Image Restoration

DeOcc-1-to-3: 3D De-Occlusion from a Single Image via Self-Supervised Multi-View Diffusion AAAI 2026 Depth-Synergized Mamba Meets Memory Experts for All-Day Image Reflection Separation AAAI 2026 Dereflection Any Image with Diffusion Priors and Diversified Data AAAI 2026 Diff-SemiER: Transparency-Aware Adaptive Fusion Diffusion Model with Generative Prior for Semi-Transparent Eyeglasses Removal CVPR 2026 Diffusion-Based sRGB Real Noise Generation via Prompt-Driven Noise Representation Learning CVPR 2026 Diffusion Once and Done: Degradation-Aware LoRA for All-in-One Image Restoration AAAI 2026 Digital Scale: Open-Source On-Device BMI Estimation from Smartphone Camera Images Trained on a Large-Scale Real-World Dataset AAAI 2026 Disentangled Textual Priors for Diffusion-based Image Super-Resolution CVPR 2026 Disentanglement-wise Image Dehazing through Cross-Domain Manifold Consensus CVPR 2026 Distilling Quasi-Conformal Mapping: A Generalizable and Efficient Solution for Wide-Angle Correction CVPR 2026 DM3Net: Dual-Camera Super-Resolution via Domain Modulation and Multi-scale Matching WACV 2026 DMAT: An End-to-End Framework for Joint Atmospheric Turbulence Mitigation and Object Detection WACV 2026 DMGINE: Day-Memory Guided Nighttime Image Enhancement for Dynamic Traffic Scenes AAAI 2026 DNF-SR: Dual-Input and Negative-Aware Feature Fine-Tuning for Real-World Image Super-Resolution CVPR 2026 DocWaveDiff: A Predict-and-Refine approach for Document Image Enhancement with Wavelet U-Nets and Diffusion models WACV 2026 Draft, Verify, Restore: Self-Refining Historical Inscription Restoration with a Unified MLLM ACL 2026 Dream-IF: Dynamic Relative EnhAnceMent for Image Fusion AAAI 2026 DreamSR: Towards Ultra-High-Resolution Image Super-Resolution via a Receptive-Field Enhanced Diffusion Transformer CVPR 2026 DreamStereo: Towards Real-Time Stereo Inpainting for HD Videos CVPR 2026 DRM-Net: Explicit Residual Modelling with Subaquatic Multi-Scale Context Fusion for Underwater Image Enhancement AAAI 2026 DRWKV: Focusing on Object Edges for Low-Light Image Enhancement WACV 2026 DTG-Restore: Training-Free Diffusion Refinement for Generative Video Super-Resolution CVPR 2026 DTMIR-Pro: Domain Translation with Prompt-based Latent-Space Generalization for Multi-Weather Image Restoration WACV 2026 Dual Ascent Diffusion for Inverse Problems CVPR 2026 Dual Graph Regularized Deep Unfolding Network for Guided Depth Map Super-resolution CVPR 2026