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Hyperspectral Image Super-Resolution

Papers

Showing 150 of 52 papers

TitleStatusHype
Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution with Subpixel FusionCode2
Cross-Scope Spatial-Spectral Information Aggregation for Hyperspectral Image Super-ResolutionCode1
HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-ResolutionCode1
U2Net: A General Framework with Spatial-Spectral-Integrated Double U-Net for Image FusionCode1
Hyperspectral Image Super-resolution via Deep Progressive Zero-centric Residual LearningCode1
Hyperspectral Image Super-Resolution via Deep Prior Regularization with Parameter EstimationCode1
Deep Posterior Distribution-based Embedding for Hyperspectral Image Super-resolutionCode1
Deep SURE for Unsupervised Remote Sensing Image FusionCode1
Learning Spatial-Spectral Prior for Super-Resolution of Hyperspectral ImageryCode1
Hyperspectral Image Super-Resolution with Spectral Mixup and Heterogeneous DatasetsCode1
Hyperspectral Image Super-resolution with Deep Priors and Degradation Model InversionCode1
Hyperspectral Image Super Resolution with Real Unaligned RGB GuidanceCode1
A Spectral Diffusion Prior for Hyperspectral Image Super-ResolutionCode1
Dual-Stage Approach Toward Hyperspectral Image Super-ResolutionCode1
VolFormer: Explore More Comprehensive Cube Interaction for Hyperspectral Image Restoration and BeyondCode1
EigenSR: Eigenimage-Bridged Pre-Trained RGB Learners for Single Hyperspectral Image Super-ResolutionCode1
Enhanced Hyperspectral Image Super-Resolution via RGB Fusion and TV-TV MinimizationCode1
Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-ResolutionCode1
ESSAformer: Efficient Transformer for Hyperspectral Image Super-resolutionCode1
Test-time Training for Hyperspectral Image Super-resolution0
A Generalized Tensor Formulation for Hyperspectral Image Super-Resolution Under General Spatial Blurring0
A Latent Encoder Coupled Generative Adversarial Network (LE-GAN) for Efficient Hyperspectral Image Super-resolution0
Bayesian Sparse Representation for Hyperspectral Image Super Resolution0
Deep Learning Approach for Hyperspectral Image Demosaicking, Spectral Correction and High-resolution RGB Reconstruction0
Deep unfolding Network for Hyperspectral Image Super-Resolution with Automatic Exposure Correction0
Efficient Feedback Gate Network for Hyperspectral Image Super-Resolution0
Fusformer: A Transformer-based Fusion Approach for Hyperspectral Image Super-resolution0
HSR-Diff: Hyperspectral Image Super-Resolution via Conditional Diffusion Models0
Hyperspectral Image Super-Resolution in Arbitrary Input-Output Band Settings0
Hyperspectral Image Super-resolution via Deep Spatio-spectral Convolutional Neural Networks0
Hyperspectral Image Super-Resolution via Dual-domain Network Based on Hybrid Convolution0
Hyperspectral Image Super-Resolution via Non-Local Sparse Tensor Factorization0
Implicit Neural Representation Learning for Hyperspectral Image Super-Resolution0
LAConv: Local Adaptive Convolution for Image Fusion0
Learning A 3D-CNN and Transformer Prior for Hyperspectral Image Super-Resolution0
Model Inspired Autoencoder for Unsupervised Hyperspectral Image Super-Resolution0
Rethinking the Upsampling Layer in Hyperspectral Image Super Resolution0
Spatial-Spectral Residual Network for Hyperspectral Image Super-Resolution0
SpectraLift: Physics-Guided Spectral-Inversion Network for Self-Supervised Hyperspectral Image Super-Resolution0
Super-resolution reconstruction of hyperspectral images via low rank tensor modeling and total variation regularization0
Unaligned RGB Guided Hyperspectral Image Super-Resolution with Spatial-Spectral Concordance0
UnmixingSR: Material-aware Network with Unsupervised Unmixing as Auxiliary Task for Hyperspectral Image Super-resolution0
Unsupervised Sparse Dirichlet-Net for Hyperspectral Image Super-Resolution0
Mixture-Net: Low-Rank Deep Image Prior Inspired by Mixture Models for Spectral Image Recovery0
Hyperspectral Image Super-Resolution With Optimized RGB GuidanceCode0
Unsupervised and Unregistered Hyperspectral Image Super-Resolution with Mutual Dirichlet-NetCode0
DACN: Dual-Attention Convolutional Network for Hyperspectral Image Super-ResolutionCode0
Pansharpening PRISMA Data for Marine Plastic Litter Detection Using Plastic IndexesCode0
HSRMamba: Efficient Wavelet Stripe State Space Model for Hyperspectral Image Super-ResolutionCode0
A Fusion-Guided Inception Network for Hyperspectral Image Super-ResolutionCode0
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