Density-aware Single Image De-raining using a Multi-stream Dense Network

21 February 2018

Papers citing "Density-aware Single Image De-raining using a Multi-stream Dense Network"

50 / 89 papers shown

Title
Image Restoration via Multi-domain Learning Xingyu Jiang Ning Gao Xiuhui Zhang Hongkun Dou Shaowen Fu Xiaoqing Zhong H. Li Yue Deng ViT 43 0 0 07 May 2025
DGSolver: Diffusion Generalist Solver with Universal Posterior Sampling for Image Restoration H. Wang Jing Zhang Haonan Guo Di Wang Jiayi Ma Bo Du 63 0 0 30 Apr 2025
An Efficient and Mixed Heterogeneous Model for Image Restoration Yubin Gu Yuan Meng Kaihang Zheng Xiaoshuai Sun Jiayi Ji Weijian Ruan Liujuan Cao Rongrong Ji 25 0 0 15 Apr 2025
ReviveDiff: A Universal Diffusion Model for Restoring Images in Adverse Weather Conditions Wenfeng Huang Guoan Xu Wenjing Jia Stuart W. Perry Guangwei Gao 54 1 0 27 Sep 2024
GAMA-IR: Global Additive Multidimensional Averaging for Fast Image Restoration Youssef Mansour Reinhard Heckel 40 0 0 31 Mar 2024
IPT-V2: Efficient Image Processing Transformer using Hierarchical Attentions Zhijun Tu Kunpeng Du Hanting Chen Hai-lin Wang Wei Li Jie Hu Yunhe Wang ViT 39 4 0 31 Mar 2024
Harmonizing Light and Darkness: A Symphony of Prior-guided Data Synthesis and Adaptive Focus for Nighttime Flare Removal Lishen Qu Shihao Zhou Jinshan Pan Jinglei Shi Duosheng Chen Jufeng Yang 48 1 0 30 Mar 2024
Dynamic Association Learning of Self-Attention and Convolution in Image Restoration Kui Jiang Xuemei Jia Wenxin Huang Wenbin Wang Zheng Wang Junjun Jiang 20 1 0 09 Nov 2023
Prompt-based Ingredient-Oriented All-in-One Image Restoration Huiyu Gao Depeng Dang DiffM 29 12 0 06 Sep 2023
Learning Image Deraining Transformer Network with Dynamic Dual Self-Attention Zhe-Cheng Fan Hongming Chen Yufeng Li ViT 20 0 0 15 Aug 2023
Uncertainty-Driven Multi-Scale Feature Fusion Network for Real-time Image Deraining M. Tong Xu Yan Yongzhen Wang 20 0 0 19 Jul 2023
DRM-IR: Task-Adaptive Deep Unfolding Network for All-In-One Image Restoration Yuanshuo Cheng Mingwen Shao Yecong Wan Chao Wang 23 4 0 15 Jul 2023
Contrastive Learning Based Recursive Dynamic Multi-Scale Network for Image Deraining Zhiying Jiang Risheng Liu Shuzhou Yang Zengxi Zhang Xin-Yue Fan 24 4 0 29 May 2023
Networks are Slacking Off: Understanding Generalization Problem in Image Deraining Jinjin Gu Xianzheng Ma Xiangtao Kong Yu Qiao Chao Dong 30 12 0 24 May 2023
Why current rain denoising models fail on CycleGAN created rain images in autonomous driving Michael Kranl Hubert Ramsauer Bernhard Knapp 13 0 0 22 May 2023
A Mountain-Shaped Single-Stage Network for Accurate Image Restoration Huiyu Gao J. Yang Ying Zhang Ning Wang Jing Yang Depeng Dang 27 18 0 09 May 2023
Towards an Effective and Efficient Transformer for Rain-by-snow Weather Removal Tao Gao Yuanbo Wen Kaihao Zhang Peng Cheng Ting Chen ViT 33 5 0 06 Apr 2023
Masked Autoencoders as Image Processors Huiyu Duan Wei Shen Xiongkuo Min Danyang Tu Long Teng Jia Wang Guangtao Zhai ViT 33 11 0 30 Mar 2023
Mixed Hierarchy Network for Image Restoration Huiyu Gao Depeng Dang 29 14 0 19 Feb 2023
High-frequency Matters: An Overwriting Attack and defense for Image-processing Neural Network Watermarking Huajie Chen Tianqing Zhu Chi Liu Shui Yu Wanlei Zhou AAML 29 3 0 17 Feb 2023
Infusing Definiteness into Randomness: Rethinking Composition Styles for Deep Image Matting Zixuan Ye Yutong Dai Chaoyi Hong Zhiguo Cao Hao Lu 15 1 0 27 Dec 2022
Images Speak in Images: A Generalist Painter for In-Context Visual Learning Xinlong Wang Wen Wang Yue Cao Chunhua Shen Tiejun Huang VLM MLLM 60 244 0 05 Dec 2022
Rethinking Generative Methods for Image Restoration in Physics-based Vision: A Theoretical Analysis from the Perspective of Information Xudong Kang H. Xie Man-Leung Wong J. Qin 28 0 0 05 Dec 2022
Potential Auto-driving Threat: Universal Rain-removal Attack Jincheng Hu Jihao Li Zhuoran Hou Jingjing Jiang Cunjia Liu Yuanjian Zhang AAML 21 4 0 18 Nov 2022
Unsupervised Deraining: Where Asymmetric Contrastive Learning Meets Self-similarity Yi Chang Yun Guo Yuntong Ye C. Yu Lin Zhu Xile Zhao Luxin Yan Yonghong Tian SSL 37 16 0 02 Nov 2022
EBSnoR: Event-Based Snow Removal by Optimal Dwell Time Thresholding Abigail E. Wolf Shannon Brooks-Lehnert Keigo Hirakawa 12 0 0 22 Aug 2022
Rain Removal from Light Field Images with 4D Convolution and Multi-scale Gaussian Process Zhiqiang Yuan Jianhua Zhang Yilin Ji G. Pedersen W. Fan 28 17 0 16 Aug 2022
Global-Local Stepwise Generative Network for Ultra High-Resolution Image Restoration Xin Feng Haobo Ji Wenjie Pei Fanglin Chen Guangming Lu 24 4 0 16 Jul 2022
Not Just Streaks: Towards Ground Truth for Single Image Deraining Yunhao Ba Howard Zhang Ethan Yang Akira Suzuki Arnold Pfahnl ... C. Melo Suya You Stefano Soatto A. Wong A. Kadambi 30 39 0 22 Jun 2022
Toward Real-world Single Image Deraining: A New Benchmark and Beyond Wei Li Qiming Zhang Jing Zhang Zhen Huang Xinmei Tian Dacheng Tao 34 21 0 11 Jun 2022
Semi-MoreGAN: A New Semi-supervised Generative Adversarial Network for Mixture of Rain Removal Yiyang Shen Yongzhen Wang Mingqiang Wei Honghua Chen H. Xie Gary Cheng F. Wang GAN 17 3 0 28 Apr 2022
Deep Generalized Unfolding Networks for Image Restoration Chong Mou Qian Wang Jian Zhang 31 182 0 28 Apr 2022
Unsupervised Restoration of Weather-affected Images using Deep Gaussian Process-based CycleGAN R. Yasarla Vishwanath A. Sindagi Vishal M. Patel 32 2 0 23 Apr 2022
Towards Robust Rain Removal Against Adversarial Attacks: A Comprehensive Benchmark Analysis and Beyond Yi Yu Wenhan Yang Yap-Peng Tan Alex C. Kot AAML 39 61 0 31 Mar 2022
Unsupervised Deraining: Where Contrastive Learning Meets Self-similarity Yuntong Ye C. Yu Yi Chang Lin Zhu Xile Zhao Luxin Yan Yonghong Tian SSL 13 49 0 22 Mar 2022
Multi-Scale Adaptive Network for Single Image Denoising Yuanbiao Gou Peng Hu Jiancheng Lv Joey Tianyi Zhou Xiaocui Peng 16 27 0 08 Mar 2022
Domain Adaptation for Underwater Image Enhancement via Content and Style Separation Yu-Wei Chen S. Pei 21 33 0 17 Feb 2022
Online-updated High-order Collaborative Networks for Single Image Deraining Cong Wang Jin-shan Pan Xiaomei Wu 34 23 0 14 Feb 2022
A comprehensive benchmark analysis for sand dust image reconstruction Yazhong Si Fan Yang Yanru Guo Wei Zhang Yipu Yang 8 21 0 07 Feb 2022
U2-Former: A Nested U-shaped Transformer for Image Restoration Haobo Ji Xin Feng Wenjie Pei Jinxing Li Guangming Lu ViT 24 26 0 04 Dec 2021
TRNR: Task-Driven Image Rain and Noise Removal with a Few Images Based on Patch Analysis Wu Ran Bohong Yang Peirong Ma Hong-wei Lu 18 9 0 03 Dec 2021
TransWeather: Transformer-based Restoration of Images Degraded by Adverse Weather Conditions Jeya Maria Jose Valanarasu R. Yasarla Vishal M. Patel ViT 48 275 0 29 Nov 2021
Restormer: Efficient Transformer for High-Resolution Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat F. Khan Ming-Hsuan Yang ViT 49 2,123 0 18 Nov 2021
Single image dehazing via combining the prior knowledge and CNNs Yuwen Li Chaobing Zheng Shiqian Wu Wangming Xu 16 1 0 10 Nov 2021
Single Image Deraining Network with Rain Embedding Consistency and Layered LSTM Yizhou Li Yusuke Monno Masatoshi Okutomi 31 30 0 05 Nov 2021
M2GAN: A Multi-Stage Self-Attention Network for Image Rain Removal on Autonomous Vehicles Duc Manh Nguyen Sang-Woong Lee GAN 27 1 0 12 Oct 2021
Structure-Preserving Deraining with Residue Channel Prior Guidance Qiaosi Yi Juncheng Li Qi Dai Faming Fang Guixu Zhang T. Zeng 33 101 0 20 Aug 2021
Spatially-Adaptive Image Restoration using Distortion-Guided Networks Kuldeep Purohit Maitreya Suin A. N. Rajagopalan Vishnu Naresh Boddeti 15 116 0 19 Aug 2021
Exploring Structure Consistency for Deep Model Watermarking Jie M. Zhang Dongdong Chen Jing Liao Han Fang Zehua Ma Weiming Zhang G. Hua Nenghai Yu AAML 24 4 0 05 Aug 2021
HINet: Half Instance Normalization Network for Image Restoration Liangyu Chen Xin Lu Jie M. Zhang Xiaojie Chu Chengpeng Chen 16 467 0 13 May 2021