image fusion

AerialFusion: Co-Motion-Driven Unified Registration and Fusion on Multi-modal Data Streams from Aerial View AAAI 2026 A Hybrid Space Model for Misaligned Multi-modality Image Fusion AAAI 2026 Beyond Strict Pairing: Arbitrarily Paired Training for High-Performance Infrared and Visible Image Fusion CVPR 2026 Breaking Task Boundaries: A Unified Model for 3D Medical Image Fusion and Segmentation Guided by Manifold Perspective AAAI 2026 Bridging Human Evaluation to Infrared and Visible Image Fusion CVPR 2026 CO²IF: Language-Bridging Hyperspectral-Multispectral Image Fusion with Coordinated and Cross-modal Optimal Transport AAAI 2026 Color Preserving CMOS-SPAD Fusion for Multi-Frame HDR WACV 2026 ControlFuse: Instruction-guided Multi-Granularity Controllable Image Fusion AAAI 2026 Cross-Scale Pansharpening via ScaleFormer and the PanScale Benchmark CVPR 2026 CtrlFuse: Mask-Prompt Guided Controllable Infrared and Visible Image Fusion AAAI 2026 Degradation-Robust Fusion: An Efficient Degradation-Aware Diffusion Framework for Multimodal Image Fusion in Arbitrary Degradation Scenarios CVPR 2026 Domain Adaptation Guided Infrared and Visible Image Fusion AAAI 2026 Dream-IF: Dynamic Relative EnhAnceMent for Image Fusion AAAI 2026 EMR-Diff: Edge-aware Multimodal Residual Diffusion Model for Hyperspectral Image Super-resolution CVPR 2026 Enhancing Unregistered Hyperspectral Image Super-Resolution via Unmixing-based Abundance Fusion Learning CVPR 2026 MagicFuse: Single Image Fusion for Visual and Semantic Reinforcement CVPR 2026 MdaIF: Robust One-Stop Multi-Degradation-Aware Image Fusion with Language-Driven Semantics AAAI 2026 Missing No More: Dictionary-Guided Cross-Modal Image Fusion under Missing Infrared CVPR 2026 More Than Meets the Eye: A Unified Image Fusion Framework via Semantic-Pixel Entropy Trade-off for Zero-Shot Generalization CVPR 2026 Multigrain-aware Semantic Prototype Scanning and Tri-Token Prompt Learning Embraced High-Order RWKV for Pan-Sharpening CVPR 2026 Multi-Grained Text-Guided Image Fusion for Multi-Exposure and Multi-Focus Scenarios WACV 2026 Multi-Modal Image Fusion via Intervention-Stable Feature Learning CVPR 2026 Pansharpening for Thin-Cloud Contaminated Remote Sensing Images: A Unified Framework and Benchmark Dataset AAAI 2026 ReCoFuse: Ultra-Robust Image Fusion via Restorative Multi-Modal Diffusion Reciprocal Coupling CVPR 2026 Regulating Rather than Constraining: Adaptive Guidance for Complex Spectral Reconstruction in Pansharpening CVPR 2026