Image Enhancement

Leveraging Multispectral Sensors for Color Correction in Mobile Cameras CVPR 2026 MagicFuse: Single Image Fusion for Visual and Semantic Reinforcement CVPR 2026 MR. Illuminate: Zero-Shot Low-Light Image Enhancement with Diffusion Prior CVPR 2026 Multinex: Lightweight Low-light Image Enhancement via Multi-prior Retinex CVPR 2026 Next-Scale Prediction: A Self-Supervised Approach for Real-World Image Denoising CVPR 2026 Nonlinear Color Transfer via Learnable Bezier Flows CVPR 2026 OMoBlur: An Object Motion Blur Dataset and Benchmark for Real-World Local Motion Deblurring CVPR 2026 Polarization State Tracing for Reflection Removal and Color-Consistent Reconstruction CVPR 2026 RAW-Domain Degradation Models for Realistic Smartphone Super-Resolution CVPR 2026 RawMetaDiff: Unlocking Extreme Darkness from Dual-Exposure RAW with Meta-Guided Diffusion CVPR 2026 Regulating Rather than Constraining: Adaptive Guidance for Complex Spectral Reconstruction in Pansharpening CVPR 2026 Restore, Assess, Repeat: A Unified Framework for Iterative Image Restoration CVPR 2026 Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance CVPR 2026 SDUIE: Semi-Supervised Diffusion for Underwater Image Enhancement with Quant-Text Dual Control CVPR 2026 SplatSuRe: Selective Super-Resolution for Multi-view Consistent 3D Gaussian Splatting CVPR 2026 Statistical Characteristic-Guided Denoising for Rapid High-Resolution Transmission Electron Microscopy Imaging CVPR 2026 Thermal Diffusion Matters: Infrared Spatial-Temporal Video Super-Resolution through Heat Conduction Priors CVPR 2026 Thermal is Always Wild: Characterizing and Addressing Challenges in Thermal-Only Novel View Synthesis CVPR 2026 Toward Real-world Infrared Image Super-Resolution: A Unified Autoregressive Framework and Benchmark Dataset CVPR 2026 Towards Generalized Representations for Low-Light Understanding: When Signal Constancy Meets Semantic Enrichment CVPR 2026 Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework CVPR 2026 Towards Universal Computational Aberration Correction in Photographic Cameras: A Comprehensive Benchmark Analysis CVPR 2026 TUDSR: Twice Upsampling-Diffusion for Higher Super-Resolution CVPR 2026 UARE: A Unified Vision-Language Model for Image Quality Assessment, Restoration, and Enhancement CVPR 2026 Unpaired Image Deraining Using Reward-Guided Self-Reinforcement Strategy CVPR 2026