DSLR-Quality Photos on Mobile Devices with Deep Convolutional Networks

8 April 2017

Radu Timofte

Luc Van Gool

Papers citing "DSLR-Quality Photos on Mobile Devices with Deep Convolutional Networks"

37 / 87 papers shown

Title
Learned Smartphone ISP on Mobile NPUs with Deep Learning, Mobile AI 2021 Challenge: Report Andrey D. Ignatov Cheng-Ming Chiang Hsien-Kai Kuo Anastasia Sycheva Radu Timofte ... K. Upla Kiran Raja Raghavendra Ramachandra Christoph Busch Etienne de Stoutz 33 47 0 17 May 2021
Toward Interactive Modulation for Photo-Realistic Image Restoration Haoming Cai Jingwen He Qiao Yu Chao Dong GAN 21 18 0 07 May 2021
PyNET-CA: Enhanced PyNET with Channel Attention for End-to-End Mobile Image Signal Processing Byung-Hoon Kim Joonyoung Song J. C. Ye JaeHyun Baek 18 26 0 07 Apr 2021
Deep Model Intellectual Property Protection via Deep Watermarking Jie Zhang Dongdong Chen Jing Liao Weiming Zhang Huamin Feng G. Hua Nenghai Yu 33 106 0 08 Mar 2021
DeFlow: Learning Complex Image Degradations from Unpaired Data with Conditional Flows Valentin Wolf Andreas Lugmayr Martin Danelljan Luc Van Gool Radu Timofte 27 41 0 14 Jan 2021
Learning Accurate Dense Correspondences and When to Trust Them Prune Truong Martin Danelljan Luc Van Gool Radu Timofte 3DH 3DPC 79 129 0 05 Jan 2021
Unpaired Image Enhancement with Quality-Attention Generative Adversarial Network Zhangkai Ni Wenhan Yang Shiqi Wang Lin Ma Sam Kwong GAN 51 18 0 30 Dec 2020
AIM 2020 Challenge on Rendering Realistic Bokeh Andrey D. Ignatov Radu Timofte Ming Qian Congyu Qiao Jiamin Lin ... Xueqin Chen Tengyao Wang Max Zheng Hulk Wong Jay S. Zou 24 44 0 10 Nov 2020
Flexible Piecewise Curves Estimation for Photo Enhancement Chongyi Li Chunle Guo Qiming Ai Shangchen Zhou Chen Change Loy 38 19 0 26 Oct 2020
Characterizing and Taming Model Instability Across Edge Devices Eyal Cidon Evgenya Pergament Zain Asgar Asaf Cidon Sachin Katti 14 7 0 18 Oct 2020
Conditional Sequential Modulation for Efficient Global Image Retouching Jingwen He Yihao Liu Yu Qiao Chao Dong 21 116 0 22 Sep 2020
GOCor: Bringing Globally Optimized Correspondence Volumes into Your Neural Network Prune Truong Martin Danelljan Luc Van Gool Radu Timofte 30 76 0 16 Sep 2020
NTIRE 2020 Challenge on Real-World Image Super-Resolution: Methods and Results Andreas Lugmayr Martin Danelljan Radu Timofte Namhyuk Ahn Dongwoon Bai ... Tongtong Zhao Yuanbo Zhou Haijie Zhuo Ziyao Zong Xueyi Zou SupR 100 170 0 05 May 2020
DeepLPF: Deep Local Parametric Filters for Image Enhancement Sean J. Moran Pierre Marza Jingyu Sun Sarah Parisot Greg Slabaugh 25 192 0 31 Mar 2020
Deep CG2Real: Synthetic-to-Real Translation via Image Disentanglement Sai Bi Kalyan Sunkavalli Federico Perazzi Eli Shechtman Vladimir G. Kim R. Ramamoorthi GAN 16 31 0 27 Mar 2020
Learning Multi-Scale Photo Exposure Correction Mahmoud Afifi Konstantinos G. Derpanis Bjorn Ommer M. S. Brown 21 9 0 25 Mar 2020
Frequency Separation for Real-World Super-Resolution Manuel Fritsche Shuhang Gu Radu Timofte 33 224 0 18 Nov 2019
Divide-and-Conquer Adversarial Learning for High-Resolution Image and Video Enhancement Zhiwu Huang D. Paudel Guanju Li Jiqing Wu Radu Timofte Luc Van Gool 33 4 0 23 Oct 2019
AI Benchmark: All About Deep Learning on Smartphones in 2019 Andrey D. Ignatov Radu Timofte Andrei Kulik Seungsoo Yang Ke Wang Felix Baum Max Wu Lirong Xu Luc Van Gool ELM 23 218 0 15 Oct 2019
eCNN: A Block-Based and Highly-Parallel CNN Accelerator for Edge Inference Chao-Tsung Huang Yu-Chun Ding Huan-Ching Wang Chi-Wen Weng Kai-Ping Lin Li-Wei Wang Li-De Chen 6 42 0 13 Oct 2019
Unsupervised Learning for Real-World Super-Resolution Andreas Lugmayr Martin Danelljan Radu Timofte SSL SupR 143 167 0 20 Sep 2019
On-Device Neural Net Inference with Mobile GPUs Juhyun Lee Nikolay Chirkov Ekaterina Ignasheva Yury Pisarchyk Mogan Shieh F. Riccardi Raman Sarokin Andrei Kulik Matthias Grundmann BDL 29 88 0 03 Jul 2019
LED2Net: Deep Illumination-aware Dehazing with Low-light and Detail Enhancement Guisik Kim Junseok Kwon 3DV 23 14 0 12 Jun 2019
Neural Imaging Pipelines - the Scourge or Hope of Forensics? Pawel Korus N. Memon 23 1 0 27 Feb 2019
DeepFlash: Turning a Flash Selfie into a Studio Portrait N. Capece Francesco Banterle Paolo Cignoni F. Ganovelli Roberto Scopigno U. Erra 24 22 0 14 Jan 2019
Fast Perceptual Image Enhancement Etienne de Stoutz Andrey D. Ignatov Nikolay Kobyshev Radu Timofte Luc Van Gool 24 19 0 31 Dec 2018
SMIT: Stochastic Multi-Label Image-to-Image Translation Andrés Romero Pablo Arbelaez Luc Van Gool Radu Timofte 25 66 0 10 Dec 2018
Thermal Infrared Colorization via Conditional Generative Adversarial Network Xiaodong Kuang Xiubao Sui Chengwei Liu Yuan Liu Qian Chen G. Gu GAN 27 79 0 12 Oct 2018
PIRM Challenge on Perceptual Image Enhancement on Smartphones: Report Andrey D. Ignatov Radu Timofte Thang Vu Tung M. Luu T. Pham ... T. Nimisha Praveen Kandula A. N. Rajagopalan Jie Liu Cheolkon Jung SupR 27 134 0 03 Oct 2018
AI Benchmark: Running Deep Neural Networks on Android Smartphones Andrey D. Ignatov Radu Timofte William Chou Ke Wang Max Wu Tim Hartley Luc Van Gool ELM 24 321 0 02 Oct 2018
Deep Learning in Mobile and Wireless Networking: A Survey Chaoyun Zhang P. Patras Hamed Haddadi 50 1,306 0 12 Mar 2018
Personalized Exposure Control Using Adaptive Metering and Reinforcement Learning Huan Yang Baoyuan Wang Noranart Vesdapunt Minyi Guo S. B. Kang 32 22 0 06 Mar 2018
DeepISP: Towards Learning an End-to-End Image Processing Pipeline Eli Schwartz Raja Giryes A. Bronstein VLM 27 225 0 20 Jan 2018
WESPE: Weakly Supervised Photo Enhancer for Digital Cameras Andrey D. Ignatov Nikolay Kobyshev Radu Timofte K. Vanhoey Luc Van Gool DiffM 31 171 0 04 Sep 2017
Aesthetic-Driven Image Enhancement by Adversarial Learning Yubin Deng Chen Change Loy Xiaoou Tang GAN 28 121 0 17 Jul 2017
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 234 5,181 0 16 Sep 2016
DehazeNet: An End-to-End System for Single Image Haze Removal Bolun Cai Xiangmin Xu Kui Jia Chunmei Qing Dacheng Tao 119 2,403 0 28 Jan 2016