Image Restoration

Fine-grained Image Quality Assessment for Perceptual Image Restoration AAAI 2026 ForestSplats: Deformable Transient Field for Gaussian Splatting in the Wild WACV 2026 FourierPET: Deep Fourier-based Unrolled Network for Low-count PET Reconstruction AAAI 2026 From Darkness to Detail: Frequency-Aware SSMs for Low-Light Vision WACV 2026 From Events to Clarity: The Event-Guided Diffusion Framework for Dehazing CVPR 2026 FuLLaMa: Training-free Diffusion-based Object Removal with Context Preservation WACV 2026 GaussianImage++: Boosted Image Representation and Compression with 2D Gaussian Splatting AAAI 2026 Gaussian Splatting-based Low-Rank Tensor Representation for Multi-Dimensional Image Recovery CVPR 2026 GDPO-SR: Group Direct Preference Optimization for One-Step Generative Image Super-Resolution CVPR 2026 GEWDiff: Geometric Enhanced Wavelet-based Diffusion Model for Hyperspectral Image Super-resolution AAAI 2026 GFRRN: Explore the Gaps in Single Image Reflection Removal CVPR 2026 Ghosts in the Point Clouds: De-glaring LiDAR in the Transient Domain CVPR 2026 G-IR: Geometric Image Representation for Learning AAAI 2026 GlyphShield: Document Watermarking for the Physical World via Vector Typeface Synthesis AAAI 2026 GPGS: Consistent 3D Object Removal via Geometry-Aware 3D Inpainting and Projected Image Refinement in 3D Gaussian Splatting AAAI 2026 gQIR: Generative Quanta Image Reconstruction CVPR 2026 Gracefully Air-Written: Enhancing the Legibility and Style Consistency of In-Air Handwriting AAAI 2026 Gradient as Conditions: Rethinking HOG for All-in-one Image Restoration AAAI 2026 GRAPE (Gaussian Rendering for Accelerated Pixel Enhancement) Brings Fast and Lightweight Arbitrary Super-Resolution WACV 2026 GrounDiff: Diffusion-Based Ground Surface Generation from Digital Surface Models WACV 2026 Guiding Point Cloud Denoising with Learned Structural Priors AAAI 2026 GuidNoise: Single-Pair Guided Diffusion for Generalized Noise Synthesis AAAI 2026 Gyro-based Deep Video Deblurring CVPR 2026 HalluGen: Synthesizing Realistic and Controllable Hallucinations for Evaluating Image Restoration CVPR 2026 HarmoQ: Harmonized Post-Training Quantization for High-Fidelity Image Super-Resolution AAAI 2026