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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
UnMix-NeRF: Spectral Unmixing Meets Neural Radiance FieldsCode1
Learning Enriched Features for Real Image Restoration and EnhancementCode1
Improving Spectral Snapshot Reconstruction with Spectral-Spatial RectificationCode1
AdaptiveWeighted Attention Network with Camera Spectral Sensitivity Prior for Spectral Reconstruction from RGB ImagesCode1
StyleMelGAN: An Efficient High-Fidelity Adversarial Vocoder with Temporal Adaptive NormalizationCode1
Spec-NeRF: Multi-spectral Neural Radiance FieldsCode1
Semantic-embedded Unsupervised Spectral Reconstruction from Single RGB Images in the WildCode1
Restormer: Efficient Transformer for High-Resolution Image RestorationCode1
Deep Amended Gradient Descent for Efficient Spectral Reconstruction from Single RGB ImagesCode1
Residual Degradation Learning Unfolding Framework with Mixing Priors across Spectral and Spatial for Compressive Spectral ImagingCode1
ADJUST: A Dictionary-Based Joint Reconstruction and Unmixing Method for Spectral TomographyCode1
Real-time Hyperspectral Imaging in Hardware via Trained Metasurface EncodersCode1
An efficient CNN for spectral reconstruction from RGB imagesCode1
Dual Prior Unfolding for Snapshot Compressive ImagingCode1
Multi-Stage Progressive Image RestorationCode1
End-to-End Low Cost Compressive Spectral Imaging with Spatial-Spectral Self-AttentionCode1
Enhanced Deep Residual Networks for Single Image Super-ResolutionCode1
GMSR:Gradient-Guided Mamba for Spectral Reconstruction from RGB ImagesCode1
MP-HSIR: A Multi-Prompt Framework for Universal Hyperspectral Image RestorationCode1
Spectral Synthesis for Satellite-to-Satellite TranslationCode1
NTIRE 2020 Challenge on Spectral Reconstruction from an RGB ImageCode0
Synthetic Hyperspectral Array Video Database with Applications to Cross-Spectral Reconstruction and Hyperspectral Video CodingCode0
Audio Spectral Enhancement: Leveraging Autoencoders for Low Latency Reconstruction of Long, Lossy Audio SequencesCode0
Coarse-to-Fine Sparse Transformer for Hyperspectral Image ReconstructionCode0
Deep Low-Dimensional Spectral Image Representation for Compressive Spectral ReconstructionCode0
Degradation-Aware Unfolding Half-Shuffle Transformer for Spectral Compressive ImagingCode0
HDNet: High-resolution Dual-domain Learning for Spectral Compressive ImagingCode0
Hybrid Spatial-spectral Neural Network for Hyperspectral Image DenoisingCode0
Learned Regularization for Inverse Problems: Insights from a Spectral ModelCode0
Light Weight Residual Dense Attention Net for Spectral Reconstruction from RGB ImagesCode0
Model-Guided Network with Cluster-Based Operators for Spatio-Spectral Super-ResolutionCode0
RDFNet: Regional Dynamic FISTA-Net for Spectral Snapshot Compressive ImagingCode0
Reconstructing spectral functions via automatic differentiationCode0
Spectral Reconstruction and Disparity from Spatio-Spectrally Coded Light Fields via Multi-Task Deep LearningCode0
HSCNN: A Hybrid-Siamese Convolutional Neural Network for Extremely Imbalanced Multi-label Text Classification—0
TriDo-Former: A Triple-Domain Transformer for Direct PET Reconstruction from Low-Dose Sinograms—0
GLMHA A Guided Low-rank Multi-Head Self-Attention for Efficient Image Restoration and Spectral Reconstruction—0
FRN: Fractal-Based Recursive Spectral Reconstruction Network—0
Multispectral Imaging with Fresnel Lens—0
Efficient and Accurate Hyperspectral Image Demosaicing with Neural Network Architectures—0
Neural network-based on-chip spectroscopy using a scalable plasmonic encoder—0
Accurate Spectral Super-resolution from Single RGB Image Using Multi-scale CNN—0
One-shot neural band selection for spectral recovery—0
Physically Plausible Spectral Reconstruction from RGB Images—0
Tuning IR-cut Filter for Illumination-aware Spectral Reconstruction from RGB—0
Deeply Learned Filter Response Functions for Hyperspectral Reconstruction—0
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