CDLNet: Noise-Adaptive Convolutional Dictionary Learning Network for Blind Denoising and Demosaicing
Fuente:
arXiv
Saved in:
| Main Authors: | Janjušević, Nikola, Khalilian-Gourtani, Amirhossein, Wang, Yao |
|---|---|
| Format: | Preprint |
| Published: |
2021
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Gabor is Enough: Interpretable Deep Denoising with a Gabor Synthesis Dictionary Prior
by: Janjušević, Nikola, et al.
Published: (2022)
by: Janjušević, Nikola, et al.
Published: (2022)
Noisy MRI Reconstruction via MAP Estimation with an Implicit Deep-Denoiser Prior
by: Janjušević, Nikola, et al.
Published: (2025)
by: Janjušević, Nikola, et al.
Published: (2025)
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)
GroupCDL: Interpretable Denoising and Compressed Sensing MRI via Learned Group-Sparsity and Circulant Attention
by: Janjusevic, Nikola, et al.
Published: (2024)
by: Janjusevic, Nikola, et al.
Published: (2024)
How to Best Combine Demosaicing and Denoising?
by: Guo, Yu, et al.
Published: (2024)
by: Guo, Yu, et al.
Published: (2024)
Adaptive Convolutional Dictionary Network for CT Metal Artifact Reduction
by: Wang, Hong, et al.
Published: (2022)
by: Wang, Hong, et al.
Published: (2022)
Retinex-RAWMamba: Bridging Demosaicing and Denoising for Low-Light RAW Image Enhancement
by: Chen, Xianmin, et al.
Published: (2024)
by: Chen, Xianmin, et al.
Published: (2024)
Efficient and Accurate Hyperspectral Image Demosaicing with Neural Network Architectures
by: Wisotzky, Eric L., et al.
Published: (2023)
by: Wisotzky, Eric L., et al.
Published: (2023)
Multispectral Demosaicing via Dual Cameras
by: Tedla, SaiKiran, et al.
Published: (2025)
by: Tedla, SaiKiran, et al.
Published: (2025)
PIDSR: Complementary Polarized Image Demosaicing and Super-Resolution
by: Zhou, Shuangfan, et al.
Published: (2025)
by: Zhou, Shuangfan, et al.
Published: (2025)
Generative Model-Assisted Demosaicing for Cross-multispectral Cameras
by: Luo, Jiahui, et al.
Published: (2025)
by: Luo, Jiahui, et al.
Published: (2025)
Hybrid Convolutional and Attention Network for Hyperspectral Image Denoising
by: Hu, Shuai, et al.
Published: (2024)
by: Hu, Shuai, et al.
Published: (2024)
SDAT: Sub-Dataset Alternation Training for Improved Image Demosaicing
by: Becker, Yuval, et al.
Published: (2023)
by: Becker, Yuval, et al.
Published: (2023)
Learning to Translate Noise for Robust Image Denoising
by: Ha, Inju, et al.
Published: (2024)
by: Ha, Inju, et al.
Published: (2024)
Rethinking Transformer-Based Blind-Spot Network for Self-Supervised Image Denoising
by: Li, Junyi, et al.
Published: (2024)
by: Li, Junyi, et al.
Published: (2024)
MIPI 2024 Challenge on Demosaic for HybridEVS Camera: Methods and Results
by: Wu, Yaqi, et al.
Published: (2024)
by: Wu, Yaqi, et al.
Published: (2024)
Combined Dictionary Unfolding Network with Gradient-Adaptive Fidelity for Transferable Multi-Source Fusion
by: Luo, Ge, et al.
Published: (2026)
by: Luo, Ge, et al.
Published: (2026)
Hybrid Learning: A Novel Combination of Self-Supervised and Supervised Learning for Joint MRI Reconstruction and Denoising in Low-Field MRI
by: Pei, Haoyang, et al.
Published: (2025)
by: Pei, Haoyang, et al.
Published: (2025)
Cascaded Convolutional Neural Networks with Perceptual Loss for Low Dose CT Denoising
by: Ataei, Sepehr, et al.
Published: (2020)
by: Ataei, Sepehr, et al.
Published: (2020)
Deep Equilibrium Convolutional Sparse Coding for Hyperspectral Image Denoising
by: Ye, Jin, et al.
Published: (2025)
by: Ye, Jin, et al.
Published: (2025)
Adaptive Convolutional Neural Network for Image Super-resolution
by: Wu, Ziang, et al.
Published: (2024)
by: Wu, Ziang, et al.
Published: (2024)
Dark Noise Diffusion: Noise Synthesis for Low-Light Image Denoising
by: Lu, Liying, et al.
Published: (2025)
by: Lu, Liying, et al.
Published: (2025)
TM-BSN: Triangular-Masked Blind-Spot Network for Real-World Self-Supervised Image Denoising
by: Park, Junyoung, et al.
Published: (2026)
by: Park, Junyoung, et al.
Published: (2026)
Deep Unfolding Convolutional Dictionary Model for Multi-Contrast MRI Super-resolution and Reconstruction
by: Lei, Pengcheng, et al.
Published: (2023)
by: Lei, Pengcheng, et al.
Published: (2023)
Adaptive Blind Super-Resolution Network for Spatial-Specific and Spatial-Agnostic Degradations
by: Wen, Weilei, et al.
Published: (2025)
by: Wen, Weilei, et al.
Published: (2025)
Event Camera Demosaicing via Swin Transformer and Pixel-focus Loss
by: Lu, Yunfan, et al.
Published: (2024)
by: Lu, Yunfan, et al.
Published: (2024)
Deep Convolutional Framelet Denoising for Panoramic by Mixed Wavelet Integration
by: Mohammadi, Masoud Shahraki, et al.
Published: (2023)
by: Mohammadi, Masoud Shahraki, et al.
Published: (2023)
YOND: Practical Blind Raw Image Denoising Free from Camera-Specific Data Dependency
by: Feng, Hansen, et al.
Published: (2025)
by: Feng, Hansen, et al.
Published: (2025)
PocketDVDNet: Realtime Video Denoising for Real Camera Noise
by: Morris, Crispian, et al.
Published: (2026)
by: Morris, Crispian, et al.
Published: (2026)
Unsupervised Denoising for Signal-Dependent and Row-Correlated Imaging Noise
by: Salmon, Benjamin, et al.
Published: (2023)
by: Salmon, Benjamin, et al.
Published: (2023)
Neighboring Slice Noise2Noise: Self-Supervised Medical Image Denoising from Single Noisy Image Volume
by: Zhou, Langrui, et al.
Published: (2024)
by: Zhou, Langrui, et al.
Published: (2024)
Adaptive Mixed-Scale Feature Fusion Network for Blind AI-Generated Image Quality Assessment
by: Zhou, Tianwei, et al.
Published: (2024)
by: Zhou, Tianwei, et al.
Published: (2024)
Beyond Image Prior: Embedding Noise Prior into Conditional Denoising Transformer
by: Huang, Yuanfei, et al.
Published: (2024)
by: Huang, Yuanfei, et al.
Published: (2024)
Adversarial Contrastive Domain-Generative Learning for Bacteria Raman Spectrum Joint Denoising and Cross-Domain Identification
by: Yao, Haiming, et al.
Published: (2024)
by: Yao, Haiming, et al.
Published: (2024)
Adaptive Rectangular Convolution for Remote Sensing Pansharpening
by: Wang, Xueyang, et al.
Published: (2025)
by: Wang, Xueyang, et al.
Published: (2025)
Multi-Sensor Attention Networks for Automated Subsurface Delamination Detection in Concrete Bridge Decks
by: Moayedikia, Alireza, et al.
Published: (2025)
by: Moayedikia, Alireza, et al.
Published: (2025)
Two-stage Deep Denoising with Self-guided Noise Attention for Multimodal Medical Images
by: Sharif, S M A, et al.
Published: (2025)
by: Sharif, S M A, et al.
Published: (2025)
Self-Supervised Noise Adaptive MRI Denoising via Repetition to Repetition (Rep2Rep) Learning
by: Janjušević, Nikola, et al.
Published: (2025)
by: Janjušević, Nikola, et al.
Published: (2025)
FIND-Net -- Fourier-Integrated Network with Dictionary Kernels for Metal Artifact Reduction
by: Tasharofi, Farid, et al.
Published: (2025)
by: Tasharofi, Farid, et al.
Published: (2025)
SACNet: A Spatially Adaptive Convolution Network for 2D Multi-organ Medical Segmentation
by: Zhang, Lin, et al.
Published: (2024)
by: Zhang, Lin, et al.
Published: (2024)
Similar Items
-
Gabor is Enough: Interpretable Deep Denoising with a Gabor Synthesis Dictionary Prior
by: Janjušević, Nikola, et al.
Published: (2022) -
Noisy MRI Reconstruction via MAP Estimation with an Implicit Deep-Denoiser Prior
by: Janjušević, Nikola, et al.
Published: (2025) -
Learned Primal Dual Splitting for Self-Supervised Noise-Adaptive MRI Reconstruction
by: Janjusevic, Nikola, et al.
Published: (2025) -
GroupCDL: Interpretable Denoising and Compressed Sensing MRI via Learned Group-Sparsity and Circulant Attention
by: Janjusevic, Nikola, et al.
Published: (2024) -
How to Best Combine Demosaicing and Denoising?
by: Guo, Yu, et al.
Published: (2024)