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Hyperspectral Image Denoising

Papers

Showing 150 of 54 papers

TitleStatusHype
SSUMamba: Spatial-Spectral Selective State Space Model for Hyperspectral Image DenoisingCode2
Hybrid Convolutional and Attention Network for Hyperspectral Image DenoisingCode2
Hybrid Spectral Denoising Transformer with Guided AttentionCode1
HyDe: The First Open-Source, Python-Based, GPU-Accelerated Hyperspectral Denoising PackageCode1
Non-local Meets Global: An Integrated Paradigm for Hyperspectral DenoisingCode1
Hyperspectral image denoising based on global and non-local low-rank factorizationsCode1
Spatial-Spectral Transformer for Hyperspectral Image DenoisingCode1
Multi-scale Adaptive Fusion Network for Hyperspectral Image DenoisingCode1
Deep Plug-and-Play Prior for Hyperspectral Image RestorationCode1
Hyperspectral Image Denoising Using SURE-Based Unsupervised Convolutional Neural NetworksCode1
Fast Hyperspectral Image Denoising and Inpainting Based on Low-Rank and Sparse RepresentationsCode1
Mixed Attention Network for Hyperspectral Image DenoisingCode1
Hyperspectral Image Denoising With Realistic DataCode1
Spectral Enhanced Rectangle Transformer for Hyperspectral Image DenoisingCode1
A Trainable Spectral-Spatial Sparse Coding Model for Hyperspectral Image RestorationCode1
3D Quasi-Recurrent Neural Network for Hyperspectral Image DenoisingCode1
Pan-denoising: Guided Hyperspectral Image Denoising via Weighted Represent Coefficient Total VariationCode1
Hyperspectral Image Denoising with Partially Orthogonal Matrix Vector Tensor Factorization0
Adaptive Regularized Low-Rank Tensor Decomposition for Hyperspectral Image Denoising and Destriping0
Adaptive Spatial-Spectral Dictionary Learning for Hyperspectral Image Denoising0
ADRN: Attention-based Deep Residual Network for Hyperspectral Image Denoising0
Learning to adapt unknown noise for hyperspectral image denoising0
Constrained low-tubal-rank tensor recovery for hyperspectral images mixed noise removal by bilateral random projections0
Connections between Deep Equilibrium and Sparse Representation Models with Application to Hyperspectral Image Denoising0
DeepTensor: Low-Rank Tensor Decomposition with Deep Network Priors0
Degradation-Noise-Aware Deep Unfolding Transformer for Hyperspectral Image Denoising0
Evolving Deep Convolutional Neural Networks for Hyperspectral Image Denoising0
Graph Spatio-Spectral Total Variation Model for Hyperspectral Image Denoising0
H2TF for Hyperspectral Image Denoising: Where Hierarchical Nonlinear Transform Meets Hierarchical Matrix Factorization0
Haar Nuclear Norms with Applications to Remote Sensing Imagery Restoration0
Hyperspectral Image Denoising Based On Multi-Stream Denoising Network0
Hyperspectral Image Denoising Using Non-convex Local Low-rank and Sparse Separation with Spatial-Spectral Total Variation Regularization0
Hyperspectral Image Denoising via Global Spatial-Spectral Total Variation Regularized Nonconvex Local Low-Rank Tensor Approximation0
Hyperspectral Image Denoising with Log-Based Robust PCA0
Hyperspectral Image Denoising via Multi-modal and Double-weighted Tensor Nuclear Norm0
Hyperspectral Mixed Noise Removal via Subspace Representation and Weighted Low-rank Tensor Regularization0
Improved Quasi-Recurrent Neural Network for Hyperspectral Image Denoising0
Multi-modal and frequency-weighted tensor nuclear norm for hyperspectral image denoising0
Rank-Enhanced Low-Dimensional Convolution Set for Hyperspectral Image Denoising0
SMDS-Net: Model Guided Spectral-Spatial Network for Hyperspectral Image Denoising0
SSCAN: A Spatial-spectral Cross Attention Network for Hyperspectral Image Denoising0
TDiffDe: A Truncated Diffusion Model for Remote Sensing Hyperspectral Image Denoising0
Unmixing Diffusion for Self-Supervised Hyperspectral Image Denoising0
Weighted Low-rank Tensor Recovery for Hyperspectral Image Restoration0
Hyperspectral Image Denoising via Spatial-Spectral Recurrent TransformerCode0
Beyond the Visible: Jointly Attending to Spectral and Spatial Dimensions with HSI-Diffusion for the FINCH SpacecraftCode0
Eigen-CNN: Eigenimages Plus Eigennoise Level Maps Guided Network for Hyperspectral Image DenoisingCode0
Spatio-Spectral Structure Tensor Total Variation for Hyperspectral Image Denoising and DestripingCode0
Hyperspectral Image Denoising via Self-Modulating Convolutional Neural NetworksCode0
Deep Sparse and Low-Rank Prior for Hyperspectral Image DenoisingCode0
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