Image Restoration

DuGI-MAE: Improving Infrared Mask Autoencoders via Dual-Domain Guidance AAAI 2026 Dynamic Exposure Burst Image Restoration CVPR 2026 EARG-Net: Edge-Aware Reconstruction-Guided Network for Image Manipulation Detection and Localization AAAI 2026 Edge-Focused Super-Resolution for Omnidirectional Images with Spherical Geometric Augmentation CVPR 2026 Efficient and Training-Free Single-Image Diffusion Models CVPR 2026 Efficient Real-Time Raw-to-Raw Denoising for Extreme Low-Light Ultra HD Video on Mobile Devices CVPR 2026 EllipssianNet: Image-guided Sampling of 2D Gaussians for Gaussian Splatting WACV 2026 Elucidating the Design Space of Arbitrary-Noise-Based Diffusion Models CVPR 2026 EMR-Diff: Edge-aware Multimodal Residual Diffusion Model for Hyperspectral Image Super-resolution CVPR 2026 Enabling High-Quality In-the-Wild Imaging from Severely Aberrated Metalens Bursts WACV 2026 EndoIR: Degradation-Agnostic All-in-One Endoscopic Image Restoration via Noise-Aware Routing Diffusion AAAI 2026 Enhancing Monocular 3D Hand Reconstruction with Learned Texture Priors WACV 2026 Equivariant Sampling for Improving Diffusion Model-based Image Restoration WACV 2026 Event-Based Motion Deblurring Using Task-Oriented 3D Gaussian Event Representations CVPR 2026 Event-based Motion Deblurring with Unpaired Data CVPR 2026 Event-Guided Scene Text Image Super-Resolution AAAI 2026 Event-Guided Super-Resolving Blurry Image via Asymmetric Integral Driven Consistency AAAI 2026 Ev-iCRF: Self-supervised Event-guided iCRF Estimation for HDR Image Reconstruction AAAI 2026 Exploiting Blurry Representations for Event-guided Video Super-Resolution AAAI 2026 F^2HDR: Two-Stage HDR Video Reconstruction via Flow Adapter and Physical Motion Modeling CVPR 2026 Face2Scene: Using Facial Degradation as an Oracle for Diffusion-Based Scene Restoration CVPR 2026 FAPE-IR: Frequency-Aware Planning and Execution Framework for All-in-One Image Restoration CVPR 2026 Feature Inversion as a Lens on Vision Encoders WACV 2026 Fetal and Neonatal Cortical Surface Reconstruction with Anatomical Normal-guidance and Perceptual Enhancements WACV 2026 FiDeSR: High-Fidelity and Detail-Preserving One-Step Diffusion Super-Resolution CVPR 2026