Lightweight Pyramid Networks for Image Deraining

16 May 2018

Xinghao Ding

Papers citing "Lightweight Pyramid Networks for Image Deraining"

50 / 64 papers shown

Title
Rethinking Rainy 3D Scene Reconstruction via Perspective Transforming and Brightness Tuning Q. Yang Xiang-Zhong Chen Pengpeng Li Qiyuan Guan Guiyue Jin Jiyu Jin 56 0 0 10 Nov 2025
Clear Roads, Clear Vision: Advancements in Multi-Weather Restoration for Smart Transportation Vijay M. Galshetwar Praful Hambarde Prashant Patil Akshay Dudhane Sachin Chaudhary Santosh Kumar Vipparathi Subrahmanyam Murala 91 0 0 10 Oct 2025
Single Image Rain Streak Removal Using Harris Corner Loss and R-CBAM Network Jongwook Si Sungyoung Kim 54 0 0 31 Jul 2025
Degradation-Agnostic Statistical Facial Feature Transformation for Blind Face Restoration in Adverse Weather Conditions Chang-Hwan Son DiffM 269 0 0 10 Jul 2025
Towards Better De-raining Generalization via Rainy Characteristics Memorization and Replay Kunyu Wang Xueyang Fu Chengzhi Cao Chengjie Ge Wei-dong Zhai Zheng-jun Zha DD 224 1 0 03 Jun 2025
A Preliminary Study for GPT-4o on Image Restoration Hao Yang Yiran Yang Ruikun Zhang Liyuan Pan 258 2 0 08 May 2025
Revisiting the Generalization Problem of Low-level Vision Models Through the Lens of Image Deraining Jinfan Hu Zhiyuan You Jinjin Gu Kaiwen Zhu Tianfan Xue Chao Dong 372 2 0 18 Feb 2025
Real-Time Multi-Scene Visibility Enhancement for Promoting Navigational Safety of Vessels Under Complex Weather Conditions R. W. Liu Yuxu Lu Yuan Gao Yu Guo Wenqi Ren F. Zhu Haiwei Yang 216 14 0 02 Sep 2024
Dual-Path Multi-Scale Transformer for High-Quality Image Deraining Huiling Zhou Xianhao Wu Hongming Chen AI4CE ViT 186 1 0 28 May 2024
Dual-Path Coupled Image Deraining Network via Spatial-Frequency Interaction Yuhong He Aiwen Jiang Lingfang Jiang Zhifeng Wang Lu Wang 110 10 0 07 Feb 2024
Textual Prompt Guided Image Restoration Qiuhai Yan Aiwen Jiang Kang Chen Long Peng Qiaosi Yi Chunjie Zhang DiffM VLM 187 22 0 11 Dec 2023
Dynamic Association Learning of Self-Attention and Convolution in Image Restoration Kui Jiang Xuemei Jia Wenxin Huang Wenbin Wang Zheng Wang Junjun Jiang 138 1 0 09 Nov 2023
Latent Degradation Representation Constraint for Single Image DerainingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Yuhong He Long Peng Lu Wang Jun Cheng 149 9 0 09 Sep 2023
MEGANet: Multi-Scale Edge-Guided Attention Network for Weak Boundary Polyp SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Nhat-Tan Bui Dinh-Hieu Hoang Quang-Thuc Nguyen Minh-Triet Tran Ngan Le 222 73 0 06 Sep 2023
Uncertainty-Driven Multi-Scale Feature Fusion Network for Real-time Image DerainingInternational Conference on Intelligent Computing (ICIC), 2023 M. Tong Xu Yan Yongzhen Wang 153 0 0 19 Jul 2023
PEARL: Preprocessing Enhanced Adversarial Robust Learning of Image Deraining for Semantic SegmentationACM Multimedia (ACM MM), 2023 Xianghao Jiao Yao-Tsorng Liu Jiaxin Gao Xinyuan Chu Risheng Liu Xin-Yue Fan VLM 154 10 0 25 May 2023
Networks are Slacking Off: Understanding Generalization Problem in Image DerainingNeural Information Processing Systems (NeurIPS), 2023 Jinjin Gu Xianzheng Ma Xiangtao Kong Yu Qiao Chao Dong 186 17 0 24 May 2023
A Mountain-Shaped Single-Stage Network for Accurate Image RestorationThe Visual Computer (TVC), 2023 Huiyu Gao J. Yang Ying Zhang Ning Wang Jing Yang Depeng Dang 111 22 0 09 May 2023
Single Image Deraining via Feature-based Deep Convolutional Neural Network Chaobing Zheng Munawar Hayat Wenjian Ying Shi-Bao Wu 202 2 0 03 May 2023
Mixed Hierarchy Network for Image RestorationPattern Recognition (Pattern Recogn.), 2023 Huiyu Gao Depeng Dang 223 33 0 19 Feb 2023
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 163 0 0 05 Dec 2022
Deep Fourier Up-SamplingNeural Information Processing Systems (NeurIPS), 2022 Man Zhou Huikang Yu Jie Huang Fengmei Zhao Liang Feng Chen Change Loy Deyu Meng Chongyi Li OOD 143 68 0 11 Oct 2022
Single Image Deraining via Rain-Steaks Aware Deep Convolutional Neural Network Chaobing Zheng Yuwen Li Shi-Bao Wu 99 4 0 16 Sep 2022
Magic ELF: Image Deraining Meets Association Learning and TransformerACM Multimedia (ACM MM), 2022 Kui Jiang Zhongyuan Wang Chen Chen Zheng Wang Laizhong Cui Chia-Wen Lin ViT 143 77 0 21 Jul 2022
Toward Real-world Single Image Deraining: A New Benchmark and Beyond Wei Li Qiming Zhang Jing Zhang Zhen Huang Xinmei Tian Dacheng Tao 247 31 0 11 Jun 2022
From heavy rain removal to detail restoration: A faster and better networkPattern Recognition (Pattern Recogn.), 2022 Yu Wen Tao Gao Jing Zhang Kaihao Zhang Ting Chen 255 33 0 07 May 2022
Heavy Rain Face Image Restoration: Integrating Physical Degradation Model and Facial Component Guided Adversarial LearningItalian National Conference on Sensors (INS), 2022 Chang-Hwan Son Da-Hee Jeong CVBM 111 5 0 18 Apr 2022
Towards Robust Rain Removal Against Adversarial Attacks: A Comprehensive Benchmark Analysis and BeyondComputer Vision and Pattern Recognition (CVPR), 2022 Yi Yu Wenhan Yang Yap-Peng Tan Alex C. Kot AAML 194 72 0 31 Mar 2022
Deep Single Image Deraining using An Asymetric Cycle Generative and Adversarial Framework Wei Liu Rui Jiang Cheng Chen Tao Lu Zixiang Xiong 157 0 0 19 Feb 2022
Memory-guided Image De-raining Using Time-Lapse DataIEEE Transactions on Image Processing (IEEE TIP), 2022 Jaehoon Cho Seungryong Kim Kwanghoon Sohn 195 5 0 06 Jan 2022
ContourletNet: A Generalized Rain Removal Architecture Using Multi-Direction Hierarchical Representation Wei-Ting Chen Cheng-Che Tsai H. Fang I-Hsiang Chen Jian-Jiun Ding Sy-Yen Kuo 106 9 0 25 Nov 2021
SAPNet: Segmentation-Aware Progressive Network for Perceptual Contrastive Deraining Shen Zheng Chan Lu Yuxiong Wu Gaurav Gupta 145 49 0 17 Nov 2021
PhotoWCT $^2$ : Compact Autoencoder for Photorealistic Style Transfer Resulting from Blockwise Training and Skip Connections of High-Frequency ResidualsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021 Tai-Yin Chiu Danna Gurari 192 43 0 22 Oct 2021
RCDNet: An Interpretable Rain Convolutional Dictionary Network for Single Image DerainingIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021 Hong Wang Qi Xie Qian Zhao Yuexiang Li Yong Liang Yefeng Zheng Deyu Meng 185 48 0 14 Jul 2021
New Encoder Learning for Captioning Heavy Rain Images via Semantic Visual Feature MatchingInternational Conference on Communications in Computing (ICCC), 2021 Chang-Hwan Son Pung-Hwi Ye 155 4 0 28 May 2021
HINet: Half Instance Normalization Network for Image Restoration Liangyu Chen Xin Lu Jie Zhang Xiaojie Chu Chengpeng Chen 285 582 0 13 May 2021
Exploiting Global and Local Attentions for Heavy Rain Removal on Single Images Dac Tung Vu Juan Luis Gonzalez Munchurl Kim 166 6 0 16 Apr 2021
Degrade is Upgrade: Learning Degradation for Low-light Image EnhancementAAAI Conference on Artificial Intelligence (AAAI), 2021 Kui Jiang Zhongyuan Wang Zheng Wang Chen Chen Peng Yi Yansheng Qiu Chia-Wen Lin 146 59 0 19 Mar 2021
Semi-Supervised Video Deraining with Dynamical Rain GeneratorComputer Vision and Pattern Recognition (CVPR), 2021 Zongsheng Yue Jianwen Xie Qian Zhao Deyu Meng 295 79 0 14 Mar 2021
Non-local Channel Aggregation Network for Single Image Rain RemovalNeurocomputing (Neurocomputing), 2021 Zhipeng Su Yixiong Zhang Xiao-Ping Zhang Feng Qi 181 12 0 03 Mar 2021
Multi-Stage Progressive Image RestorationComputer Vision and Pattern Recognition (CVPR), 2021 Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang Ling Shao 413 1,862 0 04 Feb 2021
Pre-Trained Image Processing TransformerComputer Vision and Pattern Recognition (CVPR), 2020 Hanting Chen Yunhe Wang Tianyu Guo Chang Xu Yiping Deng Zhenhua Liu Siwei Ma Chunjing Xu Chao Xu Wen Gao VLM ViT 671 1,992 0 01 Dec 2020
Exploring Overcomplete Representations for Single Image Deraining using CNNsIEEE Journal on Selected Topics in Signal Processing (JSTSP), 2020 R. Yasarla Jeya Maria Jose Valanarasu Vishal M. Patel 163 25 0 20 Oct 2020
MCGKT-Net: Multi-level Context Gating Knowledge Transfer Network for Single Image DerainingAsian Conference on Computer Vision (ACCV), 2020 Kohei Yamamichi Xianhua Han 142 3 0 19 Oct 2020
Deep-Masking Generative Network: A Unified Framework for Background Restoration from Superimposed ImagesIEEE Transactions on Image Processing (TIP), 2020 Xin Feng Wenjie Pei Zihui Jia Fanglin Chen Dafan Zhang Guangming Lu DiffM 135 41 0 09 Oct 2020
From Rain Generation to Rain Removal Hong Wang Zongsheng Yue Qi Xie Qian Zhao Yefeng Zheng Deyu Meng 181 5 0 08 Aug 2020
DCSFN: Deep Cross-scale Fusion Network for Single Image Rain Removal Cong Wang Xiaoying Xing Zhixun Su Junyang Chen 131 125 0 03 Aug 2020
Wavelet Channel Attention Module with a Fusion Network for Single Image DerainingInternational Conference on Information Photonics (ICIP), 2020 Hao-Hsiang Yang Chao-Han Huck Yang Y. Wang 83 35 0 17 Jul 2020
Single Image Deraining via Scale-space Invariant Attention Neural Network Bo Pang Deming Zhai Junjun Jiang Xianming Liu 167 9 0 09 Jun 2020
Residual Squeeze-and-Excitation Network for Fast Image Deraining Jun Fu Jianfeng Xu K. Tasaka Zhibo Chen 60 2 0 01 Jun 2020