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
Robust Human Detection under Visual Degradation via Thermal and mmWave Radar Fusion Kaiwen Cai Qiyue Xia Peize Li John A. Stankovic Chris Xiaoxuan Lu 10 2 0 07 Jul 2023
LUT-GCE: Lookup Table Global Curve Estimation for Fast Low-light Image Enhancement Chang-Hao Wu Jiangxin Dong Jinhui Tang 3DV 41 0 0 12 Jun 2023
Bilevel Fast Scene Adaptation for Low-Light Image Enhancement Long Ma Dian Jin Nan An Jinyuan Liu Xin-Yue Fan Risheng Liu 33 48 0 02 Jun 2023
Low-Light Image Enhancement with Wavelet-based Diffusion Models Hailin Jiang Ao Luo Songchen Han Haoqiang Fan Shuaicheng Liu DiffM 25 131 0 01 Jun 2023
Restoring Images Captured in Arbitrary Hybrid Adverse Weather Conditions in One Go Yecong Wan Mingzhen Shao Yuanshuo Cheng YueQin Liu Zhipeng Bao 26 5 0 17 May 2023
Instance Segmentation in the Dark Linwei Chen Ying Fu Kaixuan Wei Dezhi Zheng Felix Heide ISeg 59 47 0 27 Apr 2023
Informative Data Selection with Uncertainty for Multi-modal Object Detection Xuzhi Zhang Zhiwei Li Zhenhong Zou Xinchen Gao Yijin Xiong Dafeng Jin Jun Li Huaping Liu 32 5 0 23 Apr 2023
Enhancing object detection robustness: A synthetic and natural perturbation approach N. Premakumara B. Jalaeian N. Suri H. Samani 26 3 0 20 Apr 2023
Human Pose Estimation in Extremely Low-Light Conditions Sohyun Lee Jaesung Rim Boseung Jeong Geon-Yeong Kim Byungju Woo Haechan Lee Sung-Jin Cho Suha Kwak VLM 46 22 0 27 Mar 2023
Blind Multimodal Quality Assessment of Low-light Images Miaohui Wang Zhuowei Xu Mai Xu Weisi Lin 41 2 0 18 Mar 2023
Spectrum-inspired Low-light Image Translation for Saliency Detection Kitty Varghese Sudarshan Rajagopalan Mohit Lamba Kaushik Mitra 21 0 0 17 Mar 2023
Retinexformer: One-stage Retinex-based Transformer for Low-light Image Enhancement Yuanhao Cai Hao Bian Jing Lin Haoqian Wang Radu Timofte Yulun Zhang ViT 67 202 0 12 Mar 2023
DarkVision: A Benchmark for Low-light Image/Video Perception Bo Zhang Yuchen Guo Runzhao Yang Zhihong Zhang Jiayi Xie J. Suo Qionghai Dai 18 7 0 16 Jan 2023
Practical Exposure Correction: Great Truths Are Always Simple Long Ma Tianjiao Ma Xinwei Xue Xin-Yue Fan Zhongxuan Luo Risheng Liu 8 15 0 29 Dec 2022
Low-Light Image and Video Enhancement: A Comprehensive Survey and Beyond Shen Zheng Yi Ma Jinqian Pan Chang-Tien Lu Gaurav Gupta 31 21 0 21 Dec 2022
Leveraging Multi-stream Information Fusion for Trajectory Prediction in Low-illumination Scenarios: A Multi-channel Graph Convolutional Approach HaiLong Gong Zirui Li Chao Lu Guodong Du Jianwei Gong 33 0 0 18 Nov 2022
PeSOTIF: a Challenging Visual Dataset for Perception SOTIF Problems in Long-tail Traffic Scenarios Liangzu Peng Jun Li Wenbo Shao Hong Wang 34 9 0 07 Nov 2022
Self-Aligned Concave Curve: Illumination Enhancement for Unsupervised Adaptation Wenjing Wang Zheng Xu Haofeng Huang Jiaying Liu 32 17 0 07 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 52 36 0 29 Sep 2022
Robust Scene Inference under Noise-Blur Dual Corruptions Bhavya Goyal Jean-François Lalonde Yin Li Mohit Gupta NoLa 23 1 0 24 Jul 2022
KinD-LCE Curve Estimation And Retinex Fusion On Low-Light Image Xiaochun Lei Weiliang Mai Junlin Xie Chang Lu Zetao Jiang Zhaoting Gong Ziqi Shan Linjun Lu 3DV 16 2 0 19 Jul 2022
Enhancement by Your Aesthetic: An Intelligible Unsupervised Personalized Enhancer for Low-Light Images Naishan Zheng Jie Huang Qiulin Zhu Man Zhou Fengmei Zhao Zhengjun Zha DiffM 31 12 0 15 Jul 2022
Cycle-Interactive Generative Adversarial Network for Robust Unsupervised Low-Light Enhancement Zhangkai Ni Wenhan Yang Hanli Wang Shiqi Wang Lin Ma Sam Kwong GAN 19 20 0 03 Jul 2022
You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure Correction Ziteng Cui Kunchang Li Lin Gu Sheng Su Peng Gao Zhengkai Jiang Yu Qiao Tatsuya Harada ViT 79 129 0 30 May 2022
GenISP: Neural ISP for Low-Light Machine Cognition Igor Morawski Yu-An Chen Yu-sheng Lin Shusil Dangi Kai He Winston H. Hsu VLM 11 22 0 07 May 2022
Multitask AET with Orthogonal Tangent Regularity for Dark Object Detection Ziteng Cui Guo-Jun Qi Lin Gu Shaodi You Zenghui Zhang Tatsuya Harada ViT 24 94 0 06 May 2022
Exposure Correction Model to Enhance Image Quality Fevziye Irem Eyiokur Dogucan Yaman H. K. Ekenel Alexander Waibel 27 12 0 22 Apr 2022
Few-Shot Object Detection in Unseen Domains Karim Guirguis George Eskandar Matthias Kayser Bin Yang Jürgen Beyerer 34 1 0 11 Apr 2022
Lightweight HDR Camera ISP for Robust Perception in Dynamic Illumination Conditions via Fourier Adversarial Networks P. Shyam S. S. Sengar Kuk-Jin Yoon Kyung-soo Kim 27 9 0 04 Apr 2022
Vision Transformer with Convolutions Architecture Search Haichao Zhang K. Hao Witold Pedrycz Lei Gao Xue-song Tang Bing Wei ViT 22 6 0 20 Mar 2022
What's in the Black Box? The False Negative Mechanisms Inside Object Detectors Dimity Miller Peyman Moghadam Mark Cox Matt Wildie Raja Jurdak 31 17 0 15 Mar 2022
Going Deeper into Recognizing Actions in Dark Environments: A Comprehensive Benchmark Study Yuecong Xu Jianfei Yang Haozhi Cao Jianxiong Yin Zhenghua Chen Xiaoli Li Zhengguo Li Qiaoqiao Xu 40 2 0 19 Feb 2022
Enhancing Low-Light Images in Real World via Cross-Image Disentanglement Lanqing Guo Renjie Wan Wenhan Yang Alex C. Kot B. Wen 36 6 0 10 Jan 2022
Image-Adaptive YOLO for Object Detection in Adverse Weather Conditions Wenyu Liu Gaofeng Ren Runsheng Yu Shi Guo Jianke Zhu Lei Zhang 21 347 0 15 Dec 2021
Learning Deep Context-Sensitive Decomposition for Low-Light Image Enhancement Long Ma Risheng Liu Jiaao Zhang Xin-Yue Fan Zhongxuan Luo 52 90 0 09 Dec 2021
Unsupervised Low-Light Image Enhancement via Histogram Equalization Prior Feng Zhang Yuanjie Shao Yi-xuan Sun Kai Zhu Changxin Gao Nong Sang 8 35 0 03 Dec 2021
NOD: Taking a Closer Look at Detection under Extreme Low-Light Conditions with Night Object Detection Dataset Igor Morawski Yu-An Chen Yu-sheng Lin Winston H. Hsu 31 20 0 20 Oct 2021
Enhance Images as You Like with Unpaired Learning Xiaopeng Sun Muxingzi Li Tianyu He Lubin Fan GAN 42 9 0 04 Oct 2021
Computational Imaging and Artificial Intelligence: The Next Revolution of Mobile Vision J. Suo Weihang Zhang Jin Gong Xin Yuan D. Brady Qionghai Dai 43 23 0 18 Sep 2021
Zero-Shot Day-Night Domain Adaptation with a Physics Prior A. Lengyel Sourav Garg Michael Milford J. C. V. Gemert 39 57 0 11 Aug 2021
Exploring Low-light Object Detection Techniques Winston Chen Tejashwani Shah ObjD 17 25 0 30 Jul 2021
Debiased Subjective Assessment of Real-World Image Enhancement Peibei Cao Zhangyang Wang Kede Ma 24 10 0 18 Jun 2021
Fast improvement of TEM image with low-dose electrons by deep learning H. Katsuno Yukiyo Kimura T. Yamazaki Ichigaku Takigawa MedIm 15 6 0 03 Jun 2021
Frequency Domain Loss Function for Deep Exposure Correction of Dark Images Ojasvi Yadav Koustav Ghosal Sebastian Lutz A. Smolic 36 7 0 22 Apr 2021
Low-Light Image and Video Enhancement Using Deep Learning: A Survey Chongyi Li Chunle Guo Linghao Han Jun Jiang Mingg-Ming Cheng Liang Feng Chen Change Loy 44 358 0 21 Apr 2021
HLA-Face: Joint High-Low Adaptation for Low Light Face Detection Wenjing Wang Wenhan Yang Jiaying Liu CVBM VLM 19 66 0 05 Apr 2021
Degrade is Upgrade: Learning Degradation for Low-light Image Enhancement Kui Jiang Zhongyuan Wang Zheng Wang Chen Chen Peng Yi Yansheng Qiu Chia-Wen Lin 11 48 0 19 Mar 2021
Removing Class Imbalance using Polarity-GAN: An Uncertainty Sampling Approach K. Deepshikha Anugunj Naman GAN 15 11 0 09 Dec 2020
Retaining Image Feature Matching Performance Under Low Light Conditions P. Shyam Antyanta Bangunharcana Kyung-soo Kim 17 5 0 02 Sep 2020
Domain2Vec: Domain Embedding for Unsupervised Domain Adaptation Xingchao Peng Yichen Li Kate Saenko 8 32 0 17 Jul 2020