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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
Hierarchical Regression Network for Spectral Reconstruction from RGB ImagesCode1
HINet: Half Instance Normalization Network for Image RestorationCode1
AdaptiveWeighted Attention Network with Camera Spectral Sensitivity Prior for Spectral Reconstruction from RGB ImagesCode1
Residual Degradation Learning Unfolding Framework with Mixing Priors across Spectral and Spatial for Compressive Spectral ImagingCode1
Deep Amended Gradient Descent for Efficient Spectral Reconstruction from Single RGB ImagesCode1
Improving Spectral Snapshot Reconstruction with Spectral-Spatial RectificationCode1
UnMix-NeRF: Spectral Unmixing Meets Neural Radiance FieldsCode1
Real-time Hyperspectral Imaging in Hardware via Trained Metasurface EncodersCode1
Learning Enriched Features for Real Image Restoration and EnhancementCode1
Spec-NeRF: Multi-spectral Neural Radiance FieldsCode1
Multi-Stage Progressive Image RestorationCode1
StyleMelGAN: An Efficient High-Fidelity Adversarial Vocoder with Temporal Adaptive NormalizationCode1
MP-HSIR: A Multi-Prompt Framework for Universal Hyperspectral Image RestorationCode1
Semantic-embedded Unsupervised Spectral Reconstruction from Single RGB Images in the WildCode1
Dual Prior Unfolding for Snapshot Compressive ImagingCode1
Spectral Synthesis for Satellite-to-Satellite TranslationCode1
End-to-End Low Cost Compressive Spectral Imaging with Spatial-Spectral Self-AttentionCode1
Enhanced Deep Residual Networks for Single Image Super-ResolutionCode1
ADJUST: A Dictionary-Based Joint Reconstruction and Unmixing Method for Spectral TomographyCode1
GMSR:Gradient-Guided Mamba for Spectral Reconstruction from RGB ImagesCode1
An efficient CNN for spectral reconstruction from RGB imagesCode1
Restormer: Efficient Transformer for High-Resolution Image RestorationCode1
Accurate Spectral Super-resolution from Single RGB Image Using Multi-scale CNN—0
Active Hyperspectral Imaging Using an Event Camera—0
Adaptive Weighted Guided Image Filtering for Depth Enhancement in Shape-From-Focus—0
Any-Resolution AI-Generated Image Detection by Spectral Learning—0
Continuous Spectral Reconstruction from RGB Images via Implicit Neural Representation—0
Cost-efficient Active Illumination Camera For Hyper-spectral Reconstruction—0
DDX7: Differentiable FM Synthesis of Musical Instrument Sounds—0
Deep-learning-based on-chip rapid spectral imaging with high spatial resolution—0
Deeply Learned Filter Response Functions for Hyperspectral Reconstruction—0
Efficient and Accurate Hyperspectral Image Demosaicing with Neural Network Architectures—0
FRN: Fractal-Based Recursive Spectral Reconstruction Network—0
GLMHA A Guided Low-rank Multi-Head Self-Attention for Efficient Image Restoration and Spectral Reconstruction—0
HSCNN: A Hybrid-Siamese Convolutional Neural Network for Extremely Imbalanced Multi-label Text Classification—0
Hyperspectral Image Reconstruction from Multispectral Images Using Non-Local Filtering—0
A survey on computational spectral reconstruction methods from RGB to hyperspectral imaging—0
Learning finitely correlated states: stability of the spectral reconstruction—0
Limitations of Data-Driven Spectral Reconstruction -- Optics-Aware Analysis and Mitigation—0
Physically Plausible Spectral Reconstruction from RGB Images—0
Reproducing Kernel Hilbert Space Pruning for Sparse Hyperspectral Abundance Prediction—0
RGB to Hyperspectral: Spectral Reconstruction for Enhanced Surgical Imaging—0
Self-Regression Learning for Blind Hyperspectral Image Fusion Without Label—0
Spatio-spectral Image Reconstruction Using Non-local Filtering—0
SpectraLift: Physics-Guided Spectral-Inversion Network for Self-Supervised Hyperspectral Image Super-Resolution—0
Spectral Reconstruction From Dispersive Blur: A Novel Light Efficient Spectral Imager—0
Spectral Reconstruction with Deep Neural Networks—0
Spectral Variability Augmented Sparse Unmixing of Hyperspectral Images—0
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