Convergent Primal-Dual Plug-and-Play Image Restoration: A General Algorithm and Applications
Fuente:
arXiv
Saved in:
| Main Authors: | Suzuki, Yodai, Isono, Ryosuke, Ono, Shunsuke |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Robust Spatiotemporal Fusion of Satellite Images: A Constrained Convex Optimization Approach
by: Isono, Ryosuke, et al.
Published: (2023)
by: Isono, Ryosuke, et al.
Published: (2023)
Equivariant Denoisers for Plug and Play Image Restoration
by: Renaud, Marien, et al.
Published: (2025)
by: Renaud, Marien, et al.
Published: (2025)
Unrolling Plug-and-Play Gradient Graph Laplacian Regularizer for Image Restoration
by: Cai, Jianghe, et al.
Published: (2024)
by: Cai, Jianghe, et al.
Published: (2024)
A Plug-and-Play Image Registration Network
by: Hu, Junhao, et al.
Published: (2023)
by: Hu, Junhao, et al.
Published: (2023)
Towards Robust Hyperspectral Unmixing: Mixed Noise Modeling and Image-Domain Regularization
by: Naganuma, Kazuki, et al.
Published: (2023)
by: Naganuma, Kazuki, et al.
Published: (2023)
Efficient Plug-and-Play method for Dynamic Imaging Via Kalman Smoothing
by: Hawkes, Benjamin, et al.
Published: (2026)
by: Hawkes, Benjamin, et al.
Published: (2026)
CLAMP: Majorized Plug-and-Play for Coherent 3D LIDAR Imaging
by: Allen, Tony G., et al.
Published: (2024)
by: Allen, Tony G., et al.
Published: (2024)
Physics-Guided Dual-Domain Plug-and-Play ADMM for Low-Dose CT Reconstruction
by: Dutta, Sayantan, et al.
Published: (2026)
by: Dutta, Sayantan, et al.
Published: (2026)
Unrolling Plug-and-Play Network for Hyperspectral Unmixing
by: Zhao, Min, et al.
Published: (2024)
by: Zhao, Min, et al.
Published: (2024)
Joint Background-Anomaly-Noise Decomposition for Robust Hyperspectral Anomaly Detection via Constrained Convex Optimization
by: Sato, Koyo, et al.
Published: (2024)
by: Sato, Koyo, et al.
Published: (2024)
Deep Unfolding-Aided Parameter Tuning for Plug-and-Play-Based Video Snapshot Compressive Imaging
by: Matsuda, Takashi, et al.
Published: (2024)
by: Matsuda, Takashi, et al.
Published: (2024)
Super-Resolution and Denoising of Corneal B-Scan OCT Imaging Using Diffusion Model Plug-and-Play Priors
by: Wang, Yaning, et al.
Published: (2026)
by: Wang, Yaning, et al.
Published: (2026)
Single-View Tomographic Reconstruction Using Learned Primal Dual
by: Breckling, Sean, et al.
Published: (2025)
by: Breckling, Sean, et al.
Published: (2025)
A Plug-and-Play Untrained Neural Network for Full Waveform Inversion in Reconstructing Sound Speed Images of Ultrasound Computed Tomography
by: Yan, Weicheng, et al.
Published: (2024)
by: Yan, Weicheng, et al.
Published: (2024)
Continuous Learned Primal Dual
by: Runkel, Christina, et al.
Published: (2024)
by: Runkel, Christina, et al.
Published: (2024)
Learned Primal Dual Splitting for Self-Supervised Noise-Adaptive MRI Reconstruction
by: Janjusevic, Nikola, et al.
Published: (2025)
by: Janjusevic, Nikola, et al.
Published: (2025)
Plug-and-Play Latent Feature Editing for Orientation-Adaptive Quantitative Susceptibility Mapping Neural Networks
by: Gao, Yang, et al.
Published: (2023)
by: Gao, Yang, et al.
Published: (2023)
Analysis Plug-and-Play Methods for Imaging Inverse Problems
by: Chandler, Edward P., et al.
Published: (2025)
by: Chandler, Edward P., et al.
Published: (2025)
Linear Convergence of Plug-and-Play Algorithms with Kernel Denoisers
by: Sinha, Arghya, et al.
Published: (2025)
by: Sinha, Arghya, et al.
Published: (2025)
Plug-and-Play Tri-Branch Invertible Block for Image Rescaling
by: Bao, Jingwei, et al.
Published: (2024)
by: Bao, Jingwei, et al.
Published: (2024)
Plug-and-Play Regularization on Magnitude with Deep Priors for 3D Near-Field MIMO Imaging
by: Oral, Okyanus, et al.
Published: (2023)
by: Oral, Okyanus, et al.
Published: (2023)
Stochastic Generative Plug-and-Play Priors
by: Park, Chicago Y., et al.
Published: (2026)
by: Park, Chicago Y., et al.
Published: (2026)
Provable Preconditioned Plug-and-Play Approach for Compressed Sensing MRI Reconstruction
by: Hong, Tao, et al.
Published: (2024)
by: Hong, Tao, et al.
Published: (2024)
A Relaxed Primal-Dual Hybrid Gradient Method with Line Search
by: McManus, Alex, et al.
Published: (2025)
by: McManus, Alex, et al.
Published: (2025)
GenMFSR: Generative Multi-Frame Image Restoration and Super-Resolution
by: Weligampola, Harshana, et al.
Published: (2026)
by: Weligampola, Harshana, et al.
Published: (2026)
Score-Based Turbo Message Passing for Plug-and-Play Compressive Image Recovery
by: Cai, Chang, et al.
Published: (2025)
by: Cai, Chang, et al.
Published: (2025)
Plug-and-Play Diffusion Meets ADMM: Dual-Variable Coupling for Robust Medical Image Reconstruction
by: Du, Chenhe, et al.
Published: (2026)
by: Du, Chenhe, et al.
Published: (2026)
HyperKING: Quantum-Classical Generative Adversarial Networks for Hyperspectral Image Restoration
by: Lin, Chia-Hsiang, et al.
Published: (2025)
by: Lin, Chia-Hsiang, et al.
Published: (2025)
A Dual Alternating Direction Method of Multipliers for Image Decomposition and Restoration
by: Wang, Qingsong, et al.
Published: (2019)
by: Wang, Qingsong, et al.
Published: (2019)
Stochastic Primal-Dual Three Operator Splitting Algorithm with Extension to Equivariant Regularization-by-Denoising
by: Tang, Junqi, et al.
Published: (2022)
by: Tang, Junqi, et al.
Published: (2022)
Robust Foreground-Background Separation for Severely-Degraded Videos Using Convolutional Sparse Representation Modeling
by: Naganuma, Kazuki, et al.
Published: (2025)
by: Naganuma, Kazuki, et al.
Published: (2025)
A Plug-and-Play Algorithm for 3D Video Super-Resolution of Single-Photon LiDAR data
by: Ruget, Alice, et al.
Published: (2024)
by: Ruget, Alice, et al.
Published: (2024)
Plug-and-Play Posterior Sampling for Blind Inverse Problems
by: Li, Anqi, et al.
Published: (2025)
by: Li, Anqi, et al.
Published: (2025)
Single-Shot Plug-and-Play Methods for Inverse Problems
by: Cheng, Yanqi, et al.
Published: (2023)
by: Cheng, Yanqi, et al.
Published: (2023)
Plug-and-Play Priors as a Score-Based Method
by: Park, Chicago Y., et al.
Published: (2024)
by: Park, Chicago Y., et al.
Published: (2024)
Convergence Analysis of a Proximal Stochastic Denoising Regularization Algorithm
by: Renaud, Marien, et al.
Published: (2024)
by: Renaud, Marien, et al.
Published: (2024)
Stochastic Deep Restoration Priors for Imaging Inverse Problems
by: Hu, Yuyang, et al.
Published: (2024)
by: Hu, Yuyang, et al.
Published: (2024)
PSI3D: Plug-and-Play 3D Stochastic Inference with Slice-wise Latent Diffusion Prior
by: Guo, Wenhan, et al.
Published: (2025)
by: Guo, Wenhan, et al.
Published: (2025)
Provably Convergent Plug-and-play Proximal Block Coordinate Descent Method for Hyperspectral Anomaly Detection
by: Liu, Xiaoxia, et al.
Published: (2024)
by: Liu, Xiaoxia, et al.
Published: (2024)
Principled Probabilistic Imaging using Diffusion Models as Plug-and-Play Priors
by: Wu, Zihui, et al.
Published: (2024)
by: Wu, Zihui, et al.
Published: (2024)
Similar Items
-
Robust Spatiotemporal Fusion of Satellite Images: A Constrained Convex Optimization Approach
by: Isono, Ryosuke, et al.
Published: (2023) -
Equivariant Denoisers for Plug and Play Image Restoration
by: Renaud, Marien, et al.
Published: (2025) -
Unrolling Plug-and-Play Gradient Graph Laplacian Regularizer for Image Restoration
by: Cai, Jianghe, et al.
Published: (2024) -
A Plug-and-Play Image Registration Network
by: Hu, Junhao, et al.
Published: (2023) -
Towards Robust Hyperspectral Unmixing: Mixed Noise Modeling and Image-Domain Regularization
by: Naganuma, Kazuki, et al.
Published: (2023)