image degradation

Degradation-Robust Fusion: An Efficient Degradation-Aware Diffusion Framework for Multimodal Image Fusion in Arbitrary Degradation Scenarios CVPR 2026 Face2Scene: Using Facial Degradation as an Oracle for Diffusion-Based Scene Restoration CVPR 2026 MMDIR: Multimodal Instruction-Driven Framework for Mixed-Degradation Document Image Restoration CVPR 2026 See What We Cannot See: A Geo-guided Reasoning Benchmark for Object Counting under Adverse Earth Observation Conditions CVPR 2026 UniSER: A Foundation Model for Unified Soft Effects Removal CVPR 2026 Distilling Spatially-Heterogeneous Distortion Perception for Blind Image Quality Assessment CVPR 2025 Frequency-Domain Refinement of Vision Transformers for Robust Medical Image Segmentation under Degradation WACV 2025 QuARF: Quality-Adaptive Receptive Fields for Degraded Image Perception AAAI 2025 Towards a Universal Image Degradation Model via Content-Degradation Disentanglement ICCV 2025 UDC-VIT: A Real-World Video Dataset for Under-Display Cameras ICCV 2025 APISR: Anime Production Inspired Real-World Anime Super-Resolution CVPR 2024 ARNIQA: Learning Distortion Manifold for Image Quality Assessment WACV 2024 Decoupling Degradations with Recurrent Network for Video Restoration in Under-Display Camera AAAI 2024 Meta-Learned Kernel for Blind Super-Resolution Kernel Estimation WACV 2024 Degraded Polygons Raise Fundamental Questions of Neural Network Perception NeurIPS 2023 Kernel Aware Resampler CVPR 2023 Robust Feature Rectification of Pretrained Vision Models for Object Recognition AAAI 2023 UDC-SIT: A Real-World Dataset for Under-Display Cameras NeurIPS 2023 Deep Photo Scan: Semi-Supervised Learning for Dealing With the Real-World Degradation in Smartphone Photo Scanning WACV 2022 QC-StyleGAN - Quality Controllable Image Generation and Manipulation NeurIPS 2022 Blur, Noise, and Compression Robust Generative Adversarial Networks CVPR 2021 Removing Diffraction Image Artifacts in Under-Display Camera via Dynamic Skip Connection Network CVPR 2021 Spectrum-to-Kernel Translation for Accurate Blind Image Super-Resolution NeurIPS 2021 Detail-recovery Image Deraining via Context Aggregation Networks CVPR 2020 Generalisation in humans and deep neural networks NeurIPS 2018