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Hyperspectral Image Super-Resolution

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Showing 1–50 of 52 papers

TitleStatusHype
SpectraLift: Physics-Guided Spectral-Inversion Network for Self-Supervised Hyperspectral Image Super-Resolution—0
Efficient Feedback Gate Network for Hyperspectral Image Super-Resolution—0
DACN: Dual-Attention Convolutional Network for Hyperspectral Image Super-ResolutionCode0
HSRMamba: Efficient Wavelet Stripe State Space Model for Hyperspectral Image Super-ResolutionCode0
A Fusion-Guided Inception Network for Hyperspectral Image Super-ResolutionCode0
Unaligned RGB Guided Hyperspectral Image Super-Resolution with Spatial-Spectral Concordance—0
Towards Lightweight Hyperspectral Image Super-Resolution with Depthwise Separable Dilated Convolutional NetworkCode0
Rethinking the Upsampling Layer in Hyperspectral Image Super Resolution—0
HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-ResolutionCode1
VolFormer: Explore More Comprehensive Cube Interaction for Hyperspectral Image Restoration and BeyondCode1
A Generalized Tensor Formulation for Hyperspectral Image Super-Resolution Under General Spatial Blurring—0
Test-time Training for Hyperspectral Image Super-resolution—0
EigenSR: Eigenimage-Bridged Pre-Trained RGB Learners for Single Hyperspectral Image Super-ResolutionCode1
UnmixingSR: Material-aware Network with Unsupervised Unmixing as Auxiliary Task for Hyperspectral Image Super-resolution—0
Deep unfolding Network for Hyperspectral Image Super-Resolution with Automatic Exposure Correction—0
Cross-Scope Spatial-Spectral Information Aggregation for Hyperspectral Image Super-ResolutionCode1
A Spectral Diffusion Prior for Hyperspectral Image Super-ResolutionCode1
ESSAformer: Efficient Transformer for Hyperspectral Image Super-resolutionCode1
Hyperspectral Image Super-Resolution via Dual-domain Network Based on Hybrid Convolution—0
Hyperspectral Image Super Resolution with Real Unaligned RGB GuidanceCode1
HSR-Diff: Hyperspectral Image Super-Resolution via Conditional Diffusion Models—0
U2Net: A General Framework with Spatial-Spectral-Integrated Double U-Net for Image FusionCode1
Mixture-Net: Low-Rank Deep Image Prior Inspired by Mixture Models for Spectral Image Recovery—0
Deep SURE for Unsupervised Remote Sensing Image FusionCode1
Deep Posterior Distribution-based Embedding for Hyperspectral Image Super-resolutionCode1
Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution with Subpixel FusionCode2
Dual-Stage Approach Toward Hyperspectral Image Super-ResolutionCode1
Hyperspectral Image Super-resolution with Deep Priors and Degradation Model InversionCode1
Implicit Neural Representation Learning for Hyperspectral Image Super-Resolution—0
Learning A 3D-CNN and Transformer Prior for Hyperspectral Image Super-Resolution—0
A Latent Encoder Coupled Generative Adversarial Network (LE-GAN) for Efficient Hyperspectral Image Super-resolution—0
Model Inspired Autoencoder for Unsupervised Hyperspectral Image Super-Resolution—0
Fusformer: A Transformer-based Fusion Approach for Hyperspectral Image Super-resolution—0
Deep Learning Approach for Hyperspectral Image Demosaicking, Spectral Correction and High-resolution RGB Reconstruction—0
LAConv: Local Adaptive Convolution for Image Fusion—0
Enhanced Hyperspectral Image Super-Resolution via RGB Fusion and TV-TV MinimizationCode1
Pansharpening PRISMA Data for Marine Plastic Litter Detection Using Plastic IndexesCode0
Hyperspectral Image Super-Resolution in Arbitrary Input-Output Band Settings—0
Feedback Refined Local-Global Network for Super-Resolution of Hyperspectral ImageryCode0
Hyperspectral Image Super-Resolution with Spectral Mixup and Heterogeneous DatasetsCode1
Hyperspectral Image Super-Resolution via Deep Prior Regularization with Parameter EstimationCode1
Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-ResolutionCode1
Hyperspectral Image Super-resolution via Deep Progressive Zero-centric Residual LearningCode1
Hyperspectral Image Super-resolution via Deep Spatio-spectral Convolutional Neural Networks—0
Learning Spatial-Spectral Prior for Super-Resolution of Hyperspectral ImageryCode1
Spatial-Spectral Residual Network for Hyperspectral Image Super-Resolution—0
Hyperspectral Image Super-Resolution With Optimized RGB GuidanceCode0
Unsupervised and Unregistered Hyperspectral Image Super-Resolution with Mutual Dirichlet-NetCode0
Unsupervised Sparse Dirichlet-Net for Hyperspectral Image Super-Resolution—0
Hyperspectral Image Super-Resolution via Non-Local Sparse Tensor Factorization—0
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