A TRPCA-Inspired Deep Unfolding Network for Hyperspectral Image Denoising via Thresholded t-SVD and Top-K Sparse Transformer
Fuente:
arXiv
Guardado en:
| Autores principales: | Li, Liang, Zhao, Jianli, Fang, Sheng, Chen, Siyu, Sun, Hui |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Deep Equilibrium Convolutional Sparse Coding for Hyperspectral Image Denoising
por: Ye, Jin, et al.
Publicado: (2025)
por: Ye, Jin, et al.
Publicado: (2025)
Flow-Matching Guided Deep Unfolding for Hyperspectral Image Reconstruction
por: Ai, Yi, et al.
Publicado: (2025)
por: Ai, Yi, et al.
Publicado: (2025)
UnfoldIR: Rethinking Deep Unfolding Network in Illumination Degradation Image Restoration
por: He, Chunming, et al.
Publicado: (2025)
por: He, Chunming, et al.
Publicado: (2025)
Hybrid-Domain Synergistic Transformer for Hyperspectral Image Denoising
por: Li, Haoyue, et al.
Publicado: (2025)
por: Li, Haoyue, et al.
Publicado: (2025)
Hyperspectral Image Denoising via Spatial-Spectral Recurrent Transformer
por: Fu, Guanyiman, et al.
Publicado: (2023)
por: Fu, Guanyiman, et al.
Publicado: (2023)
Dual Degradation-Inspired Deep Unfolding Network for Low-Light Image Enhancement
por: Wang, Huake, et al.
Publicado: (2023)
por: Wang, Huake, et al.
Publicado: (2023)
Hybrid Spatial-spectral Neural Network for Hyperspectral Image Denoising
por: Liang, Hao, et al.
Publicado: (2024)
por: Liang, Hao, et al.
Publicado: (2024)
Iterative Low-rank Network for Hyperspectral Image Denoising
por: Ye, Jin, et al.
Publicado: (2025)
por: Ye, Jin, et al.
Publicado: (2025)
Unfolding ADMM for Enhanced Subspace Clustering of Hyperspectral Images
por: Li, Xianlu, et al.
Publicado: (2024)
por: Li, Xianlu, et al.
Publicado: (2024)
Deep LoRA-Unfolding Networks for Image Restoration
por: Wang, Xiangming, et al.
Publicado: (2026)
por: Wang, Xiangming, et al.
Publicado: (2026)
Deep Unfolding Multi-modal Image Fusion Network via Attribution Analysis
por: Bai, Haowen, et al.
Publicado: (2025)
por: Bai, Haowen, et al.
Publicado: (2025)
RadioDUN: A Physics-Inspired Deep Unfolding Network for Radio Map Estimation
por: Chen, Taiqin, et al.
Publicado: (2025)
por: Chen, Taiqin, et al.
Publicado: (2025)
Preventing Overfitting in Deep Image Prior for Hyperspectral Image Denoising
por: Gkotsis, Panagiotis, et al.
Publicado: (2026)
por: Gkotsis, Panagiotis, et al.
Publicado: (2026)
HIDFlowNet: A Flow-Based Deep Network for Hyperspectral Image Denoising
por: Wang, Qizhou, et al.
Publicado: (2023)
por: Wang, Qizhou, et al.
Publicado: (2023)
Semantically Robust Unsupervised Image Translation for Paired Remote Sensing Images
por: Fang, Sheng, et al.
Publicado: (2025)
por: Fang, Sheng, et al.
Publicado: (2025)
Hybrid Convolutional and Attention Network for Hyperspectral Image Denoising
por: Hu, Shuai, et al.
Publicado: (2024)
por: Hu, Shuai, et al.
Publicado: (2024)
Real Noise Decoupling for Hyperspectral Image Denoising
por: Zhang, Yingkai, et al.
Publicado: (2025)
por: Zhang, Yingkai, et al.
Publicado: (2025)
Detail Matters: Mamba-Inspired Joint Unfolding Network for Snapshot Spectral Compressive Imaging
por: Qin, Mengjie, et al.
Publicado: (2025)
por: Qin, Mengjie, et al.
Publicado: (2025)
Adaptive Step-size Perception Unfolding Network with Non-local Hybrid Attention for Hyperspectral Image Reconstruction
por: Yang, Yanan, et al.
Publicado: (2024)
por: Yang, Yanan, et al.
Publicado: (2024)
Diffusion-Denoised Hyperspectral Gaussian Splatting
por: Narayanan, Sunil Kumar, et al.
Publicado: (2025)
por: Narayanan, Sunil Kumar, et al.
Publicado: (2025)
UIE-UnFold: Deep Unfolding Network with Color Priors and Vision Transformer for Underwater Image Enhancement
por: Lei, Yingtie, et al.
Publicado: (2024)
por: Lei, Yingtie, et al.
Publicado: (2024)
Physical Degradation Model-Guided Interferometric Hyperspectral Reconstruction with Unfolding Transformer
por: Li, Yuansheng, et al.
Publicado: (2025)
por: Li, Yuansheng, et al.
Publicado: (2025)
Sparse Deformable Mamba for Hyperspectral Image Classification
por: Xu, Lincoln Linlin, et al.
Publicado: (2025)
por: Xu, Lincoln Linlin, et al.
Publicado: (2025)
Dual-Path Hyperprior Informed Deep Unfolding Network for Image Compressive Sensing
por: Lu, Tianyi, et al.
Publicado: (2026)
por: Lu, Tianyi, et al.
Publicado: (2026)
SVD-ViT: Does SVD Make Vision Transformers Attend More to the Foreground?
por: Murata, Haruhiko, et al.
Publicado: (2026)
por: Murata, Haruhiko, et al.
Publicado: (2026)
Pan-denoising: Guided Hyperspectral Image Denoising via Weighted Represent Coefficient Total Variation
por: Xu, Shuang, et al.
Publicado: (2024)
por: Xu, Shuang, et al.
Publicado: (2024)
SGDFormer: One-stage Transformer-based Architecture for Cross-Spectral Stereo Image Guided Denoising
por: Zhang, Runmin, et al.
Publicado: (2024)
por: Zhang, Runmin, et al.
Publicado: (2024)
Structural Similarity-Inspired Unfolding for Lightweight Image Super-Resolution
por: Ni, Zhangkai, et al.
Publicado: (2025)
por: Ni, Zhangkai, et al.
Publicado: (2025)
Sparse but not Simpler: A Multi-Level Interpretability Analysis of Vision Transformers
por: Zhang, Siyu
Publicado: (2026)
por: Zhang, Siyu
Publicado: (2026)
Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image
por: Xu, Shuang, et al.
Publicado: (2024)
por: Xu, Shuang, et al.
Publicado: (2024)
Dual Selective Fusion Transformer Network for Hyperspectral Image Classification
por: Xu, Yichu, et al.
Publicado: (2024)
por: Xu, Yichu, et al.
Publicado: (2024)
Low-Rank Representations Meets Deep Unfolding: A Generalized and Interpretable Network for Hyperspectral Anomaly Detection
por: Li, Chenyu, et al.
Publicado: (2024)
por: Li, Chenyu, et al.
Publicado: (2024)
LRDUN: A Low-Rank Deep Unfolding Network for Efficient Spectral Compressive Imaging
por: Huang, He, et al.
Publicado: (2025)
por: Huang, He, et al.
Publicado: (2025)
Neural Image Unfolding: Flattening Sparse Anatomical Structures using Neural Fields
por: Rist, Leonhard, et al.
Publicado: (2024)
por: Rist, Leonhard, et al.
Publicado: (2024)
PatchSVD: A Non-uniform SVD-based Image Compression Algorithm
por: Golpayegani, Zahra, et al.
Publicado: (2024)
por: Golpayegani, Zahra, et al.
Publicado: (2024)
Discrete Wavelet Transform-Based Capsule Network for Hyperspectral Image Classification
por: Gao, Zhiqiang, et al.
Publicado: (2025)
por: Gao, Zhiqiang, et al.
Publicado: (2025)
Physically Interpretable Multi-Degradation Image Restoration via Deep Unfolding and Explainable Convolution
por: Gao, Hu, et al.
Publicado: (2025)
por: Gao, Hu, et al.
Publicado: (2025)
Using Powerful Prior Knowledge of Diffusion Model in Deep Unfolding Networks for Image Compressive Sensing
por: Liao, Chen, et al.
Publicado: (2025)
por: Liao, Chen, et al.
Publicado: (2025)
LLEMamba: Low-Light Enhancement via Relighting-Guided Mamba with Deep Unfolding Network
por: Zhang, Xuanqi, et al.
Publicado: (2024)
por: Zhang, Xuanqi, et al.
Publicado: (2024)
Deep unfolding Network for Hyperspectral Image Super-Resolution with Automatic Exposure Correction
por: Fang, Yuan, et al.
Publicado: (2024)
por: Fang, Yuan, et al.
Publicado: (2024)
Ejemplares similares
-
Deep Equilibrium Convolutional Sparse Coding for Hyperspectral Image Denoising
por: Ye, Jin, et al.
Publicado: (2025) -
Flow-Matching Guided Deep Unfolding for Hyperspectral Image Reconstruction
por: Ai, Yi, et al.
Publicado: (2025) -
UnfoldIR: Rethinking Deep Unfolding Network in Illumination Degradation Image Restoration
por: He, Chunming, et al.
Publicado: (2025) -
Hybrid-Domain Synergistic Transformer for Hyperspectral Image Denoising
por: Li, Haoyue, et al.
Publicado: (2025) -
Hyperspectral Image Denoising via Spatial-Spectral Recurrent Transformer
por: Fu, Guanyiman, et al.
Publicado: (2023)