Denoising Prior Driven Deep Neural Network for Image Restoration

21 January 2018

Papers citing "Denoising Prior Driven Deep Neural Network for Image Restoration"

31 / 31 papers shown

Title
Dual Degradation-Inspired Deep Unfolding Network for Low-Light Image Enhancement Huake Wang Xingsong Hou Xiaoyang Yan Kaibing Zhang Xiangyong Cao Xueming Qian 90 0 0 03 Jan 2025
Adaptive Blind All-in-One Image Restoration David Serrano-Lozano Luis Herranz Shaolin Su Javier Vázquez-Corral VLM 92 0 0 27 Nov 2024
J-Invariant Volume Shuffle for Self-Supervised Cryo-Electron Tomogram Denoising on Single Noisy Volume Xiwei Liu Mohamad Kassab Min Xu Qirong Ho 153 0 0 22 Nov 2024
Block Coordinate Plug-and-Play Methods for Blind Inverse Problems Weijie Gan S. Shoushtari Yuyang Hu Jiaming Liu Hongyu An Ulugbek S. Kamilov 18 11 0 22 May 2023
RViDeformer: Efficient Raw Video Denoising Transformer with a Larger Benchmark Dataset Huanjing Yue Cong Cao Lei Liao Jingyu Yang ViT 41 6 0 01 May 2023
Multi-rater Prism: Learning self-calibrated medical image segmentation from multiple raters Junde Wu Huihui Fang Yehui Yang Yuanpei Liu Jing Gao Lixin Duan Weihua Yang Yanwu Xu 16 2 0 01 Dec 2022
Measurement-Consistent Networks via a Deep Implicit Layer for Solving Inverse Problems Rahul Mourya João F. C. Mota 22 2 0 06 Nov 2022
Panchromatic and Multispectral Image Fusion via Alternating Reverse Filtering Network Keyu Yan Man Zhou Jie Huang Fengmei Zhao Chengjun Xie Chongyi Li Danfeng Hong 32 17 0 15 Oct 2022
Model-Guided Multi-Contrast Deep Unfolding Network for MRI Super-resolution Reconstruction Gang Yang Li Zhang Man Zhou Aiping Liu Xun Chen Zhiwei Xiong Feng Wu MedIm 21 14 0 15 Sep 2022
Deep Model-Based Architectures for Inverse Problems under Mismatched Priors S. Shoushtari Jiaming Liu Yuyang Hu Ulugbek S. Kamilov 24 6 0 26 Jul 2022
Content-aware Scalable Deep Compressed Sensing Bin Chen Jian Andrew Zhang 19 54 0 19 Jul 2022
Deep Generalized Unfolding Networks for Image Restoration Chong Mou Qian Wang Jian Zhang 26 182 0 28 Apr 2022
A Note on Machine Learning Approach for Computational Imaging Bin Dong 10 0 0 24 Feb 2022
Learning A 3D-CNN and Transformer Prior for Hyperspectral Image Super-Resolution Qing Ma Junjun Jiang Xianming Liu Jiayi Ma ViT 20 53 0 27 Nov 2021
Gaussian Kernel Mixture Network for Single Image Defocus Deblurring Yuhui Quan Zicong Wu Hui Ji 17 37 0 31 Oct 2021
Memory-Augmented Deep Unfolding Network for Compressive Sensing Jie Song Bin Chen Jian Andrew Zhang 13 90 0 19 Oct 2021
A Two-Stage Attentive Network for Single Image Super-Resolution Jiqing Zhang Chengjiang Long Yuxin Wang Haiyin Piao Haiyang Mei Xin Yang Baocai Yin SupR 47 60 0 21 Apr 2021
Fixed-Point and Objective Convergence of Plug-and-Play Algorithms Pravin Nair Ruturaj G. Gavaskar K. Chaudhury 43 37 0 21 Apr 2021
Searching Efficient Model-guided Deep Network for Image Denoising Qiang Ning W. Dong Xin Li Jinjian Wu Leida Li Guangming Shi 25 7 0 06 Apr 2021
Learning to Optimize: A Primer and A Benchmark Tianlong Chen Xiaohan Chen Wuyang Chen Howard Heaton Jialin Liu Zhangyang Wang W. Yin 30 225 0 23 Mar 2021
ISTA-Net++: Flexible Deep Unfolding Network for Compressive Sensing Di You Jingfen Xie Jian Andrew Zhang 17 95 0 22 Mar 2021
Optimization-Inspired Learning with Architecture Augmentations and Control Mechanisms for Low-Level Vision Risheng Liu Zhu Liu Pan Mu Xin-Yue Fan Zhongxuan Luo 10 5 0 10 Dec 2020
DIPPAS: A Deep Image Prior PRNU Anonymization Scheme F. Picetti S. Mandelli Paolo Bestagini V. Lipari Stefano Tubaro 28 12 0 07 Dec 2020
Direct Evolutionary Optimization of Variational Autoencoders With Binary Latents E. Guiraud Jakob Drefs Jörg Lücke DRL 25 3 0 27 Nov 2020
Learning Multiscale Convolutional Dictionaries for Image Reconstruction Tianlin Liu Anadi Chaman David Belius Ivan Dokmanić 17 27 0 25 Nov 2020
Spectral Response Function Guided Deep Optimization-driven Network for Spectral Super-resolution Jiang He Jie Li Qiangqiang Yuan Huanfeng Shen Liangpei Zhang 24 74 0 19 Nov 2020
Accurate and Lightweight Image Super-Resolution with Model-Guided Deep Unfolding Network Qiang Ning W. Dong Guangming Shi Leida Li Xin Li 19 44 0 14 Sep 2020
Neural Network-based Reconstruction in Compressed Sensing MRI Without Fully-sampled Training Data Alan Q. Wang Adrian V. Dalca M. Sabuncu 15 26 0 29 Jul 2020
Tuning-free Plug-and-Play Proximal Algorithm for Inverse Imaging Problems Kaixuan Wei Angelica Aviles-Rivero Jingwei Liang Ying Fu Carola-Bibiane Schönlieb Hua Huang 8 103 0 22 Feb 2020
Deep Plug-and-play Prior for Low-rank Tensor Completion Xile Zhao Wen-Hao Xu Tai-Xiang Jiang Yao Wang Michael K. Ng 19 91 0 11 May 2019
First-order Methods Almost Always Avoid Saddle Points J. Lee Ioannis Panageas Georgios Piliouras Max Simchowitz Michael I. Jordan Benjamin Recht ODL 85 82 0 20 Oct 2017