Image Restoration

HDRMovieformer: A Transformer Framework and Benchmark for Cinematic SDR-to-HDR Conversion AAAI 2026 HDR Reconstruction Boosting with Training-Free and Exposure-Consistent Diffusion WACV 2026 HDW-SR: High-Frequency Guided Diffusion Model based on Wavelet Decomposition for Image Super-Resolution CVPR 2026 HiDRA: Hierarchical Degradation Representation and Adaptation with Generative Priors for Enhancing Infrared Vision CVPR 2026 Hierarchical Dual-Domain Fusion with Frequency-Guided Spatial Modeling for Pan-Sharpening AAAI 2026 High-Quality and Efficient Turbulence Mitigation with Events CVPR 2026 HiGlassRM: Learning to Remove High-prescription Glasses via Synthetic Dataset Generation WACV 2026 Hybrid Agents for Image Restoration CVPR 2026 IAFMNet: Information-Aware Feature Modulation for Efficient Super-Resolution CVPR 2026 ICLR: Inter-Chrominance and Luminance Interaction for Natural Color Restoration in Low-Light Image Enhancement AAAI 2026 IE-SRGS: An Internal-External Knowledge Fusion Framework for High-Fidelity 3D Gaussian Splatting Super-Resolution AAAI 2026 IFCSR: Inference-Free Fidelity-Realism Control for One-Step Diffusion-based Real-World Image Super-Resolution CVPR 2026 Illuminating Darkness: Learning to Enhance Low-light Images In-the-Wild WACV 2026 Image Restoration via Primal Dual Hybrid Gradient and Flow Generative Model AAAI 2026 Implicit Neural Representation with Multi-Scale Sine Activation AAAI 2026 Inpaint360GS: Efficient Object-Aware 3D Inpainting via Gaussian Splatting for 360deg Scenes WACV 2026 Inpainting of Sparse Depth Maps from Monocular Depth-from-Focus on Pixel Processor Arrays WACV 2026 Integrating Reweighted Least Squares with Plug-and-Play Diffusion Priors for Noisy Image Restoration AAAI 2026 InverFill: One-Step Inversion for Enhanced Few-Step Diffusion Inpainting CVPR 2026 IPCD: Intrinsic Point-Cloud Decomposition WACV 2026 ISALux: Illumination and Semantics-Aware Transformer Employing Mixture of Experts for Low Light Image Enhancement WACV 2026 It Takes Two: A Duet of Periodicity and Directionality for Burst Flicker Removal CVPR 2026 Joint Modeling of Corruption-Driven and Information-Limited Uncertainty for Robust 3D Gaussian Splatting WACV 2026 Language-Guided One-Step Diffusion Model for Nighttime Flare Removal CVPR 2026 Learning Latent Transmission and Glare Maps for Lens Veiling Glare Removal CVPR 2026