| Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring | Mar 29, 2024 | Computational EfficiencyDeblurring | CodeCode Available | 1 |
| SAM-Deblur: Let Segment Anything Boost Image Deblurring | Sep 5, 2023 | DeblurringImage Deblurring | CodeCode Available | 1 |
| A Simple Local Minimal Intensity Prior and An Improved Algorithm for Blind Image Deblurring | Oct 29, 2020 | Blind Image DeblurringComputational Efficiency | CodeCode Available | 1 |
| Exposure Trajectory Recovery from Motion Blur | Oct 6, 2020 | DeblurringImage Deblurring | CodeCode Available | 1 |
| E2GS: Event Enhanced Gaussian Splatting | Jun 21, 2024 | 3D ReconstructionDeblurring | CodeCode Available | 1 |
| E2NeRF: Event Enhanced Neural Radiance Fields from Blurry Images | Jan 1, 2023 | Camera Pose EstimationDeblurring | CodeCode Available | 1 |
| INFWIDE: Image and Feature Space Wiener Deconvolution Network for Non-blind Image Deblurring in Low-Light Conditions | Jul 17, 2022 | Blind Image DeblurringDeblurring | CodeCode Available | 1 |
| SNIPS: Solving Noisy Inverse Problems Stochastically | May 31, 2021 | Compressive SensingDeblurring | CodeCode Available | 1 |
| Jointly RS Image Deblurring and Super-Resolution with Adjustable-Kernel and Multi-Domain Attention | Dec 7, 2024 | DeblurringImage Deblurring | CodeCode Available | 1 |
| Photon Limited Non-Blind Deblurring Using Algorithm Unrolling | Oct 28, 2021 | AstronomyDeblurring | CodeCode Available | 1 |
| CIE XYZ Net: Unprocessing Images for Low-Level Computer Vision Tasks | Jun 23, 2020 | DeblurringImage Deblurring | CodeCode Available | 1 |
| WINNet: Wavelet-inspired Invertible Network for Image Denoising | Sep 14, 2021 | DeblurringDenoising | CodeCode Available | 1 |
| Image Restoration by Denoising Diffusion Models with Iteratively Preconditioned Guidance | Dec 27, 2023 | DeblurringDenoising | CodeCode Available | 1 |
| ID-Blau: Image Deblurring by Implicit Diffusion-based reBLurring AUgmentation | Dec 18, 2023 | Data AugmentationDeblurring | CodeCode Available | 1 |
| Image Restoration by Iterative Denoising and Backward Projections | Oct 18, 2017 | DeblurringDenoising | CodeCode Available | 1 |
| GS-Blur: A 3D Scene-Based Dataset for Realistic Image Deblurring | Oct 31, 2024 | 3DGSDeblurring | CodeCode Available | 1 |
| Exploring the potential of channel interactions for image restoration | Dec 20, 2023 | DeblurringImage Deblurring | CodeCode Available | 1 |
| GibbsDDRM: A Partially Collapsed Gibbs Sampler for Solving Blind Inverse Problems with Denoising Diffusion Restoration | Jan 30, 2023 | Blind Image DeblurringDeblurring | CodeCode Available | 1 |
| HINet: Half Instance Normalization Network for Image Restoration | May 13, 2021 | DeblurringDenoising | CodeCode Available | 1 |
| Image Restoration via Frequency Selection | Nov 6, 2023 | DeblurringDenoising | CodeCode Available | 1 |
| Deep Stacked Hierarchical Multi-patch Network for Image Deblurring | Apr 6, 2019 | DeblurringImage Deblurring | CodeCode Available | 1 |
| Fast Diffusion EM: a diffusion model for blind inverse problems with application to deconvolution | Sep 1, 2023 | Blind Image DeblurringDeblurring | CodeCode Available | 1 |
| MC-Blur: A Comprehensive Benchmark for Image Deblurring | Dec 1, 2021 | BenchmarkingDeblurring | CodeCode Available | 1 |
| Correction of out-of-focus microscopic images by deep learning | Apr 26, 2022 | Deep LearningGenerative Adversarial Network | CodeCode Available | 1 |
| A Unified Framework for Event-based Frame Interpolation with Ad-hoc Deblurring in the Wild | Jan 12, 2023 | DeblurringImage Deblurring | CodeCode Available | 1 |
| Human-Aware Motion Deblurring | Jan 19, 2020 | DeblurringDecoder | CodeCode Available | 1 |
| Dark and Bright Channel Prior Embedded Network for Dynamic Scene Deblurring | May 21, 2020 | DeblurringImage Deblurring | CodeCode Available | 1 |
| Image Deblurring by Exploring In-depth Properties of Transformer | Mar 24, 2023 | DeblurringImage Deblurring | CodeCode Available | 1 |
| Real-world Video Deblurring: A Benchmark Dataset and An Efficient Recurrent Neural Network | Jun 30, 2021 | DeblurringImage Deblurring | CodeCode Available | 1 |
| End-to-end Interpretable Learning of Non-blind Image Deblurring | Jul 3, 2020 | Blind Image DeblurringDeblurring | CodeCode Available | 1 |
| Deploying Image Deblurring across Mobile Devices: A Perspective of Quality and Latency | Apr 27, 2020 | DeblurringImage Deblurring | CodeCode Available | 1 |
| DeblurDiNAT: A Compact Model with Exceptional Generalization and Visual Fidelity on Unseen Domains | Mar 19, 2024 | DeblurringDecoder | CodeCode Available | 1 |
| DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better | Aug 10, 2019 | Blind Face RestorationDeblurring | CodeCode Available | 1 |
| Diffusion-based Event Generation for High-Quality Image Deblurring | Jan 1, 2025 | DeblurringImage Deblurring | CodeCode Available | 1 |
| Deblurring by Realistic Blurring | Apr 4, 2020 | DeblurringImage Deblurring | CodeCode Available | 1 |
| Learning Deep Interleaved Networks with Asymmetric Co-Attention for Image Restoration | Oct 29, 2020 | DeblurringImage Deblurring | CodeCode Available | 1 |
| Explore Image Deblurring via Blur Kernel Space | Apr 1, 2021 | Blind Image DeblurringDeblurring | CodeCode Available | 1 |
| Efficient Image Deblurring Networks based on Diffusion Models | Jan 11, 2024 | DeblurringImage Deblurring | CodeCode Available | 1 |
| BANet: Blur-aware Attention Networks for Dynamic Scene Deblurring | Jan 19, 2021 | DeblurringImage Deblurring | CodeCode Available | 1 |
| Event-Based Fusion for Motion Deblurring with Cross-modal Attention | Nov 30, 2021 | DeblurringImage Deblurring | CodeCode Available | 1 |
| EDPN: Enhanced Deep Pyramid Network for Blurry Image Restoration | May 11, 2021 | DeblurringImage Deblocking | CodeCode Available | 1 |
| Multi-Stage Progressive Image Restoration | Feb 4, 2021 | DeblurringDecoder | CodeCode Available | 1 |
| Efficient RAW Image Deblurring with Adaptive Frequency Modulation | May 30, 2025 | Computational EfficiencyDeblurring | CodeCode Available | 1 |
| Deep, convergent, unrolled half-quadratic splitting for image deconvolution | Feb 20, 2024 | DeblurringImage Deblurring | CodeCode Available | 1 |
| Explore Image Deblurring via Encoded Blur Kernel Space | Jun 19, 2021 | Blind Image DeblurringDeblurring | CodeCode Available | 1 |
| Principled Probabilistic Imaging using Diffusion Models as Plug-and-Play Priors | May 29, 2024 | Image DeblurringImage Super-Resolution | CodeCode Available | 1 |
| Realistic Blur Synthesis for Learning Image Deblurring | Feb 17, 2022 | DeblurringDiversity | CodeCode Available | 1 |
| Class-Specific Image Deblurring | Dec 1, 2015 | DeblurringImage Deblurring | —Unverified | 0 |
| A Variational Bayesian Approach for Image Restoration. Application to Image Deblurring with Poisson-Gaussian Noise | Oct 24, 2016 | DeblurringImage Deblurring | —Unverified | 0 |
| Cascades of Regression Tree Fields for Image Restoration | Apr 8, 2014 | Blind Image DeblurringDeblurring | —Unverified | 0 |
