Getting to Know Low-light Images with The Exclusively Dark Dataset

29 May 2018

Papers citing "Getting to Know Low-light Images with The Exclusively Dark Dataset"

50 / 113 papers shown

Title
UnfoldIR: Rethinking Deep Unfolding Network in Illumination Degradation Image Restoration Chunming He Rihan Zhang Fengyang Xiao Chengyu Fang Longxiang Tang Y. Zhang Sina Farsiu 21 0 0 10 May 2025
A review of advancements in low-light image enhancement using deep learning Fangxue Liu Lei Fan 37 0 0 09 May 2025
A Preliminary Study for GPT-4o on Image Restoration Hao-Liang Yang Y. Yang Ruikun Zhang Liyuan Pan 23 0 0 08 May 2025
Structure-guided Diffusion Transformer for Low-Light Image Enhancement Xiangchen Yin Zhenda Yu Longtao Jiang Xin Gao Xiao Sun Zhi Liu Xun Yang DiffM 47 0 0 21 Apr 2025
Towards Realistic Low-Light Image Enhancement via ISP Driven Data Modeling Zhihua Wang Yu Long Qinghua Lin Kai Zhang Y. Zhang Yuming Fang Li Liu Xiaochun Cao 35 0 0 16 Apr 2025
Devil is in the Uniformity: Exploring Diverse Learners within Transformer for Image Restoration Shihao Zhou Dayu Li Jinshan Pan Juncheng Zhou Jinglei Shi Jufeng Yang 51 0 0 26 Mar 2025
LENVIZ: A High-Resolution Low-Exposure Night Vision Benchmark Dataset Manjushree B. Aithal Rosaura G. VidalMata Manikandtan Kartha Gong Chen Eashan Adhikarla L. N. Kirsten Zhicheng Fu Nikhil Ambha Madhusudhana Joe Nasti 57 0 0 25 Mar 2025
Illuminating Darkness: Enhancing Real-world Low-light Scenes with Smartphone Images S. Sharif Abdur Rehman Zain Ul Abidin R. A. Naqvi Fayaz Ali Dharejo Radu Timofte 54 2 0 10 Mar 2025
DarkDeblur: Learning single-shot image deblurring in low-light condition S. Sharif R. A. Naqvi Farman Alic Mithun Biswas VLM 75 18 0 04 Mar 2025
Striving for Faster and Better: A One-Layer Architecture with Auto Re-parameterization for Low-Light Image Enhancement Nan An Long Ma Guangchao Han Xin-Yue Fan Risheng Liu 38 0 0 27 Feb 2025
ERUP-YOLO: Enhancing Object Detection Robustness for Adverse Weather Condition by Unified Image-Adaptive Processing Yuka Ogino Yuho Shoji Takahiro Toizumi Atsushi Ito 37 1 0 31 Dec 2024
Leveraging Content and Context Cues for Low-Light Image Enhancement Igor Morawski Kai He Shusil Dangi Winston H. Hsu 86 0 0 10 Dec 2024
MambaNUT: Nighttime UAV Tracking via Mamba-based Adaptive Curriculum Learning You Wu Xiangyang Yang Xucheng Wang Hengzhou Ye Dan Zeng Shuiwang Li Mamba 96 0 0 01 Dec 2024
WARLearn: Weather-Adaptive Representation Learning Shubham Agarwal Raz Birman Ofer Hadar 79 0 0 21 Nov 2024
You Only Look Around: Learning Illumination Invariant Feature for Low-light Object Detection Mingbo Hong Shen Cheng Haibin Huang Haoqiang Fan Shuaicheng Liu ObjD 21 1 0 24 Oct 2024
Time-Resolved MNIST Dataset for Single-Photon Recognition Aleksi Suonsivu Lauri Salmela Edoardo Peretti Leevi Uosukainen Radu Ciprian Bilcu Giacomo Boracchi 18 0 0 22 Oct 2024
LoLI-Street: Benchmarking Low-Light Image Enhancement and Beyond Md Tanvir Islam Inzamamul Alam Simon Woo Saeed Anwar IK Hyun Lee Khan Muhammad ViT 35 1 0 13 Oct 2024
LIME-Eval: Rethinking Low-light Image Enhancement Evaluation via Object Detection Mingjia Li Hao Zhao Xiaojie Guo ObjD 25 2 0 11 Oct 2024
Low-Light Enhancement Effect on Classification and Detection: An Empirical Study Xu Wu Zhihui Lai Zhou Jie Can Gao Xianxu Hou Ya-Nan Zhang Linlin Shen 11 0 0 22 Sep 2024
Unsupervised Variational Translator for Bridging Image Restoration and High-Level Vision Tasks Jiawei Wu Zhi Jin 21 0 0 15 Aug 2024
Latent Disentanglement for Low Light Image Enhancement Zhihao Zheng Mooi Choo Choo Chuah 29 0 0 12 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 55 11 0 17 Jul 2024
LightenDiffusion: Unsupervised Low-Light Image Enhancement with Latent-Retinex Diffusion Models Hai Jiang Ao Luo Xiaohong Liu Songchen Han Shuaicheng Liu DiffM 33 25 0 12 Jul 2024
Enhanced Model Robustness to Input Corruptions by Per-corruption Adaptation of Normalization Statistics Elena Camuffo Umberto Michieli Simone Milani J. Moon Mete Ozay 36 1 0 08 Jul 2024
SCSA: Exploring the Synergistic Effects Between Spatial and Channel Attention Yunzhong Si Huiying Xu Xinzhong Zhu Wenhao Zhang Yao Dong Yuxing Chen Hongbo Li 35 16 0 06 Jul 2024
SDNIA-YOLO: A Robust Object Detection Model for Extreme Weather Conditions Yuexiong Ding Xiaowei Luo 27 1 0 18 Jun 2024
Diffusion Models in Low-Level Vision: A Survey Chunming He Yuqi Shen Chengyu Fang Fengyang Xiao Longxiang Tang Yulun Zhang W. Zuo Zhenhua Guo Xiu Li VLM DiffM MedIm 61 25 0 17 Jun 2024
MambaLLIE: Implicit Retinex-Aware Low Light Enhancement with Global-then-Local State Space Jiangwei Weng Zhiqiang Yan Ying Tai J. Qian Jian Yang Jun Li Mamba 22 9 0 25 May 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 37 2 0 19 May 2024
CodeEnhance: A Codebook-Driven Approach for Low-Light Image Enhancement Xu Wu Xianxu Hou Zhihui Lai Jie Zhou Ya-Nan Zhang Witold Pedrycz Linlin Shen 35 2 0 08 Apr 2024
Specularity Factorization for Low-Light Enhancement A. S. Baslamisli Noah Snavely. Intrinsic 34 3 0 02 Apr 2024
Boosting Visual Recognition in Real-world Degradations via Unsupervised Feature Enhancement Module with Deep Channel Prior Zhanwen Liu Yuhang Li Yang Wang Bolin Gao Yisheng An Xiangmo Zhao 24 4 0 02 Apr 2024
Bounding Box Stability against Feature Dropout Reflects Detector Generalization across Environments Yang Yang Wenhai Wang Zhe Chen Jifeng Dai Liang Zheng 33 2 0 20 Mar 2024
CPA-Enhancer: Chain-of-Thought Prompted Adaptive Enhancer for Object Detection under Unknown Degradations Yuwei Zhang Yan Wu Yanming Liu Xinyue Peng 41 5 0 17 Mar 2024
Boosting Object Detection with Zero-Shot Day-Night Domain Adaptation Zhipeng Du Miaojing Shi Jiankang Deng ObjD 18 4 0 02 Dec 2023
Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model Chunming He Chengyu Fang Yulun Zhang Chenyu You Kai Li Longxiang Tang Fengyang Xiao Xiu Li Z. Guo 31 24 0 20 Nov 2023
Learning Scene Context Without Images Amirreza Rouhi David Han VLM 12 0 0 18 Nov 2023
Low-light Pedestrian Detection in Visible and Infrared Image Feeds: Issues and Challenges H. Vachhani Thangarajah Akilan Yash Devmurari Nisharaff Shaik Dhruv Patel 12 1 0 14 Nov 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 25 4 0 06 Nov 2023
Sparse-DySta: Sparsity-Aware Dynamic and Static Scheduling for Sparse Multi-DNN Workloads Hongxiang Fan Stylianos I. Venieris Alexandros Kouris Nicholas D. Lane 8 7 0 17 Oct 2023
Advanced Efficient Strategy for Detection of Dark Objects Based on Spiking Network with Multi-Box Detection Muna. H. Ali Baoqun Yin Hazrat Bilal Aakash Kumar Ali Muhammad Shaikh Avinash Rohra ObjD 18 47 0 10 Oct 2023
Joint Correcting and Refinement for Balanced Low-Light Image Enhancement Xiaotian Zhou Hong Shi Yahong Han 16 4 0 28 Sep 2023
DCPT: Darkness Clue-Prompted Tracking in Nighttime UAVs Jiawen Zhu Huayi Tang Zhi-Qi Cheng Ju He Bin Luo Shihao Qiu Shengming Li Huchuan Lu 16 11 0 19 Sep 2023
Double Domain Guided Real-Time Low-Light Image Enhancement for Ultra-High-Definition Transportation Surveillance Jingxiang Qu R. W. Liu Yuan Gao Yu Guo Fenghua Zhu Fei-Yue Wang 30 18 0 15 Sep 2023
DEFormer: DCT-driven Enhancement Transformer for Low-light Image and Dark Vision Xiangchen Yin Zhenda Yu Xin Gao Ran Ju ViT 16 1 0 13 Sep 2023
Trash to Treasure: Low-Light Object Detection via Decomposition-and-Aggregation Xiaohan Cui Long Ma Tengyu Ma Jinyuan Liu Xin-Yue Fan Risheng Liu ViT 19 10 0 07 Sep 2023
CDAN: Convolutional Dense Attention-guided Network for Low-light Image Enhancement Hossein Shakibania Sina Raoufi H. Khotanlou 27 6 0 24 Aug 2023
FeatEnHancer: Enhancing Hierarchical Features for Object Detection and Beyond Under Low-Light Vision K. Hashmi Goutham Kallempudi D. Stricker Muhammad Zeshan Afzal 25 17 0 07 Aug 2023
PE-YOLO: Pyramid Enhancement Network for Dark Object Detection Xi Yin Zhen Yu Zetao Fei Wen Lv Xinchen Gao ObjD 14 34 0 20 Jul 2023
Division Gets Better: Learning Brightness-Aware and Detail-Sensitive Representations for Low-Light Image Enhancement Huake Wang Xiaoyang Yan Xingsong Hou Junhui Li Yujie Dun Kaibing Zhang 25 8 0 18 Jul 2023