image fusion

148 papers

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Co-occurring keywords

remote sensing (346) multi-modal learning (1276) infrared imaging (51) multimodal learning (4622) convolutional neural network (4216) multispectral image (19) attention mechanism (3975) image restoration (1515) image reconstruction (663) semantic segmentation (3179)

Papers

CtrlFuse: Mask-Prompt Guided Controllable Infrared and Visible Image Fusion AAAI 2026

Multi-Grained Text-Guided Image Fusion for Multi-Exposure and Multi-Focus Scenarios WACV 2026

MdaIF: Robust One-Stop Multi-Degradation-Aware Image Fusion with Language-Driven Semantics AAAI 2026

Self-supervised Multiplex Consensus Mamba for General Image Fusion AAAI 2026

Pansharpening for Thin-Cloud Contaminated Remote Sensing Images: A Unified Framework and Benchmark Dataset AAAI 2026

AerialFusion: Co-Motion-Driven Unified Registration and Fusion on Multi-modal Data Streams from Aerial View AAAI 2026

Domain Adaptation Guided Infrared and Visible Image Fusion AAAI 2026

A Hybrid Space Model for Misaligned Multi-modality Image Fusion AAAI 2026

Dream-IF: Dynamic Relative EnhAnceMent for Image Fusion AAAI 2026

ControlFuse: Instruction-guided Multi-Granularity Controllable Image Fusion AAAI 2026

CO²IF: Language-Bridging Hyperspectral-Multispectral Image Fusion with Coordinated and Cross-modal Optimal Transport AAAI 2026

Robust Fusion Controller: Degradation-Aware Image Fusion with Fine-Grained Language Instructions AAAI 2026

Revisiting Network Inertia: Dynamic Inertia Inhibition Coupled Multidimensional Periodicity for Infrared and Visible Image Fusion AAAI 2026

Breaking Task Boundaries: A Unified Model for 3D Medical Image Fusion and Segmentation Guided by Manifold Perspective AAAI 2026

Color Preserving CMOS-SPAD Fusion for Multi-Frame HDR WACV 2026

Revisiting Image Fusion for Multi-Illuminant White-Balance Correction ICCV 2025

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image ICCV 2025

OTIAS: OcTree Implicit Adaptive Sampling for Multispectral and Hyperspectral Image Fusion AAAI 2025

Balancing Task-invariant Interaction and Task-specific Adaptation for Unified Image Fusion ICCV 2025

SVDC: Consistent Direct Time-of-Flight Video Depth Completion with Frequency Selective Fusion CVPR 2025

Multispectral Demosaicing via Dual Cameras ICCV 2025

Wavelet-Assisted Multi-Frequency Attention Network for Pansharpening AAAI 2025

Deep Adaptive Unfolded Network via Spatial Morphology Stripping and Spectral Filtration for Pan-sharpening ICCV 2025

Pixel-aligned RGB-NIR Stereo Imaging and Dataset for Robot Vision CVPR 2025

One Model for ALL: Low-Level Task Interaction Is a Key to Task-Agnostic Image Fusion CVPR 2025