Learning to See in the Dark

4 May 2018

Papers citing "Learning to See in the Dark"

50 / 151 papers shown

Title
Feature-Align Network with Knowledge Distillation for Efficient Denoising Lucas D. Young F. Reda Rakesh Ranjan Jon Morton Jun Hu Y. Ling Xiaoyu Xiang David Liu Vikas Chandra 38 3 0 02 Mar 2021
Countering Malicious DeepFakes: Survey, Battleground, and Horizon Felix Juefei Xu Run Wang Yihao Huang Qing-Wu Guo Lei Ma Yang Liu AAML 33 130 0 27 Feb 2021
Contextual colorization and denoising for low-light ultra high resolution sequences Nantheera Anantrasirichai David Bull DiffM 23 17 0 05 Jan 2021
Advances in Electron Microscopy with Deep Learning Jeffrey M. Ede 32 2 0 04 Jan 2021
Fake Visual Content Detection Using Two-Stream Convolutional Neural Networks B. Yousaf Muhammad Usama Waqas Sultani Arif Mahmood Junaid Qadir 17 8 0 03 Jan 2021
Projected Distribution Loss for Image Enhancement M. Delbracio Hossein Talebi P. Milanfar SupR 18 35 0 16 Dec 2020
Legacy Photo Editing with Learned Noise Prior Yuzhi Zhao Tingyu Lin Xuehui Wang Kangcheng Liu Yujia Zhang W. Yu Pengfei Xian Jingjing Xiong 27 23 0 23 Nov 2020
Flexible Piecewise Curves Estimation for Photo Enhancement Chongyi Li Chunle Guo Qiming Ai Shangchen Zhou Chen Change Loy 33 19 0 26 Oct 2020
Dodging DeepFake Detection via Implicit Spatial-Domain Notch Filtering Yihao Huang Felix Juefei Xu Qing-Wu Guo Yang Liu G. Pu 33 20 0 19 Sep 2020
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 31 79 0 17 Sep 2020
GIA-Net: Global Information Aware Network for Low-light Imaging Zibo Meng Runsheng Xu C. Ho GAN 27 12 0 14 Sep 2020
Exploit Camera Raw Data for Video Super-Resolution via Hidden Markov Model Inference Xiaohong Liu Kangdi Shi Zhe Wang Jun Chen SupR 32 31 0 24 Aug 2020
Guided Collaborative Training for Pixel-wise Semi-Supervised Learning Zhanghan Ke Di Qiu Kaican Li Qiong Yan Rynson W. H. Lau 28 247 0 12 Aug 2020
Deep Bilateral Retinex for Low-Light Image Enhancement Jinxiu Liang Yong-mei Xu Yuhui Quan Jingwen Wang Haibin Ling Hui Ji 26 14 0 04 Jul 2020
A Retinex based GAN Pipeline to Utilize Paired and Unpaired Datasets for Enhancing Low Light Images H. Weligampola Gihan Chanaka Jayatilaka Suren Sritharan R. Godaliyadda Parakrama Ekanayaka Roshan Ragel V. Herath GAN 21 7 0 27 Jun 2020
Map-Guided Curriculum Domain Adaptation and Uncertainty-Aware Evaluation for Semantic Nighttime Image Segmentation Christos Sakaridis Dengxin Dai Luc Van Gool 43 158 0 28 May 2020
Computer Vision Toolkit for Non-invasive Monitoring of Factory Floor Artifacts Aditya M. Deshpande Anil Kumar Telikicherla Vinay Jakkali David A. Wickelhaus Manish Kumar S. Anand 27 16 0 12 May 2020
Deep Learning Techniques for Inverse Problems in Imaging Greg Ongie A. Jalal Christopher A. Metzler Richard G. Baraniuk A. Dimakis Rebecca Willett 11 519 0 12 May 2020
An Integrated Enhancement Solution for 24-hour Colorful Imaging Feifan Lv Yinqiang Zheng Yicheng Li Feng Lu 18 19 0 10 May 2020
Unsupervised Low-light Image Enhancement with Decoupled Networks Wei Xiong Ding Liu Xiaohui Shen Chen Fang Jiebo Luo 26 19 0 06 May 2020
Deploying Image Deblurring across Mobile Devices: A Perspective of Quality and Latency Cheng-Ming Chiang Yu-Wen Tseng Yu-Syuan Xu Hsien-Kai Kuo Yi-Min Tsai ... Chia-Lin Yu B. Shen Kloze Kao Chia-Ming Cheng Hung-Jen Chen 35 22 0 27 Apr 2020
Supervised Raw Video Denoising with a Benchmark Dataset on Dynamic Scenes Huanjing Yue Cong Cao Lei Liao Ronghe Chu Jingyu Yang 27 121 0 31 Mar 2020
DeepLPF: Deep Local Parametric Filters for Image Enhancement Sean J. Moran Pierre Marza Steven G. McDonagh Sarah Parisot Greg Slabaugh 17 192 0 31 Mar 2020
A Physics-based Noise Formation Model for Extreme Low-light Raw Denoising Kaixuan Wei Ying Fu Jiaolong Yang Hua Huang DiffM 19 206 0 28 Mar 2020
Learning Multi-Scale Photo Exposure Correction Mahmoud Afifi Konstantinos G. Derpanis Bjorn Ommer M. S. Brown 13 9 0 25 Mar 2020
Image Restoration for Under-Display Camera Yuqian Zhou D. Ren N. Emerton Sehoon Lim T. Large 32 67 0 10 Mar 2020
Face Hallucination with Finishing Touches Yang Zhang Ivor W. Tsang Jun Li Ping Liu Xiaobo Lu Xin Yu CVBM SupR 16 28 0 09 Feb 2020
Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement Chunle Guo Chongyi Li Jichang Guo Chen Change Loy Junhui Hou Sam Kwong Runmin Cong DiffM 3DV 22 1,319 0 19 Jan 2020
CNN-generated images are surprisingly easy to spot... for now Sheng-Yu Wang Oliver Wang Richard Y. Zhang Andrew Owens Alexei A. Efros OOD 16 940 0 23 Dec 2019
VisionISP: Repurposing the Image Signal Processor for Computer Vision Applications Chyuan-Tyng Wu Leo F. Isikdogan R. Sushma Bhavin V. Nayak Timo Gerasimow Aleksandar Sutic Liron Ain-kedem G. Michael VLM 19 35 0 14 Nov 2019
Handheld Mobile Photography in Very Low Light O. Liba K. Murthy Yun-Ta Tsai Tim Brooks Tianfan Xue ... Dillon Sharlet Ryan Geiss Samuel W. Hasinoff Yael Pritch M. Levoy 35 111 0 24 Oct 2019
A Dual Camera System for High Spatiotemporal Resolution Video Acquisition Ming Cheng Zhan Ma M. Salman Asif Yiling Xu Haojie Liu Wenbo Bao Jun Sun 30 21 0 28 Sep 2019
Deep Camera: A Fully Convolutional Neural Network for Image Signal Processing Sivalogeswaran Ratnasingam 20 41 0 24 Aug 2019
GridDehazeNet: Attention-Based Multi-Scale Network for Image Dehazing Xiaohong Liu Yongrui Ma Zhihao Shi Jun Chen 44 737 0 08 Aug 2019
Unsupervised Deep Contrast Enhancement with Power Constraint for OLED Displays Y. Shin Seung Park Yoon-Jae Yeo Min-Jae Yoo Sung-Jea Ko 11 22 0 15 May 2019
Zoom To Learn, Learn To Zoom X. Zhang Qifeng Chen Ren Ng V. Koltun SupR 27 247 0 13 May 2019
Illumination-Adaptive Person Re-identification Zelong Zeng Zhixiang Wang Zheng Wang Yinqiang Zheng Yung-Yu Chuang Shiníchi Satoh 16 90 0 11 May 2019
Kindling the Darkness: A Practical Low-light Image Enhancer Yonghua Zhang Jiawan Zhang Xiaojie Guo 63 1,163 0 04 May 2019
Learning Raw Image Denoising with Bayer Pattern Unification and Bayer Preserving Augmentation Jiaming Liu Chihao Wu Yuzhi Wang Qin Xu Yuqian Zhou ... Chuan Wang Shaofan Cai Yifan Ding Haoqiang Fan Jue Wang 23 67 0 29 Apr 2019
$UG$^{2+}$ Track 2: A Collective Benchmark Effort for Evaluating and Advancing Image Understanding in Poor Visibility Environments$ UG $^{2+}$ Track 2: A Collective Benchmark Effort for Evaluating and Advancing Image Understanding in Poor Visibility Environments Ye Yuan Wenhan Yang Wenqi Ren Xin Liu Cheng Chi Haiquan Wang 3DV 41 227 0 09 Apr 2019
Neural Imaging Pipelines - the Scourge or Hope of Forensics? Pawel Korus N. Memon 10 1 0 27 Feb 2019
U-NetPlus: A Modified Encoder-Decoder U-Net Architecture for Semantic and Instance Segmentation of Surgical Instrument S. Hasan Cristian A. Linte MedIm 22 92 0 24 Feb 2019
Multi-Kernel Prediction Networks for Denoising of Burst Images Talmaj Marinc Vignesh Srinivasan Serhan Gül C. Hellge Wojciech Samek 22 26 0 05 Feb 2019
DeepFlash: Turning a Flash Selfie into a Studio Portrait N. Capece Francesco Banterle Paolo Cignoni F. Ganovelli Roberto Scopigno U. Erra 19 22 0 14 Jan 2019
Content Authentication for Neural Imaging Pipelines: End-to-end Optimization of Photo Provenance in Complex Distribution Channels Pawel Korus N. Memon 18 13 0 04 Dec 2018
Unprocessing Images for Learned Raw Denoising Tim Brooks B. Mildenhall Tianfan Xue Jiawen Chen Dillon Sharlet Jonathan T. Barron 19 433 0 27 Nov 2018
Decoupling Semantic Context and Color Correlation with multi-class cross branch regularization Vishal Keshav L. TejpratapG.V.S. 12 3 0 18 Oct 2018
Getting to Know Low-light Images with The Exclusively Dark Dataset Y. P. Loh Chee Seng Chan 32 537 0 29 May 2018
DeepISP: Towards Learning an End-to-End Image Processing Pipeline Eli Schwartz Raja Giryes A. Bronstein VLM 19 225 0 20 Jan 2018
Dirty Pixels: Towards End-to-End Image Processing and Perception Steven Diamond Vincent Sitzmann Frank D. Julca-Aguilar Stephen P. Boyd Gordon Wetzstein Felix Heide 21 51 0 23 Jan 2017