Image Restoration

NAF: Zero-Shot Feature Upsampling via Neighborhood Attention Filtering CVPR 2026 NanoSD: Edge Efficient Foundation Model for Real Time Image Restoration CVPR 2026 Neural Outline Cache for Real-time Anti-aliasing Font Rendering AAAI 2026 Next-Generation Metalens Vision System: Powered by AI and Applied to AI AAAI 2026 Next-Scale Prediction: A Self-Supervised Approach for Real-World Image Denoising CVPR 2026 OMeGa: Joint Optimization of Explicit Meshes and Gaussian Splats for Robust Scene-Level Surface Reconstruction WACV 2026 OMoBlur: An Object Motion Blur Dataset and Benchmark for Real-World Local Motion Deblurring CVPR 2026 One-by-One Stainer: A Fast and Hallucination Resilient Domain Adaptation Method for Histopathology MIDL 2026 One-Step Diffusion Transformer for Controllable Real-World Image Super-Resolution CVPR 2026 Oscillation Inversion: Training-Free Image and Video Enhancement Through Oscillated Latents in Large Flow Models AAAI 2026 Pano-GS: Perception-Aware Gaussian Optimization with Gradient Consistency and Multi-Criteria Densification for High-Quality Rendering AAAI 2026 Perception-Inspired Color Space Design for Photo White Balance Editing WACV 2026 Perceptually Guided 3DGS Streaming and Rendering for Mixed Reality WACV 2026 PGMamba: A Physical Model-Guided Global Mamba for Underwater Image Enhancement AAAI 2026 PhaSR: Generalized Image Shadow Removal with Physically Aligned Priors CVPR 2026 Physically-Grounded Turbulence Mitigation with Frame-Shared Degradation Parameters CVPR 2026 Physics-Consistent Diffusion for Efficient Fluid Super-Resolution via Multiscale Residual Correction CVPR 2026 Physics-Guided Multistep Deformation Reversal for Ancient Bamboo Slip Restoration CVPR 2026 PIF-Net: Ill-Posed Prior Guided Multispectral and Hyperspectral Image Fusion via Invertible Mamba and Fusion-Aware LoRA AAAI 2026 Point Cloud Quality Assessment via Multi-View Structure-Aware Feature Fusion AAAI 2026 Polarization State Tracing for Reflection Removal and Color-Consistent Reconstruction CVPR 2026 Polarization Uncertainty-Guided Diffusion Model for Color Polarization Image Demosaicking AAAI 2026 PortraitSR: Artist-Inspired Prior Learning for Progressive Face Super-Resolution AAAI 2026 PS-SR: Pseudo-Single-Step Video Super-Resolution via Speculative Diffusion CVPR 2026 PUFM: Efficient Point Cloud Upsampling via Flow Matching AAAI 2026