| Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution with Subpixel Fusion | May 7, 2022 | Hyperspectral Image Super-ResolutionImage Super-Resolution | CodeCode Available | 2 |
| HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution | Jan 30, 2025 | Hyperspectral Image Super-ResolutionImage Super-Resolution | CodeCode Available | 1 |
| VolFormer: Explore More Comprehensive Cube Interaction for Hyperspectral Image Restoration and Beyond | Jan 1, 2025 | Hyperspectral Image Super-ResolutionImage Restoration | CodeCode Available | 1 |
| EigenSR: Eigenimage-Bridged Pre-Trained RGB Learners for Single Hyperspectral Image Super-Resolution | Sep 6, 2024 | Hyperspectral Image Super-ResolutionImage Super-Resolution | CodeCode Available | 1 |
| Cross-Scope Spatial-Spectral Information Aggregation for Hyperspectral Image Super-Resolution | Nov 29, 2023 | Hyperspectral Image Super-ResolutionImage Super-Resolution | CodeCode Available | 1 |
| A Spectral Diffusion Prior for Hyperspectral Image Super-Resolution | Nov 15, 2023 | Hyperspectral Image Super-ResolutionImage Super-Resolution | CodeCode Available | 1 |
| ESSAformer: Efficient Transformer for Hyperspectral Image Super-resolution | Jul 26, 2023 | Hyperspectral Image Super-ResolutionImage Super-Resolution | CodeCode Available | 1 |
| Hyperspectral Image Super Resolution with Real Unaligned RGB Guidance | Feb 13, 2023 | Hyperspectral Image Super-ResolutionImage Super-Resolution | CodeCode Available | 1 |
| U2Net: A General Framework with Spatial-Spectral-Integrated Double U-Net for Image Fusion | Dec 13, 2022 | Hyperspectral Image Super-ResolutionImage Super-Resolution | CodeCode Available | 1 |
| Deep SURE for Unsupervised Remote Sensing Image Fusion | Oct 19, 2022 | Hyperspectral Image Super-Resolution | CodeCode Available | 1 |
| Deep Posterior Distribution-based Embedding for Hyperspectral Image Super-resolution | May 30, 2022 | Hyperspectral Image Super-ResolutionImage Super-Resolution | CodeCode Available | 1 |
| Dual-Stage Approach Toward Hyperspectral Image Super-Resolution | Apr 9, 2022 | Hyperspectral Image Super-ResolutionImage Super-Resolution | CodeCode Available | 1 |
| Hyperspectral Image Super-resolution with Deep Priors and Degradation Model Inversion | Jan 24, 2022 | Hyperspectral Image Super-ResolutionImage Super-Resolution | CodeCode Available | 1 |
| Enhanced Hyperspectral Image Super-Resolution via RGB Fusion and TV-TV Minimization | Jun 13, 2021 | AstronomyHyperspectral Image Super-Resolution | CodeCode Available | 1 |
| Hyperspectral Image Super-Resolution with Spectral Mixup and Heterogeneous Datasets | Jan 19, 2021 | Data AugmentationHyperspectral Image Super-Resolution | CodeCode Available | 1 |
| Hyperspectral Image Super-Resolution via Deep Prior Regularization with Parameter Estimation | Sep 9, 2020 | Hyperspectral Image Super-ResolutionImage Super-Resolution | CodeCode Available | 1 |
| Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-Resolution | Jul 10, 2020 | Hyperspectral Image Super-ResolutionImage Super-Resolution | CodeCode Available | 1 |
| Hyperspectral Image Super-resolution via Deep Progressive Zero-centric Residual Learning | Jun 18, 2020 | Hyperspectral Image Super-ResolutionHyperspectral Unmixing | CodeCode Available | 1 |
| Learning Spatial-Spectral Prior for Super-Resolution of Hyperspectral Imagery | May 18, 2020 | Hyperspectral Image Super-ResolutionImage Super-Resolution | CodeCode Available | 1 |
| SpectraLift: Physics-Guided Spectral-Inversion Network for Self-Supervised Hyperspectral Image Super-Resolution | Jul 17, 2025 | Hyperspectral Image Super-ResolutionImage Super-Resolution | —Unverified | 0 |
| Efficient Feedback Gate Network for Hyperspectral Image Super-Resolution | Jun 20, 2025 | Hyperspectral Image Super-ResolutionImage Super-Resolution | —Unverified | 0 |
| DACN: Dual-Attention Convolutional Network for Hyperspectral Image Super-Resolution | Jun 5, 2025 | Hyperspectral Image Super-ResolutionImage Super-Resolution | CodeCode Available | 0 |
| HSRMamba: Efficient Wavelet Stripe State Space Model for Hyperspectral Image Super-Resolution | May 16, 2025 | Computational EfficiencyHyperspectral Image Super-Resolution | CodeCode Available | 0 |
| A Fusion-Guided Inception Network for Hyperspectral Image Super-Resolution | May 6, 2025 | Hyperspectral Image Super-ResolutionImage Super-Resolution | CodeCode Available | 0 |
| Unaligned RGB Guided Hyperspectral Image Super-Resolution with Spatial-Spectral Concordance | May 4, 2025 | Hyperspectral Image Super-ResolutionImage Super-Resolution | —Unverified | 0 |
