Learning with Nested Scene Modeling and Cooperative Architecture Search for Low-Light Vision

9 December 2021

Papers citing "Learning with Nested Scene Modeling and Cooperative Architecture Search for Low-Light Vision"

26 / 26 papers shown

Title
A review of advancements in low-light image enhancement using deep learning Fangxue Liu Lei Fan 45 0 0 09 May 2025
Towards Realistic Low-Light Image Enhancement via ISP Driven Data Modeling Zhihua Wang Yu Long Qinghua Lin Kai Zhang Yuyao Zhang Yuming Fang Li Liu Xiaochun Cao 46 0 0 16 Apr 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 40 0 0 27 Feb 2025
Task-driven Image Fusion with Learnable Fusion Loss Haowen Bai Jiangshe Zhang Zixiang Zhao Yichen Wu Lilun Deng Yukun Cui Tao Feng Shuang Xu 83 0 0 04 Dec 2024
Little Strokes Fell Great Oaks: Boosting the Hierarchical Features for Multi-exposure Image Fusion Pan Mu Zhiying Du Jinyuan Liu Cong Bai 24 5 0 09 Apr 2024
DI-Retinex: Digital-Imaging Retinex Theory for Low-Light Image Enhancement Shangquan Sun Wenqi Ren Jingyang Peng Fenglong Song Xiaochun Cao 40 5 0 04 Apr 2024
ClassLIE: Structure- and Illumination-Adaptive Classification for Low-Light Image Enhancement Zixiang Wei Yiting Wang Lichao Sun Athanasios V. Vasilakos Lin Wang 36 0 0 20 Dec 2023
ITRE: Low-light Image Enhancement Based on Illumination Transmission Ratio Estimation Yu Wang Yihong Wang Tong Liu Xiubao Sui Qian Chen 14 4 0 08 Oct 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 29 10 0 07 Sep 2023
Empowering Low-Light Image Enhancer through Customized Learnable Priors Naishan Zheng Man Zhou Yanmeng Dong Xiangyu Rui Jie Huang Chongyi Li Fengmei Zhao 33 28 0 05 Sep 2023
Holistic Dynamic Frequency Transformer for Image Fusion and Exposure Correction Xiaoke Shang Gehui Li Zhiying Jiang Shaomin Zhang Nai Ding Jinyuan Liu 18 17 0 03 Sep 2023
Fearless Luminance Adaptation: A Macro-Micro-Hierarchical Transformer for Exposure Correction Gehui Li Jinyuan Liu Long Ma Zhiying Jiang Xin-Yue Fan Risheng Liu 20 6 0 02 Sep 2023
Diff-Retinex: Rethinking Low-light Image Enhancement with A Generative Diffusion Model Xunpeng Yi Han Xu H. M. Zhang Linfeng Tang Jiayi Ma DiffM 16 94 0 25 Aug 2023
PAIF: Perception-Aware Infrared-Visible Image Fusion for Attack-Tolerant Semantic Segmentation Zhu Liu Jinyuan Liu Ben-xi Zhang Long Ma Xin-Yue Fan Risheng Liu AAML 44 39 0 08 Aug 2023
Bilevel Generative Learning for Low-Light Vision Yingchi Liu Zhu Liu Long Ma Jinyuan Liu Xin-Yue Fan Zhongxuan Luo Risheng Liu VLM 32 1 0 07 Aug 2023
Multi-interactive Feature Learning and a Full-time Multi-modality Benchmark for Image Fusion and Segmentation Jinyuan Liu Zhu Liu Guanyao Wu Long Ma Risheng Liu Wei Zhong Zhongxuan Luo Xin-Yue Fan 23 117 0 04 Aug 2023
Learning with Constraint Learning: New Perspective, Solution Strategy and Various Applications Risheng Liu Jiaxin Gao Xuan Liu Xin-Yue Fan 37 9 0 28 Jul 2023
Embracing Compact and Robust Architectures for Multi-Exposure Image Fusion Zhu Liu Jinyuan Liu Guanyao Wu Xin-Yue Fan Risheng Liu 13 10 0 20 May 2023
An Interactively Reinforced Paradigm for Joint Infrared-Visible Image Fusion and Saliency Object Detection Di Wang Jinyuan Liu Risheng Liu Xin-Yue Fan 19 96 0 17 May 2023
CoCoNet: Coupled Contrastive Learning Network with Multi-level Feature Ensemble for Multi-modality Image Fusion Jinyuan Liu Runji Lin Guanyao Wu Risheng Liu Zhongxuan Luo Xin-Yue Fan 38 106 0 20 Nov 2022
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
ReconfigISP: Reconfigurable Camera Image Processing Pipeline K. Yu Zexian Li Yue Peng Chen Change Loy Jinwei Gu 47 29 0 10 Sep 2021
DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation Xinyi Wu Zhenyao Wu Haojie Guo L. Ju Song Wang 101 143 0 22 Apr 2021
Optimization-Inspired Learning with Architecture Augmentations and Control Mechanisms for Low-Level Vision Risheng Liu Zhu Liu Pan Mu Xin-Yue Fan Zhongxuan Luo 15 5 0 10 Dec 2020
Recurrent Exposure Generation for Low-Light Face Detection Jinxiu Liang Jingwen Wang Yuhui Quan Tianyi Chen Jiaying Liu Haibin Ling Yong-mei Xu CVBM 40 66 0 21 Jul 2020
Learning to See in the Dark Cheng Chen Qifeng Chen Jia Xu V. Koltun 187 1,165 0 04 May 2018