Investigating Task-driven Latent Feasibility for Nonconvex Image
Modeling

v1v2v3 (latest)

Investigating Task-driven Latent Feasibility for Nonconvex Image Modeling

18 October 2019

ArXiv (abs)PDF HTML

Papers citing "Investigating Task-driven Latent Feasibility for Nonconvex Image Modeling"

17 / 17 papers shown

Title
Plug-and-Play Methods Provably Converge with Properly Trained Denoisers Ernest K. Ryu Jialin Liu Sicheng Wang Xiaohan Chen Zhangyang Wang W. Yin AI4CE 78 354 0 14 May 2019
Deep Plug-and-Play Super-Resolution for Arbitrary Blur Kernels Kai Zhang W. Zuo Lei Zhang SupR 53 363 0 29 Mar 2019
On the Convergence of Learning-based Iterative Methods for Nonconvex Inverse Problems Risheng Liu Shichao Cheng Yi He Xin-Yue Fan Zhouchen Lin Zhongxuan Luo 63 68 0 16 Aug 2018
Regularization by Denoising: Clarifications and New Interpretations E. T. Reehorst Philip Schniter 107 222 0 06 Jun 2018
Acceleration of RED via Vector Extrapolation Tao Hong Yaniv Romano Michael Elad 48 16 0 06 May 2018
FastDeRain: A Novel Video Rain Streak Removal Method Using Directional Gradient Priors Tai-Xiang Jiang Tingzhu Huang Xile Zhao Liang-Jian Deng Yao Wang 51 153 0 20 Mar 2018
Density-aware Single Image De-raining using a Multi-stream Dense Network He Zhang Vishal M. Patel 120 857 0 21 Feb 2018
Convergence Analysis of Proximal Gradient with Momentum for Nonconvex Optimization Qunwei Li Yi Zhou Yingbin Liang P. Varshney 121 94 0 14 May 2017
Learning Deep CNN Denoiser Prior for Image Restoration Peng Sun W. Zuo Shuhang Gu Lei Zhang SupR 154 1,847 0 11 Apr 2017
The Little Engine that Could: Regularization by Denoising (RED) Yaniv Romano Michael Elad P. Milanfar DiffM 108 805 0 09 Nov 2016
Deep Joint Rain Detection and Removal from a Single Image Wenhan Yang R. Tan Jiashi Feng Jiaying Liu Zongming Guo Shuicheng Yan 198 1,009 0 25 Sep 2016
Clearing the Skies: A deep network architecture for single-image rain removal Xueyang Fu Jiabin Huang Xinghao Ding Yinghao Liao John Paisley 85 780 0 07 Sep 2016
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising Peng Sun W. Zuo Yunjin Chen Deyu Meng Lei Zhang SupR 145 7,027 0 13 Aug 2016
Plug-and-Play ADMM for Image Restoration: Fixed Point Convergence and Applications Stanley H. Chan Xiran Wang Omar A. Elgendy 74 770 0 05 May 2016
Trainable Nonlinear Reaction Diffusion: A Flexible Framework for Fast and Effective Image Restoration Yunjin Chen Thomas Pock DiffM 54 1,191 0 12 Aug 2015
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.7K 39,615 0 01 Sep 2014
A General Iterative Shrinkage and Thresholding Algorithm for Non-convex Regularized Optimization Problems Pinghua Gong Changshui Zhang Zhaosong Lu Jianhua Z. Huang Jieping Ye 187 405 0 18 Mar 2013