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image fusion

167 papers

Papers

Revisiting Network Inertia: Dynamic Inertia Inhibition Coupled Multidimensional Periodicity for Infrared and Visible Image Fusion AAAI 2026 Robust Fusion Controller: Degradation-Aware Image Fusion with Fine-Grained Language Instructions AAAI 2026 Self-supervised Multiplex Consensus Mamba for General Image Fusion AAAI 2026 Semantic-Adaptive Diffusion for Dynamic Spatiotemporal Fusion CVPR 2026 Spatial-Spectral Residuals Informed Diffusion Neural Operator for Pan-sharpening CVPR 2026 Streaming Diffusion Model for Fast Infrared and Visible Video Fusion CVPR 2026 UniFusion: A Unified Image Fusion Framework with Robust Representation and Source-Aware Preservation CVPR 2026 A²RNet: Adversarial Attack Resilient Network for Robust Infrared and Visible Image Fusion AAAI 2025 Accelerated Diffusion via High-Low Frequency Decomposition for Pan-Sharpening AAAI 2025 A Selective Re-learning Mechanism for Hyperspectral Fusion Imaging CVPR 2025 Balancing Task-invariant Interaction and Task-specific Adaptation for Unified Image Fusion ICCV 2025 Binarized Neural Network for Multi-spectral Image Fusion CVPR 2025 CMFS: CLIP-Guided Modality Interaction for Mitigating Noise in Multi-Modal Image Fusion and Segmentation IJCAI 2025 DCEvo: Discriminative Cross-Dimensional Evolutionary Learning for Infrared and Visible Image Fusion CVPR 2025 Deep Adaptive Unfolded Network via Spatial Morphology Stripping and Spectral Filtration for Pan-sharpening ICCV 2025 DreamFuse: Adaptive Image Fusion with Diffusion Transformer ICCV 2025 DSTR: Dual Scenes Transformer for Cross-Modal Fusion in 3D Object Detection WACV 2025 Dual-Granularity Semantic Guided Sparse Routing Diffusion Model for General Pansharpening CVPR 2025 Every SAM Drop Counts: Embracing Semantic Priors for Multi-Modality Image Fusion and Beyond CVPR 2025 FMPM-DNet: Hyperspectral Pansharpening Dynamic Network Based on Feature Modulation and Probability Mask AAAI 2025 Highlight What You Want: Weakly-Supervised Instance-Level Controllable Infrared-Visible Image Fusion ICCV 2025 Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image ICCV 2025 Laboring on less labors: RPCA Paradigm for Pan-sharpening ICCV 2025 LUT-Fuse: Towards Extremely Fast Infrared and Visible Image Fusion via Distillation to Learnable Look-Up Tables ICCV 2025 MMAIF: Multi-task and Multi-degradation All-in-One for Image Fusion with Language Guidance ICCV 2025