| SpectraLift: Physics-Guided Spectral-Inversion Network for Self-Supervised Hyperspectral Image Super-Resolution | Jul 17, 2025 | Hyperspectral Image Super-ResolutionImage Super-Resolution | —Unverified | 0 |
| UnMix-NeRF: Spectral Unmixing Meets Neural Radiance Fields | Jun 27, 2025 | Hyperspectral UnmixingMaterial Segmentation | CodeCode Available | 1 |
| Model-Guided Network with Cluster-Based Operators for Spatio-Spectral Super-Resolution | May 30, 2025 | Spectral ReconstructionSpectral Super-Resolution | CodeCode Available | 0 |
| FRN: Fractal-Based Recursive Spectral Reconstruction Network | May 21, 2025 | Spectral Reconstruction | —Unverified | 0 |
| MP-HSIR: A Multi-Prompt Framework for Universal Hyperspectral Image Restoration | Mar 12, 2025 | Image RestorationSpectral Reconstruction | CodeCode Available | 1 |
| Unleashing Correlation and Continuity for Hyperspectral Reconstruction from RGB Images | Jan 2, 2025 | Spectral Reconstruction | —Unverified | 0 |
| Active Hyperspectral Imaging Using an Event Camera | Jan 1, 2025 | Spectral Reconstruction | —Unverified | 0 |
| Any-Resolution AI-Generated Image Detection by Spectral Learning | Nov 28, 2024 | Spectral Reconstruction | —Unverified | 0 |
| RGB to Hyperspectral: Spectral Reconstruction for Enhanced Surgical Imaging | Oct 17, 2024 | Decision MakingSpectral Reconstruction | —Unverified | 0 |
| GLMHA A Guided Low-rank Multi-Head Self-Attention for Efficient Image Restoration and Spectral Reconstruction | Oct 1, 2024 | DeblurringImage Restoration | —Unverified | 0 |
| Cost-efficient Active Illumination Camera For Hyper-spectral Reconstruction | Jun 27, 2024 | Spectral Reconstruction | —Unverified | 0 |
| Hybrid Spatial-spectral Neural Network for Hyperspectral Image Denoising | Jun 13, 2024 | DenoisingHyperspectral Image Denoising | CodeCode Available | 0 |
| GMSR:Gradient-Guided Mamba for Spectral Reconstruction from RGB Images | May 13, 2024 | Computational EfficiencyMamba | CodeCode Available | 1 |
| Limitations of Data-Driven Spectral Reconstruction -- Optics-Aware Analysis and Mitigation | Jan 8, 2024 | Data AugmentationSpectral Reconstruction | —Unverified | 0 |
| Improving Spectral Snapshot Reconstruction with Spectral-Spatial Rectification | Jan 1, 2024 | Spectral Reconstruction | CodeCode Available | 1 |
| Dual Prior Unfolding for Snapshot Compressive Imaging | Jan 1, 2024 | DenoisingSpectral Reconstruction | CodeCode Available | 1 |
| Efficient and Accurate Hyperspectral Image Demosaicing with Neural Network Architectures | Dec 21, 2023 | DemosaickingSpectral Reconstruction | —Unverified | 0 |
| Learned Regularization for Inverse Problems: Insights from a Spectral Model | Dec 15, 2023 | Spectral Reconstruction | CodeCode Available | 0 |
| Learning finitely correlated states: stability of the spectral reconstruction | Dec 12, 2023 | Spectral ReconstructionTranslation | —Unverified | 0 |
| Multispectral Imaging with Fresnel Lens | Oct 5, 2023 | Deep LearningSpectral Reconstruction | —Unverified | 0 |
| Spec-NeRF: Multi-spectral Neural Radiance Fields | Sep 14, 2023 | NeRFSpectral Reconstruction | CodeCode Available | 1 |
| Reproducing Kernel Hilbert Space Pruning for Sparse Hyperspectral Abundance Prediction | Aug 16, 2023 | Spectral Reconstruction | —Unverified | 0 |
| TriDo-Former: A Triple-Domain Transformer for Direct PET Reconstruction from Low-Dose Sinograms | Aug 10, 2023 | DenoisingImage Reconstruction | —Unverified | 0 |
| One-shot neural band selection for spectral recovery | May 16, 2023 | Spectral Reconstruction | —Unverified | 0 |
| RDFNet: Regional Dynamic FISTA-Net for Spectral Snapshot Compressive Imaging | Feb 6, 2023 | Spectral Reconstruction | CodeCode Available | 0 |
