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Spectral Reconstruction

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Showing 1–50 of 72 papers

TitleStatusHype
MST++: Multi-stage Spectral-wise Transformer for Efficient Spectral ReconstructionCode5
Mask-guided Spectral-wise Transformer for Efficient Hyperspectral Image ReconstructionCode3
UnMix-NeRF: Spectral Unmixing Meets Neural Radiance FieldsCode1
MP-HSIR: A Multi-Prompt Framework for Universal Hyperspectral Image RestorationCode1
GMSR:Gradient-Guided Mamba for Spectral Reconstruction from RGB ImagesCode1
Improving Spectral Snapshot Reconstruction with Spectral-Spatial RectificationCode1
Dual Prior Unfolding for Snapshot Compressive ImagingCode1
Spec-NeRF: Multi-spectral Neural Radiance FieldsCode1
Residual Degradation Learning Unfolding Framework with Mixing Priors across Spectral and Spatial for Compressive Spectral ImagingCode1
Real-time Hyperspectral Imaging in Hardware via Trained Metasurface EncodersCode1
ADJUST: A Dictionary-Based Joint Reconstruction and Unmixing Method for Spectral TomographyCode1
Restormer: Efficient Transformer for High-Resolution Image RestorationCode1
Semantic-embedded Unsupervised Spectral Reconstruction from Single RGB Images in the WildCode1
Deep Amended Gradient Descent for Efficient Spectral Reconstruction from Single RGB ImagesCode1
HINet: Half Instance Normalization Network for Image RestorationCode1
Multi-Stage Progressive Image RestorationCode1
StyleMelGAN: An Efficient High-Fidelity Adversarial Vocoder with Temporal Adaptive NormalizationCode1
Spectral Synthesis for Satellite-to-Satellite TranslationCode1
End-to-End Low Cost Compressive Spectral Imaging with Spatial-Spectral Self-AttentionCode1
AdaptiveWeighted Attention Network with Camera Spectral Sensitivity Prior for Spectral Reconstruction from RGB ImagesCode1
Hierarchical Regression Network for Spectral Reconstruction from RGB ImagesCode1
Learning Enriched Features for Real Image Restoration and EnhancementCode1
An efficient CNN for spectral reconstruction from RGB imagesCode1
Enhanced Deep Residual Networks for Single Image Super-ResolutionCode1
SpectraLift: Physics-Guided Spectral-Inversion Network for Self-Supervised Hyperspectral Image Super-Resolution—0
Model-Guided Network with Cluster-Based Operators for Spatio-Spectral Super-ResolutionCode0
FRN: Fractal-Based Recursive Spectral Reconstruction Network—0
Unleashing Correlation and Continuity for Hyperspectral Reconstruction from RGB Images—0
Active Hyperspectral Imaging Using an Event Camera—0
Any-Resolution AI-Generated Image Detection by Spectral Learning—0
RGB to Hyperspectral: Spectral Reconstruction for Enhanced Surgical Imaging—0
GLMHA A Guided Low-rank Multi-Head Self-Attention for Efficient Image Restoration and Spectral Reconstruction—0
Cost-efficient Active Illumination Camera For Hyper-spectral Reconstruction—0
Hybrid Spatial-spectral Neural Network for Hyperspectral Image DenoisingCode0
Limitations of Data-Driven Spectral Reconstruction -- Optics-Aware Analysis and Mitigation—0
Efficient and Accurate Hyperspectral Image Demosaicing with Neural Network Architectures—0
Learned Regularization for Inverse Problems: Insights from a Spectral ModelCode0
Learning finitely correlated states: stability of the spectral reconstruction—0
Multispectral Imaging with Fresnel Lens—0
Reproducing Kernel Hilbert Space Pruning for Sparse Hyperspectral Abundance Prediction—0
TriDo-Former: A Triple-Domain Transformer for Direct PET Reconstruction from Low-Dose Sinograms—0
One-shot neural band selection for spectral recovery—0
RDFNet: Regional Dynamic FISTA-Net for Spectral Snapshot Compressive ImagingCode0
Synthetic Hyperspectral Array Video Database with Applications to Cross-Spectral Reconstruction and Hyperspectral Video CodingCode0
Deep-learning-based on-chip rapid spectral imaging with high spatial resolution—0
Hyperspectral Image Reconstruction from Multispectral Images Using Non-Local Filtering—0
Spatio-spectral Image Reconstruction Using Non-local Filtering—0
DDX7: Differentiable FM Synthesis of Musical Instrument Sounds—0
Degradation-Aware Unfolding Half-Shuffle Transformer for Spectral Compressive ImagingCode0
Coarse-to-Fine Sparse Transformer for Hyperspectral Image ReconstructionCode0
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