defocus deblurring

Multi-Level Blur-Aware Stable Diffusion for Region-Adaptive Defocus Deblurring AAAI 2026 Bokehlicious: Photorealistic Bokeh Rendering with Controllable Apertures ICCV 2025 F2former: When Fractional Fourier Meets Deep Wiener Deconvolution and Selective Frequency Transformer for Image Deblurring WACV 2025 Intra and Inter Parser-Prompted Transformers for Effective Image Restoration AAAI 2025 Performing Defocus Deblurring by Modeling its Formation Process ICCV 2025 Quad-Pixel Image Defocus Deblurring: A New Benchmark and Model CVPR 2025 Residual Diffusion Deblurring Model for Single Image Defocus Deblurring AAAI 2025 A Unified Framework for Microscopy Defocus Deblur with Multi-Pyramid Transformer and Contrastive Learning CVPR 2024 LDP: Language-driven Dual-Pixel Image Defocus Deblurring Network CVPR 2024 Prior and Prediction Inverse Kernel Transformer for Single Image Defocus Deblurring AAAI 2024 DC2: Dual-Camera Defocus Control by Learning To Refocus CVPR 2023 Focal Network for Image Restoration ICCV 2023 K3DN: Disparity-Aware Kernel Estimation for Dual-Pixel Defocus Deblurring CVPR 2023 Learnable Blur Kernel for Single-Image Defocus Deblurring in the Wild AAAI 2023 Learning Single Image Defocus Deblurring with Misaligned Training Pairs AAAI 2023 Neumann Network With Recursive Kernels for Single Image Defocus Deblurring CVPR 2023 Single Image Defocus Deblurring via Implicit Neural Inverse Kernels ICCV 2023 Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task Learning WACV 2022 Learning to Deblur Using Light Field Generated and Real Defocus Images CVPR 2022 Defocus Map Estimation and Deblurring From a Single Dual-Pixel Image ICCV 2021 Gaussian Kernel Mixture Network for Single Image Defocus Deblurring NeurIPS 2021 Iterative Filter Adaptive Network for Single Image Defocus Deblurring CVPR 2021 Learning To Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data ICCV 2021