Iterative Prompt Learning for Unsupervised Backlit Image Enhancement

30 March 2023

Papers citing "Iterative Prompt Learning for Unsupervised Backlit Image Enhancement"

50 / 63 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 16 0 0 10 May 2025
A Picture is Worth a Thousand Prompts? Efficacy of Iterative Human-Driven Prompt Refinement in Image Regeneration Tasks Khoi Trinh S. Seidenberger Raveen Wijewickrama Murtuza Jadliwala Anindya Maiti 41 0 0 29 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
VL-UR: Vision-Language-guided Universal Restoration of Images Degraded by Adverse Weather Conditions Ziyan Liu Y. Lu Huashan Yu Dong Yang VLM 31 0 0 11 Apr 2025
Lumina-OmniLV: A Unified Multimodal Framework for General Low-Level Vision Yuandong Pu Le Zhuo Kaiwen Zhu Liangbin Xie Wenlong Zhang Xiangyu Chen Peng Gao Yu Qiao Chao Dong Yihao Liu MLLM 55 1 0 07 Apr 2025
DA2Diff: Exploring Degradation-aware Adaptive Diffusion Priors for All-in-One Weather Restoration Jiamei Xiong Xuefeng Yan Yongzhen Wang Wei Zhao Xiao-Ping Zhang Mingqiang Wei DiffM 29 0 0 07 Apr 2025
Prompt to Restore, Restore to Prompt: Cyclic Prompting for Universal Adverse Weather Removal Rongxin Liao Feng-Qiang Li Yanyan Wei Zenglin Shi Le Zhang H. Bai M. Wang 46 0 0 12 Mar 2025
Language-Guided Visual Perception Disentanglement for Image Quality Assessment and Conditional Image Generation Zhichao Yang Leida Li Pengfei Chen Jinjian Wu Giuseppe Valenzise 56 0 0 04 Mar 2025
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Junyu Xia Jiesong Bai Yihang Dong ViT 70 0 0 21 Jan 2025
Continual Test-Time Adaptation for Single Image Defocus Deblurring via Causal Siamese Networks Shuang Cui Yi Li Jiangmeng Li Xiongxin Tang Bing-Huang Su Fanjiang Xu Hui Xiong 51 0 0 15 Jan 2025
Zero-Shot Low Light Image Enhancement with Diffusion Prior Joshua Cho Sara Aghajanzadeh Zhen Zhu David A. Forsyth DiffM 91 0 0 18 Dec 2024
GPTDrawer: Enhancing Visual Synthesis through ChatGPT Kun Li Xinwei Chen Tianyou Song Hansong Zhang Wenzhe Zhang Qing Shan 67 6 0 11 Dec 2024
Leveraging Content and Context Cues for Low-Light Image Enhancement Igor Morawski Kai He Shusil Dangi Winston H. Hsu 81 0 0 10 Dec 2024
Learning Adaptive Lighting via Channel-Aware Guidance Qirui Yang Peng-Tao Jiang H. Zhang Jinwei Chen Bo Li Huanjing Yue Jingyu Yang 71 0 0 02 Dec 2024
All-in-one Weather-degraded Image Restoration via Adaptive Degradation-aware Self-prompting Model Yuanbo Wen Tao Gao Ziqi Li Jing Zhang Kaihao Zhang Ting Chen VLM DiffM 19 0 0 12 Nov 2024
Text-DiFuse: An Interactive Multi-Modal Image Fusion Framework based on Text-modulated Diffusion Model Hao Zhang Lei Cao Jiayi Ma DiffM 23 4 0 31 Oct 2024
LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration Yuang Ai Huaibo Huang Ran He 25 1 0 20 Oct 2024
ForgeryGPT: Multimodal Large Language Model For Explainable Image Forgery Detection and Localization Jiawei Li Fanrui Zhang Jiaying Zhu Esther Sun Qiang Zhang Zheng-jun Zha MLLM 35 7 0 14 Oct 2024
Exploring Prompt Engineering: A Systematic Review with SWOT Analysis Aditi Singh Abul Ehtesham Gaurav Kumar Gupta Nikhil Kumar Chatta Saket Kumar T. T. Khoei 28 1 0 09 Oct 2024
Unsupervised Low-light Image Enhancement with Lookup Tables and Diffusion Priors Yunlong Lin Zhenqi Fu Kairun Wen Tian-Chun Ye Sixiang Chen Ge Meng Yingying Wang Yue Huang Xiaotong Tu Xinghao Ding DiffM 14 4 0 27 Sep 2024
DAP-LED: Learning Degradation-Aware Priors with CLIP for Joint Low-light Enhancement and Deblurring Ling Wang Chen Wu Lin Wang 27 0 0 20 Sep 2024
Infrared and Visible Image Fusion with Hierarchical Human Perception Guang Yang Jie Li Xin Liu Zhusi Zhong Xinbo Gao 31 0 0 14 Sep 2024
Optimizing 4D Lookup Table for Low-light Video Enhancement via Wavelet Priori Jinhong He Minglong Xue Wenhai Wang Mingliang Zhou 22 0 0 13 Sep 2024
KAN See In the Dark Aoxiang Ning Minglong Xue Jinhong He Chengyun Song 31 2 0 05 Sep 2024
Towards Real-World Adverse Weather Image Restoration: Enhancing Clearness and Semantics with Vision-Language Models Jiaqi Xu Mengyang Wu Xiaowei Hu Chi-Wing Fu Qi Dou Pheng-Ann Heng 18 0 0 03 Sep 2024
Semantics-Oriented Multitask Learning for DeepFake Detection: A Joint Embedding Approach Mian Zou Baosheng Yu Yibing Zhan Siwei Lyu Kede Ma CVBM 27 2 0 29 Aug 2024
Perceive-IR: Learning to Perceive Degradation Better for All-in-One Image Restoration Xu Zhang Jiaqi Ma Guoli Wang Q. Zhang Huan Zhang Lefei Zhang VLM 82 5 0 28 Aug 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 43 0 0 22 Aug 2024
AGLLDiff: Guiding Diffusion Models Towards Unsupervised Training-free Real-world Low-light Image Enhancement Yunlong Lin Tian-Chun Ye Sixiang Chen Zhenqi Fu Yingying Wang Wenhao Chai Zhaohu Xing Lei Zhu Xinghao Ding DiffM 28 4 0 20 Jul 2024
HazeCLIP: Towards Language Guided Real-World Image Dehazing Ruiyi Wang Wenhao Li Xiaohong Liu Chunyi Li Zicheng Zhang Xiongkuo Min Guangtao Zhai CLIP VLM 47 4 0 18 Jul 2024
Unified-EGformer: Exposure Guided Lightweight Transformer for Mixed-Exposure Image Enhancement Eashan Adhikarla Kai Zhang Rosaura G. VidalMata Manjushree B. Aithal Nikhil Ambha Madhusudhana John Nicholson Lichao Sun Brian D. Davison 30 1 0 18 Jul 2024
UCIP: A Universal Framework for Compressed Image Super-Resolution using Dynamic Prompt Xin Li Bingchen Li Yeying Jin Cuiling Lan Hanxin Zhu Yulin Ren Zhibo Chen 31 1 0 18 Jul 2024
Progressive Pretext Task Learning for Human Trajectory Prediction Xiaotong Lin Tianming Liang Jian-Huang Lai Jian-Fang Hu 18 7 0 16 Jul 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 56 25 0 17 Jun 2024
Underwater Image Enhancement by Diffusion Model with Customized CLIP-Classifier Shuaixin Liu Kunqian Li Yilin Ding Qi Qi 17 0 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 0 0 19 May 2024
Retinexmamba: Retinex-based Mamba for Low-light Image Enhancement Jiesong Bai Yuhao Yin Qiyuan He Yuanxian Li Xiaofeng Zhang Mamba 25 26 0 06 May 2024
Referring Flexible Image Restoration Runwei Guan Rongsheng Hu Zhuhao Zhou Tianlang Xue Ka Lok Man Jeremy S. Smith Eng Gee Lim Weiping Ding Yutao Yue 24 0 0 16 Apr 2024
Light the Night: A Multi-Condition Diffusion Framework for Unpaired Low-Light Enhancement in Autonomous Driving Jinlong Li Baolu Li Zhengzhong Tu Xinyu Liu Qing-Wu Guo Felix Juefei Xu Runsheng Xu Hongkai Yu DiffM 37 2 0 07 Apr 2024
PIE: Physics-inspired Low-light Enhancement Dong Liang Zhengyan Xu Ling Li Mingqiang Wei Songcan Chen SSL 31 4 0 06 Apr 2024
Specularity Factorization for Low-Light Enhancement A. S. Baslamisli Noah Snavely. Intrinsic 31 3 0 02 Apr 2024
RAVE: Residual Vector Embedding for CLIP-Guided Backlit Image Enhancement T. Gaintseva Martin Benning Gregory Slabaugh 22 2 0 02 Apr 2024
Zero-Reference Low-Light Enhancement via Physical Quadruple Priors Wenjing Wang Huan Yang Jianlong Fu Jiaying Liu DiffM 21 20 0 19 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
Selective Hourglass Mapping for Universal Image Restoration Based on Diffusion Model Dian Zheng Xiao-Ming Wu Shuzhou Yang Jian Zhang Jianfang Hu Wei-Shi Zheng DiffM 26 27 0 17 Mar 2024
A Comprehensive Study of Multimodal Large Language Models for Image Quality Assessment Tianhe Wu Kede Ma Jie-Kai Liang Yujiu Yang Lei Zhang 19 19 0 16 Mar 2024
NightHaze: Nighttime Image Dehazing via Self-Prior Learning Beibei Lin Yeying Jin Wending Yan Wei Ye Yuan. Yuan Robby T. Tan 19 6 0 12 Mar 2024
Zero-Reference Lighting Estimation Diffusion Model for Low-Light Image Enhancement Jinhong He Minglong Xue Zhipu Liu Chengyun Song DiffM 24 1 0 05 Mar 2024
A User-Friendly Framework for Generating Model-Preferred Prompts in Text-to-Image Synthesis Nailei Hei Qianyu Guo Zihao Wang Yan Wang Haofen Wang Wenqiang Zhang DiffM 20 2 0 20 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 29 0 0 15 Feb 2024