Crafting a Toolchain for Image Restoration by Deep Reinforcement
Learning

Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning

10 April 2018

Chen Change Loy

Papers citing "Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning"

17 / 17 papers shown

Title
An Intelligent Agentic System for Complex Image Restoration Problems Kaiwen Zhu Jinjin Gu Zhiyuan You Yu Qiao Chao Dong 33 6 0 23 Oct 2024
Exploiting Diffusion Prior for Real-World Image Super-Resolution Jianyi Wang Zongsheng Yue Shangchen Zhou Kelvin C. K. Chan Chen Change Loy 32 281 0 11 May 2023
Generative Diffusion Prior for Unified Image Restoration and Enhancement Ben Fei Zhaoyang Lyu Liang Pan Junzhe Zhang Weidong Yang Tian-jian Luo Bo-Wen Zhang Bo Dai DiffM 27 176 0 03 Apr 2023
Simulating analogue film damage to analyse and improve artefact restoration on high-resolution scans D. Ivanova John Williamson Paul Henderson 19 2 0 20 Feb 2023
REPNP: Plug-and-Play with Deep Reinforcement Learning Prior for Robust Image Restoration Chong Wang Rongkai Zhang S. Ravishankar B. Wen 4 4 0 25 Jul 2022
DRL-ISP: Multi-Objective Camera ISP with Deep Reinforcement Learning Ukcheol Shin Kyunghyun Lee In So Kweon VLM 3DV 11 2 0 07 Jul 2022
TreEnhance: A Tree Search Method For Low-Light Image Enhancement Marco Cotogni C. Cusano 22 23 0 25 May 2022
Pik-Fix: Restoring and Colorizing Old Photos Runsheng Xu Zhengzhong Tu Yuanqi Du Xiaoyu Dong Jinlong Li Zibo Meng Jiaqi Ma A. Bovik Hongkai Yu 27 13 0 04 May 2022
ReLLIE: Deep Reinforcement Learning for Customized Low-Light Image Enhancement Rongkai Zhang Lanqing Guo Siyu Huang B. Wen OffRL 27 48 0 13 Jul 2021
R3L: Connecting Deep Reinforcement Learning to Recurrent Neural Networks for Image Denoising via Residual Recovery Rongkai Zhang Jiang Zhu Zhiyuan Zha Justin Dauwels B. Wen 18 6 0 12 Jul 2021
NTIRE 2021 Challenge on Image Deblurring Seungjun Nah Sanghyun Son Suyoung Lee Radu Timofte Kyoung Mu Lee SupR 20 82 0 30 Apr 2021
ClassSR: A General Framework to Accelerate Super-Resolution Networks by Data Characteristic Xiangtao Kong Hengyuan Zhao Yu Qiao Chao Dong 24 156 0 06 Mar 2021
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
Unsupervised Multi-Domain Multimodal Image-to-Image Translation with Explicit Domain-Constrained Disentanglement Weihao Xia Yujiu Yang Jing-Hao Xue 6 15 0 02 Nov 2019
Using RGB Image as Visual Input for Mapless Robot Navigation Liulong Ma Yanjie Liu Jiao Chen SSL 16 17 0 24 Mar 2019
Fully Convolutional Network with Multi-Step Reinforcement Learning for Image Processing Ryosuke Furuta Naoto Inoue T. Yamasaki 11 52 0 10 Nov 2018
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 264 5,326 0 05 Nov 2016