Visible Image Fusion
by: Zhang, Jinchang, et al.
Published: (2025)
by: Zhang, Jinchang, et al.
Published: (2025)
IVGF: The Fusion-Guided Infrared and Visible General Framework
by: Liu, Fangcen, et al.
Published: (2024)
by: Liu, Fangcen, et al.
Published: (2024)
Grounding-IQA: Grounding Multimodal Language Model for Image Quality Assessment
by: Chen, Zheng, et al.
Published: (2024)
by: Chen, Zheng, 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)
TeSG: Textual Semantic Guidance for Infrared and Visible Image Fusion
by: Zhu, Mingrui, et al.
Published: (2025)
by: Zhu, Mingrui, et al.
Published: (2025)
MAFS: Masked Autoencoder for Infrared-Visible Image Fusion and Semantic Segmentation
by: Wang, Liying, et al.
Published: (2025)
by: Wang, Liying, 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)
Entity-Guided Multi-Task Learning for Infrared and Visible Image Fusion
by: Shao, Wenyu, et al.
Published: (2026)
by: Shao, Wenyu, et al.
Published: (2026)
Infrared and Visible Image Fusion: From Data Compatibility to Task Adaption
by: Liu, Jinyuan, et al.
Published: (2025)
by: Liu, Jinyuan, et al.
Published: (2025)
Bi-directional Self-Registration for Misaligned Infrared-Visible Image Fusion
by: Li, Timing, et al.
Published: (2025)
by: Li, Timing, et al.
Published: (2025)
Similar Items
-
Adding Thermal Awareness to Visual Systems in Real-Time via Distilled Diffusion Models
by: Guo, Yuchen, et al.
Published: (2026) -
Fuse4Seg: Image Fusion for Multi-Modal Medical Segmentation via Bi-level Optimization
by: Guo, Yuchen, et al.
Published: (2024) -
Can Segmentation Models Understand the World? Towards Proactive Affordance Reasoning via Visual Chain-of-Thought
by: Guo, Yuchen, et al.
Published: (2026) -
LumiVideo: An Intelligent Agentic System for Video Color Grading
by: Guo, Yuchen, et al.
Published: (2026) -
DAE-Fuse: An Adaptive Discriminative Autoencoder for Multi-Modality Image Fusion
by: Guo, Yuchen, et al.
Published: (2024)