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Hyperspectral Image Denoising

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Showing 1–50 of 54 papers

TitleStatusHype
Haar Nuclear Norms with Applications to Remote Sensing Imagery Restoration—0
Pan-denoising: Guided Hyperspectral Image Denoising via Weighted Represent Coefficient Total VariationCode1
Beyond the Visible: Jointly Attending to Spectral and Spatial Dimensions with HSI-Diffusion for the FINCH SpacecraftCode0
Hybrid Spatial-spectral Neural Network for Hyperspectral Image DenoisingCode0
SSUMamba: Spatial-Spectral Selective State Space Model for Hyperspectral Image DenoisingCode2
Spatio-Spectral Structure Tensor Total Variation for Hyperspectral Image Denoising and DestripingCode0
Eigen-CNN: Eigenimages Plus Eigennoise Level Maps Guided Network for Hyperspectral Image DenoisingCode0
Hybrid Convolutional and Attention Network for Hyperspectral Image DenoisingCode2
Adaptive Regularized Low-Rank Tensor Decomposition for Hyperspectral Image Denoising and Destriping—0
Unmixing Diffusion for Self-Supervised Hyperspectral Image Denoising—0
Hyperspectral Image Denoising via Spatial-Spectral Recurrent TransformerCode0
TDiffDe: A Truncated Diffusion Model for Remote Sensing Hyperspectral Image Denoising—0
Hyperspectral Image Denoising via Self-Modulating Convolutional Neural NetworksCode0
Degradation-Noise-Aware Deep Unfolding Transformer for Hyperspectral Image Denoising—0
H2TF for Hyperspectral Image Denoising: Where Hierarchical Nonlinear Transform Meets Hierarchical Matrix Factorization—0
Multi-scale Adaptive Fusion Network for Hyperspectral Image DenoisingCode1
Spectral Enhanced Rectangle Transformer for Hyperspectral Image DenoisingCode1
Hybrid Spectral Denoising Transformer with Guided AttentionCode1
Mixed Attention Network for Hyperspectral Image DenoisingCode1
Learning to adapt unknown noise for hyperspectral image denoising—0
Improved Quasi-Recurrent Neural Network for Hyperspectral Image Denoising—0
Spatial-Spectral Transformer for Hyperspectral Image DenoisingCode1
Deep Sparse and Low-Rank Prior for Hyperspectral Image DenoisingCode0
Deep Plug-and-Play Prior for Hyperspectral Image RestorationCode1
Graph Spatio-Spectral Total Variation Model for Hyperspectral Image Denoising—0
Rank-Enhanced Low-Dimensional Convolution Set for Hyperspectral Image Denoising—0
HyDe: The First Open-Source, Python-Based, GPU-Accelerated Hyperspectral Denoising PackageCode1
DeepTensor: Low-Rank Tensor Decomposition with Deep Network Priors—0
Connections between Deep Equilibrium and Sparse Representation Models with Application to Hyperspectral Image Denoising—0
Hyperspectral Image Denoising Using Non-convex Local Low-rank and Sparse Separation with Spatial-Spectral Total Variation Regularization—0
A Trainable Spectral-Spatial Sparse Coding Model for Hyperspectral Image RestorationCode1
Hyperspectral Mixed Noise Removal via Subspace Representation and Weighted Low-rank Tensor Regularization—0
Multi-modal and frequency-weighted tensor nuclear norm for hyperspectral image denoising—0
Hyperspectral Image Denoising with Log-Based Robust PCA—0
SSCAN: A Spatial-spectral Cross Attention Network for Hyperspectral Image Denoising—0
Hyperspectral Image Denoising Based On Multi-Stream Denoising Network—0
Hyperspectral Image Denoising and Anomaly Detection Based on Low-rank and Sparse RepresentationsCode0
Fast Hyperspectral Image Denoising and Inpainting Based on Low-Rank and Sparse RepresentationsCode1
Hyperspectral Image Denoising via Multi-modal and Double-weighted Tensor Nuclear Norm—0
Hyperspectral image denoising based on global and non-local low-rank factorizationsCode1
Hyperspectral Image Denoising With Realistic DataCode1
SMDS-Net: Model Guided Spectral-Spatial Network for Hyperspectral Image Denoising—0
Evolving Deep Convolutional Neural Networks for Hyperspectral Image Denoising—0
Hyperspectral Image Denoising Using SURE-Based Unsupervised Convolutional Neural NetworksCode1
Hyperspectral Image Denoising with Partially Orthogonal Matrix Vector Tensor Factorization—0
Hyperspectral Image Denoising via Global Spatial-Spectral Total Variation Regularized Nonconvex Local Low-Rank Tensor Approximation—0
Uncertainty Quantification for Hyperspectral Image Denoising Frameworks based on Low-rank Matrix ApproximationCode0
3D Quasi-Recurrent Neural Network for Hyperspectral Image DenoisingCode1
ADRN: Attention-based Deep Residual Network for Hyperspectral Image Denoising—0
Constrained low-tubal-rank tensor recovery for hyperspectral images mixed noise removal by bilateral random projections—0
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