BLNet: A Fast Deep Learning Framework for Low-Light Image Enhancement with Noise Removal and Color Restoration

30 June 2021

Papers citing "BLNet: A Fast Deep Learning Framework for Low-Light Image Enhancement with Noise Removal and Color Restoration"

26 / 26 papers shown

Title
Self-supervised Image Enhancement Network: Training with Low Light Images Only Yu Zhang Xiaoguang Di Bin Zhang Chunhui Wang 64 105 0 26 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 98 1,363 0 19 Jan 2020
Dual Illumination Estimation for Robust Exposure Correction Qing Zhang Yongwei Nie Weishi Zheng 3DV 55 130 0 30 Oct 2019
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 82 1,571 0 17 Jun 2019
STAR: A Structure and Texture Aware Retinex Model Jun Xu Yingkun Hou Dongwei Ren Li Liu Fan Zhu Mengyang Yu Haoqian Wang Ling Shao 76 202 0 16 Jun 2019
Kindling the Darkness: A Practical Low-light Image Enhancer Yonghua Zhang Jiawan Zhang Xiaojie Guo 109 1,207 0 04 May 2019
Deep Retinex Decomposition for Low-Light Enhancement Chen Wei Wenjing Wang Wenhan Yang Jiaying Liu 102 1,725 0 14 Aug 2018
Toward Convolutional Blind Denoising of Real Photographs Shi Guo Zifei Yan Peng Sun W. Zuo Lei Zhang 98 914 0 12 Jul 2018
Learning to See in the Dark Cheng Chen Qifeng Chen Jia Xu V. Koltun 293 1,188 0 04 May 2018
Joint Enhancement and Denoising Method via Sequential Decomposition Xutong Ren Mading Li Wen-Huang Cheng Jiaying Liu 58 197 0 23 Apr 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 377 11,877 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 64 272 0 07 Nov 2017
A Bio-Inspired Multi-Exposure Fusion Framework for Low-light Image Enhancement Zhenqiang Ying Ge Li Wen Gao 62 253 0 02 Nov 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 352 27,230 0 20 Mar 2017
Pyramid Scene Parsing Network Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia VOS SSeg 665 12,030 0 04 Dec 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 7,007 0 13 Aug 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 265 18,259 0 02 Jun 2016
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 237 10,262 0 27 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,322 0 10 Dec 2015
LLNet: A Deep Autoencoder Approach to Natural Low-light Image Enhancement Kin Gwn Lore Adedotun Akintayo Soumik Sarkar 44 1,464 0 12 Nov 2015
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 705 36,997 0 08 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,341 0 18 May 2015
Fast R-CNN Ross B. Girshick ObjD 309 25,081 0 30 Apr 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,260 0 22 Dec 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,479 0 04 Sep 2014
Rich feature hierarchies for accurate object detection and semantic segmentation Ross B. Girshick Jeff Donahue Trevor Darrell Jitendra Malik ObjD 289 26,211 0 11 Nov 2013