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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

PanComplex: Leveraging Complex-Valued Neural Networks for Enhanced Pansharpening IJCAI 2025
PanAdapter: Two-Stage Fine-Tuning with Spatial-Spectral Priors Injecting for Pansharpening AAAI 2025
DSTR: Dual Scenes Transformer for Cross-Modal Fusion in 3D Object Detection WACV 2025
One Model for ALL: Low-Level Task Interaction Is a Key to Task-Agnostic Image Fusion CVPR 2025
Self-Learning Hyperspectral and Multispectral Image Fusion via Adaptive Residual Guided Subspace Diffusion Model CVPR 2025
UniFuse: A Unified All-in-One Framework for Multi-Modal Medical Image Fusion Under Diverse Degradations and Misalignments ICCV 2025
Every SAM Drop Counts: Embracing Semantic Priors for Multi-Modality Image Fusion and Beyond CVPR 2025
Taming Flow Matching with Unbalanced Optimal Transport into Fast Pansharpening ICCV 2025
Multispectral Demosaicing via Dual Cameras ICCV 2025
MMAIF: Multi-task and Multi-degradation All-in-One for Image Fusion with Language Guidance ICCV 2025
Highlight What You Want: Weakly-Supervised Instance-Level Controllable Infrared-Visible Image Fusion ICCV 2025
The Source Image is the Best Attention for Infrared and Visible Image Fusion ICCV 2025
Dual-Granularity Semantic Guided Sparse Routing Diffusion Model for General Pansharpening CVPR 2025
A Selective Re-learning Mechanism for Hyperspectral Fusion Imaging CVPR 2025
OTPNet: ODE-inspired Tuning-free Proximal Network for Remote Sensing Image Fusion AAAI 2025
DreamFuse: Adaptive Image Fusion with Diffusion Transformer ICCV 2025
Laboring on less labors: RPCA Paradigm for Pan-sharpening ICCV 2025
DCEvo: Discriminative Cross-Dimensional Evolutionary Learning for Infrared and Visible Image Fusion CVPR 2025
UltraFusion: Ultra High Dynamic Imaging using Exposure Fusion CVPR 2025
SVDC: Consistent Direct Time-of-Flight Video Depth Completion with Frequency Selective Fusion CVPR 2025
Pixel-aligned RGB-NIR Stereo Imaging and Dataset for Robot Vision CVPR 2025
Binarized Neural Network for Multi-spectral Image Fusion CVPR 2025
SSUN-Net: Spatial-Spectral Prior-Aware Unfolding Network for Pan-Sharpening AAAI 2025
Wavelet-Assisted Multi-Frequency Attention Network for Pansharpening AAAI 2025
Task-driven Image Fusion with Learnable Fusion Loss CVPR 2025