ArticleIEEE transactions on geoscience and remote sensing : a publication of the IEEE Geoscience and Remote Sensing Society2022
Hyperspectral Image Denoising Using Nonconvex Local Low-Rank and Sparse Separation With Spatial-Spectral Total Variation Regularization.
Article in IEEE transactions on geoscience and remote sensing : a publication of the IEEE Geoscience and Remote Sensing Society, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers.
What it found
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The trial behind it
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Who cites it
31 citing papers in PubMed.
- Fourier Shell Analysis: k-Space-Based Metrics for Assessing Super-Resolution in 4D Flow MRI.Magnetic resonance in medicine · 2026Article
- Adaptive Heterogeneity-Aware Tensor Decomposition for Hyperspectral Image Denoising.Sensors (Basel, Switzerland) · 2026Article
- Enhanced Inversion for Distributed Acoustic Sensing: A Robust Approach with HOLp-OGS Regularization.Sensors (Basel, Switzerland) · 2026Article
- Detecting Beta-Amyloid Plaque via Low Rank Based Orthogonal Projection and Spatial-Spectrum Detector Using High-Resolution Quantitative Susceptibility Mapping for Preclinical Studies.IEEE transactions on bio-medical engineering · 2026Article
- HL-Mamba: A High-Low Frequency Interaction Mamba Network for Hyperspectral Image Classification.Sensors (Basel, Switzerland) · 2026Article
- Hyperspectral Imaging and Grading of Kiwifruit with Hierarchical 3D Convolution Data Processing.Sensors (Basel, Switzerland) · 2026Article
- Anchor-guided multi-view fuzzy clustering for hyperspectral and LiDAR images.Scientific reports · 2026Article
- MDF2Former: Multi-Scale Dual-Domain Feature Fusion Transformer for Hyperspectral Image Classification of Bacteria in Murine Wounds.Journal of imaging · 2026Article
- CauseHSI: Counterfactual-Augmented Domain Generalization for Hyperspectral Image Classification via Causal Disentanglement.Journal of imaging · 2026Article
- Hyperspectral Image Denoising via Quasi-Recursive Spectral Attention and Cross-Layer Feature Fusion.Sensors (Basel, Switzerland) · 2025Article
- Compton Camera X-Ray Fluorescence Imaging Design and Image Reconstruction Algorithm Optimization.Journal of imaging · 2025Article
- CViT Weakly Supervised Network Fusing Dual-Branch Local-Global Features for Hyperspectral Image Classification.Entropy (Basel, Switzerland) · 2025Article
- Settlement early warning method for high speed railway subgrades based on TD Transformer.Scientific reports · 2025Article
- CMTNet: a hybrid CNN-transformer network for UAV-based hyperspectral crop classification in precision agriculture.Scientific reports · 2025Article
- Deep structural brain imaging via computational three-photon microscopy.Journal of biomedical optics · 2025Article
- Hyperspectral remote sensing image destriping via spectral-spatial factorization.Scientific reports · 2025Article
- ADMM-TransNet: ADMM-Based Sparse-View CT Reconstruction Method Combining Convolution and Transformer Network.Tomography (Ann Arbor, Mich.) · 2025Article
- OHID-1: A New Large Hyperspectral Image Dataset for Multi-Classification.Scientific data · 2025Article
- Predicting breast cancer treatment response and prognosis using AI-based image classification.Frontiers in oncology · 2025Article
- GroupFormer for hyperspectral image classification through group attention.Scientific reports · 2024Article
Corrections and comments
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Authors and funding
9 authors.
Funding
Abstract
In this paper, we propose a novel nonconvex approach to robust principal component analysis for HSI denoising, which focuses on simultaneously developing more accurate approximations to both rank and column-wise sparsity for the low-rank and sparse components, respectively. In particular, the new method adopts the log-determinant rank approximation and a novel
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.