Semantic-Guided Zero-Shot Learning for Low-Light Image/Video Enhancement

3 October 2021

Papers citing "Semantic-Guided Zero-Shot Learning for Low-Light Image/Video Enhancement"

43 / 43 papers shown

Title
A review of advancements in low-light image enhancement using deep learning Fangxue Liu Lei Fan 16 0 0 09 May 2025
Brightness Perceiving for Recursive Low-Light Image Enhancement H. Wang Long Peng Yuejin Sun Zengyu Wan Yang Wang Yang Cao 63 12 0 03 Apr 2025
Luminance-GS: Adapting 3D Gaussian Splatting to Challenging Lighting Conditions with View-Adaptive Curve Adjustment Ziteng Cui Xuangeng Chu Tatsuya Harada 3DGS 53 0 0 02 Apr 2025
Zero-TIG: Temporal Consistency-Aware Zero-Shot Illumination-Guided Low-light Video Enhancement Yini Li Nantheera Anantrasirichai 44 0 0 14 Mar 2025
LapLoss: Laplacian Pyramid-based Multiscale loss for Image Translation Krish Didwania Ishaan Gakhar Prakhar Arya Sanskriti Labroo 47 0 0 07 Mar 2025
HipyrNet: Hypernet-Guided Feature Pyramid network for mixed-exposure correction Shaurya Singh Rathore Aravind Shenoy Krish Didwania Aditya Kasliwal Ujjwal Verma 32 1 0 10 Jan 2025
Zero-Shot Low Light Image Enhancement with Diffusion Prior Joshua Cho Sara Aghajanzadeh Zhen Zhu David A. Forsyth DiffM 82 0 0 18 Dec 2024
Leveraging Content and Context Cues for Low-Light Image Enhancement Igor Morawski Kai He Shusil Dangi Winston H. Hsu 72 0 0 10 Dec 2024
RCNet: Deep Recurrent Collaborative Network for Multi-View Low-Light Image Enhancement Hao Luo Baoliang Chen Lingyu Zhu Peilin Chen Shiqi Wang 3DV 41 0 0 06 Sep 2024
Unrolled Decomposed Unpaired Learning for Controllable Low-Light Video Enhancement Lingyu Zhu Wenhan Yang Baoliang Chen Hanwei Zhu Zhangkai Ni Qi Mao Shiqi Wang 33 0 0 22 Aug 2024
GLARE: Low Light Image Enhancement via Generative Latent Feature based Codebook Retrieval Han Zhou Wei Dong Xiaohong Liu Shuaicheng Liu Xiongkuo Min Guangtao Zhai Jun Chen 38 11 0 17 Jul 2024
Zero-Shot Video Restoration and Enhancement Using Pre-Trained Image Diffusion Model Cong Cao Huanjing Yue Xin Liu Jingyu Yang DiffM VGen 28 1 0 02 Jul 2024
Unsupervised Image Prior via Prompt Learning and CLIP Semantic Guidance for Low-Light Image Enhancement Igor Morawski Kai He Shusil Dangi Winston H. Hsu VLM 29 0 0 19 May 2024
Light-VQA+: A Video Quality Assessment Model for Exposure Correction with Vision-Language Guidance Xunchu Zhou Xiaohong Liu Yunlong Dong Tengchuan Kou Yixuan Gao Zicheng Zhang Chunyi Li Haoning Wu Guangtao Zhai 16 1 0 06 May 2024
Seeing Motion at Nighttime with an Event Camera Haoyue Liu Shihan Peng Lin Zhu Yi Chang Hanyu Zhou Luxin Yan 28 10 0 18 Apr 2024
Specularity Factorization for Low-Light Enhancement A. S. Baslamisli Noah Snavely. Intrinsic 19 0 0 02 Apr 2024
COMAE: COMprehensive Attribute Exploration for Zero-shot Hashing Yuqi Li Qingqing Long Yihang Zhou Yuchen Yan Xiao Luo Zeyu Dong Xuezhi Wang Zhen Meng Pengfei Wang VLM 25 3 0 26 Feb 2024
Seed Optimization with Frozen Generator for Superior Zero-shot Low-light Enhancement Yuxuan Gu Yi Jin Ben Wang Zhixiang Wei Xiaoxiao Ma Pengyang Ling Haoxuan Wang H. Chen Enhong Chen 15 0 0 15 Feb 2024
ClassLIE: Structure- and Illumination-Adaptive Classification for Low-Light Image Enhancement Zixiang Wei Yiting Wang Lichao Sun Athanasios V. Vasilakos Lin Wang 14 0 0 20 Dec 2023
ReCo-Diff: Explore Retinex-Based Condition Strategy in Diffusion Model for Low-Light Image Enhancement Yuhui Wu Guoqing Wang Zhiwen Wang Yang Yang Tianyu Li Malu Zhang Chongyi Li H. Shen DiffM 24 2 0 20 Dec 2023
Zero-Shot Enhancement of Low-Light Image Based on Retinex Decomposition Wenchao Li Bangshu Xiong Qiaofeng Ou Xiaoyun Long Jinhao Zhu Jiabao Chen Shuyuan Wen 15 1 0 06 Nov 2023
TPSeNCE: Towards Artifact-Free Realistic Rain Generation for Deraining and Object Detection in Rain Shen Zheng Chan Lu S. Narasimhan DiffM 6 1 0 01 Nov 2023
Self-Reference Deep Adaptive Curve Estimation for Low-Light Image Enhancement Jian Wen Chen-Mi Wu Tong Zhang Yixuan Yu P. Swierczynski 19 2 0 16 Aug 2023
NTIRE 2023 Quality Assessment of Video Enhancement Challenge Xiaohong Liu Xiongkuo Min Wei Sun Yulun Zhang K. Zhang ... Te Shi Azadeh Mansouri Hossein Motamednia Amirhossein Bakhtiari Ahmad Mahmoudi-Aznaveh 15 17 0 19 Jul 2023
Similarity Min-Max: Zero-Shot Day-Night Domain Adaptation Run Luo Wenjing Wang Wenhan Yang Jiaying Liu VLM 29 10 0 17 Jul 2023
LUT-GCE: Lookup Table Global Curve Estimation for Fast Low-light Image Enhancement Chang-Hao Wu Jiangxin Dong Jinhui Tang 3DV 29 0 0 12 Jun 2023
Unsupervised Low Light Image Enhancement Using SNR-Aware Swin Transformer Zhijian Luo Jiahui Tang Yueen Hou Zihan Huang Yanzeng Gao ViT 19 0 0 03 Jun 2023
Light-VQA: A Multi-Dimensional Quality Assessment Model for Low-Light Video Enhancement Yunlong Dong Xiaohong Liu Yixuan Gao Xunchu Zhou Tao Tan Guangtao Zhai 22 9 0 16 May 2023
Bio-Inspired Simple Neural Network for Low-Light Image Restoration: A Minimalist Approach Junjie Ye Jilin Zhao 19 0 0 03 May 2023
Learning Semantic-Aware Knowledge Guidance for Low-Light Image Enhancement Yuhui Wu Chen Pan Guoqing Wang Yang Yang Jiwei Wei Chongyi Li Hengtao Shen 25 43 0 14 Apr 2023
Denoising Diffusion Post-Processing for Low-Light Image Enhancement Savvas Panagiotou Anna Sergeevna Bosman DiffM 8 7 0 16 Mar 2023
LVRNet: Lightweight Image Restoration for Aerial Images under Low Visibility Esha Pahwa Achleshwar Luthra Pratik Narang 8 3 0 13 Jan 2023
Low-Light Image and Video Enhancement: A Comprehensive Survey and Beyond Shen Zheng Yi Ma Jinqian Pan Chang-Tien Lu Gaurav Gupta 19 12 0 21 Dec 2022
Mixture Domain Adaptation to Improve Semantic Segmentation in Real-World Surveillance Sébastien Piérard A. Cioppa Anaïs Halin Renaud Vandeghen Maxime Zanella Benoît Macq Saïd Mahmoudi Marc Van Droogenbroeck 11 5 0 18 Nov 2022
PSENet: Progressive Self-Enhancement Network for Unsupervised Extreme-Light Image Enhancement Hue Nguyen Diep Tran Khoi Duc Minh Nguyen Rang Nguyen 26 13 0 03 Oct 2022
GDIP: Gated Differentiable Image Processing for Object-Detection in Adverse Conditions Sanket Kalwar Dhruv V. Patel Aakash Aanegola Krishna Reddy Konda Sourav Garg K. M. Krishna 24 14 0 29 Sep 2022
Low-Light Video Enhancement with Synthetic Event Guidance Lin Liu Junfeng An Jianzhuang Liu Shanxin Yuan Xiangyu Chen Wen-gang Zhou Houqiang Li Yanfeng Wang Qi Tian 3DV 25 18 0 23 Aug 2022
PointNorm: Dual Normalization is All You Need for Point Cloud Analysis Shen Zheng Jinqian Pan Chang-Tien Lu Gaurav Gupta 3DPC 12 5 0 13 Jul 2022
Priors in Deep Image Restoration and Enhancement: A Survey Yunfan Lu Yi-Tun Lin Hao Wu Yuan Luo Xueye Zheng Hui Xiong Lin Wang 19 2 0 04 Jun 2022
SAPNet: Segmentation-Aware Progressive Network for Perceptual Contrastive Deraining Shen Zheng Chan Lu Yuxiong Wu Gaurav Gupta 21 27 0 17 Nov 2021
Learning to See in the Dark Cheng Chen Qifeng Chen Jia Xu V. Koltun 168 1,035 0 04 May 2018
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 948 20,214 0 17 Apr 2017
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 203 19,191 0 21 Nov 2016