Deep Mean-Shift Priors for Image Restoration

12 September 2017

Papers citing "Deep Mean-Shift Priors for Image Restoration"

25 / 25 papers shown

Title
A Dive into SAM Prior in Image Restoration Zeyu Xiao Jiawang Bai Zhihe Lu Zhiwei Xiong 29 16 0 23 May 2023
GridShift: A Faster Mode-seeking Algorithm for Image Segmentation and Object Tracking Abhishek Kumar Oladayo S. Ajani Swagatam Das R. Mallipeddi OOD 16 7 0 05 Jun 2022
Incomplete Gamma Kernels: Generalizing Locally Optimal Projection Operators P. Stotko Michael Weinmann Reinhard Klein 36 0 0 02 May 2022
Gradient Step Denoiser for convergent Plug-and-Play Samuel Hurault Arthur Leclaire Nicolas Papadakis 38 93 0 07 Oct 2021
Fixed-Point and Objective Convergence of Plug-and-Play Algorithms Pravin Nair Ruturaj G. Gavaskar K. Chaudhury 48 37 0 21 Apr 2021
Learning to Optimize: A Primer and A Benchmark Tianlong Chen Xiaohan Chen Wuyang Chen Howard Heaton Jialin Liu Zhangyang Wang W. Yin 61 225 0 23 Mar 2021
Bayesian imaging using Plug & Play priors: when Langevin meets Tweedie R. Laumont Valentin De Bortoli Andrés Almansa J. Delon Alain Durmus Marcelo Pereyra 26 109 0 08 Mar 2021
GAN Inversion: A Survey Weihao Xia Yulun Zhang Yujiu Yang Jing-Hao Xue Bolei Zhou Ming-Hsuan Yang DiffM 70 507 0 14 Jan 2021
Async-RED: A Provably Convergent Asynchronous Block Parallel Stochastic Method using Deep Denoising Priors Yu Sun Jiaming Liu Yiran Sun B. Wohlberg Ulugbek S. Kamilov 37 15 0 03 Oct 2020
Homotopic Gradients of Generative Density Priors for MR Image Reconstruction Cong Quan Jinjie Zhou Yuanzheng Zhu Yang Chen Shanshan Wang Dong Liang Qiegen Liu DiffM MedIm 27 26 0 14 Aug 2020
Scalable Plug-and-Play ADMM with Convergence Guarantees Yu Sun Zihui Wu Xiaojian Xu B. Wohlberg Ulugbek S. Kamilov BDL 35 74 0 05 Jun 2020
Test-Time Adaptable Neural Networks for Robust Medical Image Segmentation Neerav Karani Ertunc Erdil K. Chaitanya E. Konukoglu OOD 23 163 0 09 Apr 2020
Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation Xingang Pan Xiaohang Zhan Bo Dai Dahua Lin Chen Change Loy Ping Luo DiffM 55 359 0 30 Mar 2020
BP-DIP: A Backprojection based Deep Image Prior Jenny Zukerman Tom Tirer Raja Giryes SupR 19 18 0 11 Mar 2020
Deep Learning on Image Denoising: An overview Chunwei Tian Lunke Fei Wenxian Zheng Yong-mei Xu W. Zuo Chia-Wen Lin 35 815 0 31 Dec 2019
Non-Local ConvLSTM for Video Compression Artifact Reduction Yi Xu Longwen Gao Kai Tian Shuigeng Zhou Huyang Sun 27 67 0 27 Oct 2019
Deep Camera: A Fully Convolutional Neural Network for Image Signal Processing Sivalogeswaran Ratnasingam 28 41 0 24 Aug 2019
Probabilistic Residual Learning for Aleatoric Uncertainty in Image Restoration Chen Zhang Bangti Jin UQCV 24 12 0 01 Aug 2019
Block Coordinate Regularization by Denoising Yu Sun Jiaming Liu Ulugbek S. Kamilov 32 82 0 13 May 2019
Proximal Splitting Networks for Image Restoration Raied Aljadaany Dipan K. Pal Marios Savvides SupR 17 8 0 17 Mar 2019
Identifying Recurring Patterns with Deep Neural Networks for Natural Image Denoising Zhihao Xia Ayan Chakrabarti 24 27 0 13 Jun 2018
Adaptive Quantile Sparse Image (AQuaSI) Prior for Inverse Imaging Problems Franziska Schirrmacher Thomas Köhler Christian Riess 24 5 0 06 Apr 2018
Deep Image Demosaicking using a Cascade of Convolutional Residual Denoising Networks Filippos Kokkinos Stamatios Lefkimmiatis SupR 23 126 0 14 Mar 2018
Learning a Single Convolutional Super-Resolution Network for Multiple Degradations Peng Sun W. Zuo Lei Zhang SupR 58 904 0 17 Dec 2017
Discriminative Transfer Learning for General Image Restoration Lei Xiao Felix Heide Wolfgang Heidrich Bernhard Schölkopf M. Hirsch DiffM 13 22 0 27 Mar 2017