- A primal-dual splitting algorithm for monotone inclusions with applications
2026/01/01 by Changchi Huang, Jigen Peng, Liqian Qin +1 · 1 citation
Computer Science · Engineering · Mathematics · #Convergence (economics) #Deblurring #Hilbert space #Iterated function #Monotone polygon #Monotonic function #Numerical methods in inverse problems #Optimization and Variational Analysis #Resolvent #Sparse and Compressive Sensing Techniques
- Score-Based Diffusion Models as Principled Priors for Inverse Imaging
2023/04/23 by Berthy T. Feng, Jamie Smith, Feng, Berthy T. +9 · 37 citations
Mathematics · Medicine · Physics and Astronomy · #Artificial intelligence #Bayesian inference #Bayesian probability #Computer science #Deblurring #Image (mathematics) #Image processing #Image restoration #Inference #Inverse problem #Mathematics #Model Reduction and Neural Networks #Numerical methods in inverse problems #Posterior probability #Prior probability #Probabilistic logic #Radiomics and Machine Learning in Medical Imaging
- Mixed Hierarchy Network for Image Restoration
2023/02/19 by Hu Gao, Depeng Dang, Gao, Hu +1 · 4 citations
Computer Science · Engineering · #Advanced Image Fusion Techniques #Advanced Image Processing Techniques #Artificial intelligence #Artificial neural network #Computer Vision and Pattern Recognition (cs.CV) #Computer science #Computer vision #Convolution (computer science) #Deblurring #Encoder #FOS: Computer and information sciences #Hierarchy #Image (mathematics) #Image and Signal Denoising Methods #Image processing #Image quality #Image restoration #Process (computing)
- Progressive Deblurring of Diffusion Models for Coarse-to-Fine Image Synthesis
2022/07/16 by Sangyun Lee, Lee, Sangyun, Hyungjin Chung +5 · 2 citations
Computer Science · #AI in cancer detection #Advanced Image Processing Techniques #Algorithm #Anisotropic diffusion #Artificial intelligence #Code (set theory) #Component (thermodynamics) #Computer Vision and Pattern Recognition (cs.CV) #Computer science #Computer vision #Deblurring #Diffusion #Diffusion process #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Generative grammar #Generative model #Image (mathematics) #Image processing #Image restoration #Machine Learning (cs.LG) #Noise (video) #Physics #Process (computing)
- Deep Multi-scale Convolutional Neural Network for Dynamic Scene\n Deblurring
2016/12/07 by Seungjun Nah, Nah, Seungjun, Tae Hyun Kim +3 · 141 citations
Computer Science · Engineering · Mathematics · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Artificial intelligence #Computer science #Computer vision #Convolutional neural network #Deblurring #Geography #Ground truth #Image (mathematics) #Image Processing Techniques and Applications #Image processing #Image restoration #Kernel (algebra) #Mathematics #Motion blur #Object (grammar) #Pattern recognition (psychology) #Physics #Scale (ratio) #cs.CV