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Spectral Reconstruction

Papers

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Showing 1–50 of 72 papers

TitleStatusHype
SpectraLift: Physics-Guided Spectral-Inversion Network for Self-Supervised Hyperspectral Image Super-Resolution—0
UnMix-NeRF: Spectral Unmixing Meets Neural Radiance FieldsCode1
Model-Guided Network with Cluster-Based Operators for Spatio-Spectral Super-ResolutionCode0
FRN: Fractal-Based Recursive Spectral Reconstruction Network—0
MP-HSIR: A Multi-Prompt Framework for Universal Hyperspectral Image RestorationCode1
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
GMSR:Gradient-Guided Mamba for Spectral Reconstruction from RGB ImagesCode1
Limitations of Data-Driven Spectral Reconstruction -- Optics-Aware Analysis and Mitigation—0
Improving Spectral Snapshot Reconstruction with Spectral-Spatial RectificationCode1
Dual Prior Unfolding for Snapshot Compressive ImagingCode1
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
Spec-NeRF: Multi-spectral Neural Radiance FieldsCode1
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
Residual Degradation Learning Unfolding Framework with Mixing Priors across Spectral and Spatial for Compressive Spectral ImagingCode1
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
MST++: Multi-stage Spectral-wise Transformer for Efficient Spectral ReconstructionCode5
Real-time Hyperspectral Imaging in Hardware via Trained Metasurface EncodersCode1
Coarse-to-Fine Sparse Transformer for Hyperspectral Image ReconstructionCode0
HDNet: High-resolution Dual-domain Learning for Spectral Compressive ImagingCode0
Adaptive Weighted Guided Image Filtering for Depth Enhancement in Shape-From-Focus—0
Continuous Spectral Reconstruction from RGB Images via Implicit Neural Representation—0
ADJUST: A Dictionary-Based Joint Reconstruction and Unmixing Method for Spectral TomographyCode1
Reconstructing spectral functions via automatic differentiationCode0
Restormer: Efficient Transformer for High-Resolution Image RestorationCode1
Deep Low-Dimensional Spectral Image Representation for Compressive Spectral ReconstructionCode0
Mask-guided Spectral-wise Transformer for Efficient Hyperspectral Image ReconstructionCode3
Spectral Variability Augmented Sparse Unmixing of Hyperspectral Images—0
Semantic-embedded Unsupervised Spectral Reconstruction from Single RGB Images in the WildCode1
Deep Amended Gradient Descent for Efficient Spectral Reconstruction from Single RGB ImagesCode1
Audio Spectral Enhancement: Leveraging Autoencoders for Low Latency Reconstruction of Long, Lossy Audio SequencesCode0
A survey on computational spectral reconstruction methods from RGB to hyperspectral imaging—0
HINet: Half Instance Normalization Network for Image RestorationCode1
Self-Regression Learning for Blind Hyperspectral Image Fusion Without Label—0
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