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Hyperspectral Image Denoising

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Showing 1–50 of 54 papers

TitleStatusHype
SSUMamba: Spatial-Spectral Selective State Space Model for Hyperspectral Image DenoisingCode2
Hybrid Convolutional and Attention Network for Hyperspectral Image DenoisingCode2
Pan-denoising: Guided Hyperspectral Image Denoising via Weighted Represent Coefficient Total VariationCode1
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
Spatial-Spectral Transformer for Hyperspectral Image DenoisingCode1
Deep Plug-and-Play Prior for Hyperspectral Image RestorationCode1
HyDe: The First Open-Source, Python-Based, GPU-Accelerated Hyperspectral Denoising PackageCode1
A Trainable Spectral-Spatial Sparse Coding Model for Hyperspectral Image RestorationCode1
Fast Hyperspectral Image Denoising and Inpainting Based on Low-Rank and Sparse RepresentationsCode1
Hyperspectral image denoising based on global and non-local low-rank factorizationsCode1
Hyperspectral Image Denoising With Realistic DataCode1
Hyperspectral Image Denoising Using SURE-Based Unsupervised Convolutional Neural NetworksCode1
3D Quasi-Recurrent Neural Network for Hyperspectral Image DenoisingCode1
Non-local Meets Global: An Integrated Paradigm for Hyperspectral DenoisingCode1
Haar Nuclear Norms with Applications to Remote Sensing Imagery Restoration—0
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
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
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
Learning to adapt unknown noise for hyperspectral image denoising—0
Improved Quasi-Recurrent Neural Network for Hyperspectral Image Denoising—0
Deep Sparse and Low-Rank Prior for Hyperspectral Image DenoisingCode0
Graph Spatio-Spectral Total Variation Model for Hyperspectral Image Denoising—0
Rank-Enhanced Low-Dimensional Convolution Set for Hyperspectral Image Denoising—0
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
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
Hyperspectral Image Denoising via Multi-modal and Double-weighted Tensor Nuclear Norm—0
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 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
ADRN: Attention-based Deep Residual Network for Hyperspectral Image Denoising—0
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