| A Symmetric Encoder-Decoder with Residual Block for Infrared and Visible Image Fusion | May 27, 2019 | DecoderInfrared And Visible Image Fusion | —Unverified | 0 | 0 |
| Conti-Fuse: A Novel Continuous Decomposition-based Fusion Framework for Infrared and Visible Images | Jun 7, 2024 | Infrared And Visible Image Fusion | —Unverified | 0 | 0 |
| CrossFuse: Learning Infrared and Visible Image Fusion by Cross-Sensor Top-K Vision Alignment and Beyond | Feb 20, 2025 | Autonomous DrivingData Augmentation | —Unverified | 0 | 0 |
| DAAF:Degradation-Aware Adaptive Fusion Framework for Robust Infrared and Visible Images Fusion | Apr 15, 2025 | Infrared And Visible Image Fusion | —Unverified | 0 | 0 |
| Decomposition-based and Interference Perception for Infrared and Visible Image Fusion in Complex Scenes | Feb 3, 2024 | DenoisingDepth Estimation | —Unverified | 0 | 0 |
| Dif-Fusion: Towards High Color Fidelity in Infrared and Visible Image Fusion with Diffusion Models | Jan 19, 2023 | DenoisingInfrared And Visible Image Fusion | —Unverified | 0 | 0 |
| Dual-modal Prior Semantic Guided Infrared and Visible Image Fusion for Intelligent Transportation System | Mar 24, 2024 | Infrared And Visible Image FusionSemantic Segmentation | —Unverified | 0 | 0 |
| Efficient and Model-Based Infrared and Visible Image Fusion Via Algorithm Unrolling | May 12, 2020 | DecoderInfrared And Visible Image Fusion | —Unverified | 0 | 0 |
| Every SAM Drop Counts: Embracing Semantic Priors for Multi-Modality Image Fusion and Beyond | Mar 3, 2025 | Infrared And Visible Image FusionScene Understanding | —Unverified | 0 | 0 |
| Explicit and implicit models in infrared and visible image fusion | Jun 20, 2022 | Infrared And Visible Image Fusion | —Unverified | 0 | 0 |
| From Text to Pixels: A Context-Aware Semantic Synergy Solution for Infrared and Visible Image Fusion | Dec 31, 2023 | Bilevel OptimizationInfrared And Visible Image Fusion | —Unverified | 0 | 0 |
| Fusion of Infrared and Visible Images based on Spatial-Channel Attentional Mechanism | Aug 25, 2023 | Infrared And Visible Image FusionMS-SSIM | —Unverified | 0 | 0 |
| Graph Representation Learning for Infrared and Visible Image Fusion | Nov 1, 2023 | Graph Representation LearningInfrared And Visible Image Fusion | —Unverified | 0 | 0 |
| GrFormer: A Novel Transformer on Grassmann Manifold for Infrared and Visible Image Fusion | Jun 17, 2025 | Infrared And Visible Image FusionSemantic Similarity | —Unverified | 0 | 0 |
| GAN-HA: A generative adversarial network with a novel heterogeneous dual-discriminator network and a new attention-based fusion strategy for infrared and visible image fusion | Apr 24, 2024 | Generative Adversarial NetworkInfrared And Visible Image Fusion | —Unverified | 0 | 0 |
| HSFusion: A high-level vision task-driven infrared and visible image fusion network via semantic and geometric domain transformation | Jul 14, 2024 | Infrared And Visible Image FusionSemantic Segmentation | —Unverified | 0 | 0 |
| IAIFNet: An Illumination-Aware Infrared and Visible Image Fusion Network | Sep 26, 2023 | Infrared And Visible Image Fusion | —Unverified | 0 | 0 |
| Infrared and visible image fusion based on Multi-State Contextual Hidden Markov Model | Jan 26, 2022 | Infrared And Visible Image Fusion | —Unverified | 0 | 0 |
| An Attention-Guided and Wavelet-Constrained Generative Adversarial Network for Infrared and Visible Image Fusion | Oct 20, 2022 | Generative Adversarial NetworkInfrared And Visible Image Fusion | —Unverified | 0 | 0 |
| Infrared and Visible Image Fusion with Hierarchical Human Perception | Sep 14, 2024 | Infrared And Visible Image FusionLanguage Modeling | —Unverified | 0 | 0 |
| Instruction-Driven Fusion of Infrared-Visible Images: Tailoring for Diverse Downstream Tasks | Nov 14, 2024 | Infrared And Visible Image Fusionobject-detection | —Unverified | 0 | 0 |
| Interactive Feature Embedding for Infrared and Visible Image Fusion | Nov 9, 2022 | Infrared And Visible Image FusionSelf-Supervised Learning | —Unverified | 0 | 0 |
| LE2Fusion: A novel local edge enhancement module for infrared and visible image fusion | May 27, 2023 | Image ReconstructionInfrared And Visible Image Fusion | —Unverified | 0 | 0 |
| Learning a Unified Degradation-aware Representation Model for Multi-modal Image Fusion | Mar 10, 2025 | Infrared And Visible Image Fusion | —Unverified | 0 | 0 |
| MaeFuse: Transferring Omni Features with Pretrained Masked Autoencoders for Infrared and Visible Image Fusion via Guided Training | Apr 17, 2024 | Infrared And Visible Image Fusion | —Unverified | 0 | 0 |
| MMA-UNet: A Multi-Modal Asymmetric UNet Architecture for Infrared and Visible Image Fusion | Apr 27, 2024 | Infrared And Visible Image Fusion | —Unverified | 0 | 0 |
| Multi-Scale Feature Fusion using Channel Transformers for Guided Thermal Image Super Resolution | Jun 18, 2024 | Image Super-ResolutionInfrared And Visible Image Fusion | —Unverified | 0 | 0 |
| OCCO: LVM-guided Infrared and Visible Image Fusion Framework based on Object-aware and Contextual COntrastive Learning | Mar 24, 2025 | Contrastive LearningInfrared And Visible Image Fusion | —Unverified | 0 | 0 |
| ATFusion: An Alternate Cross-Attention Transformer Network for Infrared and Visible Image Fusion | Jan 22, 2024 | Infrared And Visible Image Fusion | —Unverified | 0 | 0 |
| S4Fusion: Saliency-aware Selective State Space Model for Infrared Visible Image Fusion | May 31, 2024 | Infrared And Visible Image Fusion | —Unverified | 0 | 0 |
| Sparse Representation based Multi-sensor Image Fusion: A Review | Feb 12, 2017 | Dictionary LearningInfrared And Visible Image Fusion | —Unverified | 0 | 0 |
| SPDFusion: An Infrared and Visible Image Fusion Network Based on a Non-Euclidean Representation of Riemannian Manifolds | Nov 16, 2024 | Infrared And Visible Image FusionRepresentation Learning | —Unverified | 0 | 0 |
| DePF: A Novel Fusion Approach based on Decomposition Pooling for Infrared and Visible Images | May 27, 2023 | DecoderInfrared And Visible Image Fusion | —Unverified | 0 | 0 |