Image Restoration

Bridging the Perception Gap in Image Super-Resolution Evaluation CVPR 2026 CARD: Correlation Aware Restoration with Diffusion CVPR 2026 CASR: A Robust Cyclic Framework for Arbitrary Large-Scale Super-Resolution with Distribution Alignment and Self-Similarity Awareness CVPR 2026 CAST-LUT: Tokenizer-Guided HSV Look-Up Tables for Purple Flare Removal AAAI 2026 CD-DPE: Dual-Prompt Expert Network Based on Convolutional Dictionary Feature Decoupling for Multi-Contrast MRI Super-Resolution AAAI 2026 ClearAIR: A Human-Visual-Perception-Inspired All-in-One Image Restoration AAAI 2026 Clear Nights Ahead: Towards Multi-Weather Nighttime Image Restoration AAAI 2026 Clear Sights on Site: A Spatial-Adaptive Channel Network for Deblurring Construction Site Images WACV 2026 CLP: A Real-World Dataset of Contaminated Lens Protectors for Robust Semantic Segmentation CVPR 2026 Codebook Knowledge with Mamba-Transformer For Low-Light Image Enhancement WACV 2026 ColorFLUX: A Structure-Color Decoupling Framework for Old Photo Colorization CVPR 2026 Color Preserving CMOS-SPAD Fusion for Multi-Frame HDR WACV 2026 Compression Artifacts Removal for VVC with Frequency Domain Mixture of Experts Network AAAI 2026 Continuous Degradation Modeling via Latent Flow Matching for Real-World Super-Resolution AAAI 2026 Continuous Exposure-Time Modeling for Realistic Atmospheric Turbulence Synthesis CVPR 2026 Convexity-Aware Noise Calibration: A Self-Supervised Framework for Noise-Level-Unknown Image Denoising CVPR 2026 CSF-Net: Context-Semantic Fusion Network for Large Mask Inpainting WACV 2026 CSGaussian: Progressive Rate-Distortion Compression and Segmentation for 3D Gaussian Splatting WACV 2026 D2Dewarp: Dual Dimensions Geometric Representation Learning Based Document Image Dewarping CVPR 2026 DCA-LUT: Deep Chromatic Alignment with 5D LUT for Purple Fringing Removal AAAI 2026 Deep Image Decomposition for Medical Imaging Anonymization and Curation WACV 2026 Degradation-Consistent Test-Time Adaptation for All-in-One Image Restoration CVPR 2026 Degradation-Robust Fusion: An Efficient Degradation-Aware Diffusion Framework for Multimodal Image Fusion in Arbitrary Degradation Scenarios CVPR 2026 DehazeGS: Seeing Through Fog with 3D Gaussian Splatting AAAI 2026 DenoDet V2: Phase-Amplitude Cross Denoising for SAR Object Detection AAAI 2026