Towards Low Light Enhancement with RAW Images

28 December 2021

Papers citing "Towards Low Light Enhancement with RAW Images"

24 / 24 papers shown

Title
Retinex-RAWMamba: Bridging Demosaicing and Denoising for Low-Light RAW Image Enhancement Xianmin Chen Peiliang Huang Xiaoxu Feng Dingwen Zhang Longfei Han Jiawei Han Mamba 97 1 0 03 Jan 2025
Tell Me What You See: Text-Guided Real-World Image Denoising E. Yosef Raja Giryes DiffM 65 2 0 15 Dec 2023
LDM-ISP: Enhancing Neural ISP for Low Light with Latent Diffusion Models Qiang Wen Yazhou Xing Zhefan Rao Qifeng Chen DiffM 64 1 0 02 Dec 2023
DeFlow: Learning Complex Image Degradations from Unpaired Data with Conditional Flows Valentin Wolf Andreas Lugmayr Martin Danelljan Luc Van Gool Radu Timofte 42 41 0 14 Jan 2021
CIE XYZ Net: Unprocessing Images for Low-Level Computer Vision Tasks Mahmoud Afifi A. Abdelhamed Abdullah Abuolaim Abhijith Punnappurath M. S. Brown 41 41 0 23 Jun 2020
A Physics-based Noise Formation Model for Extreme Low-light Raw Denoising Kaixuan Wei Ying Fu Jiaolong Yang Hua Huang DiffM 43 208 0 28 Mar 2020
CycleISP: Real Image Restoration via Improved Data Synthesis Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang Ling Shao DiffM 123 340 0 17 Mar 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 59 1,340 0 19 Jan 2020
EnlightenGAN: Deep Light Enhancement without Paired Supervision Yi Ding Xinyu Gong Ding Liu Yu Cheng Chen Fang Xiaohui Shen Jianchao Yang Pan Zhou Zhangyang Wang 36 1,541 0 17 Jun 2019
Kindling the Darkness: A Practical Low-light Image Enhancer Yonghua Zhang Jiawan Zhang Xiaojie Guo 88 1,186 0 04 May 2019
Unprocessing Images for Learned Raw Denoising Tim Brooks B. Mildenhall Tianfan Xue Jiawen Chen Dillon Sharlet Jonathan T. Barron 54 437 0 27 Nov 2018
Deep Retinex Decomposition for Low-Light Enhancement Chen Wei Wenjing Wang Wenhan Yang Jiaying Liu 70 1,700 0 14 Aug 2018
Multi-level Wavelet-CNN for Image Restoration Pengju Liu Hongzhi Zhang Peng Sun Liang Lin W. Zuo SupR 45 644 0 18 May 2018
Learning to See in the Dark Cheng Chen Qifeng Chen Jia Xu V. Koltun 262 1,176 0 04 May 2018
Joint Enhancement and Denoising Method via Sequential Decomposition Xutong Ren Mading Li Wen-Huang Cheng Jiaying Liu 21 194 0 23 Apr 2018
Image Correction via Deep Reciprocating HDR Transformation Xin Yang Ke Xu Yibing Song Qiang Zhang Xiaopeng Wei Rynson W. H. Lau 42 108 0 12 Apr 2018
DeepISP: Towards Learning an End-to-End Image Processing Pipeline Eli Schwartz Raja Giryes A. Bronstein VLM 43 226 0 20 Jan 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 171 11,610 0 11 Jan 2018
MSR-net:Low-light Image Enhancement Using Deep Convolutional Network Liang Shen Zihan Yue Fan Feng Quan Chen Shihao Liu Jie Ma 35 273 0 07 Nov 2017
A Bio-Inspired Multi-Exposure Fusion Framework for Low-light Image Enhancement Zhenqiang Ying Ge Li Wen Gao 20 252 0 02 Nov 2017
Deep Bilateral Learning for Real-Time Image Enhancement Michael Gharbi Jiawen Chen Jonathan T. Barron Samuel W. Hasinoff F. Durand 3DH 43 731 0 10 Jul 2017
LLNet: A Deep Autoencoder Approach to Natural Low-light Image Enhancement Kin Gwn Lore Adedotun Akintayo Soumik Sarkar 17 1,446 0 12 Nov 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 722 76,547 0 18 May 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 290 149,474 0 22 Dec 2014