Robust Video Content Alignment and Compensation for Rain Removal in a CNN Framework

28 March 2018

Lap-Pui Chau

Papers citing "Robust Video Content Alignment and Compensation for Rain Removal in a CNN Framework"

50 / 55 papers shown

Title
Semi-Supervised State-Space Model with Dynamic Stacking Filter for Real-World Video Deraining Shangquan Sun Wenqi Ren Juxiang Zhou Shu Wang Jianhou Gan Xiaochun Cao 62 0 0 22 May 2025
PRE-Mamba: A 4D State Space Model for Ultra-High-Frequent Event Camera Deraining Ciyu Ruan Ruishan Guo Zihang Gong Jinfeng Xu Wenhan Yang Xinlei Chen Mamba 104 0 0 08 May 2025
UniFlowRestore: A General Video Restoration Framework via Flow Matching and Prompt Guidance Siyang Song Yu Zhang Chen Wu Dianjie Lu Dianjie Lu Guijuan Zhan Yang Weng Zhuoran Zheng DiffM VGen 61 0 0 12 Apr 2025
SpikeDerain: Unveiling Clear Videos from Rainy Sequences Using Color Spike Streams Hanwen Liang Xian Zhong Wenxuan Liu Yajing Zheng Wenxin Huang Zhaofei Yu Tiejun Huang 161 0 0 26 Mar 2025
Removing Multiple Hybrid Adverse Weather in Video via a Unified Model Yecong Wan Mingwen Shao Yuanshuo Cheng Jun Shu Shuigen Wang 89 0 0 08 Mar 2025
RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining Hongtao Wu Yijun Yang Huihui Xu Weiming Wang Jinni Zhou Lei Zhu Mamba 84 21 0 31 Jul 2024
Restoring Images in Adverse Weather Conditions via Histogram Transformer Shangquan Sun Wenqi Ren Xinwei Gao Rui Wang Xiaochun Cao 74 35 0 14 Jul 2024
Driving-Video Dehazing with Non-Aligned Regularization for Safety Assistance Junkai Fan Jiangwei Weng Kun Wang Yijun Yang J. Qian Jun Li Jian Yang 120 5 0 16 May 2024
RainyScape: Unsupervised Rainy Scene Reconstruction using Decoupled Neural Rendering Xianqiang Lyu Hui Liu Junhui Hou 72 1 0 17 Apr 2024
Genuine Knowledge from Practice: Diffusion Test-Time Adaptation for Video Adverse Weather Removal Yijun Yang Hongtao Wu Angelica I. Aviles-Rivero Yulun Zhang Jing Qin Lei Zhu 106 9 0 12 Mar 2024
EGVD: Event-Guided Video Deraining Yueyi Zhang Jin Wang Wenming Weng Xiaoyan Sun Zhiwei Xiong 54 0 0 29 Sep 2023
Video Adverse-Weather-Component Suppression Network via Weather Messenger and Adversarial Backpropagation Yijun Yang Angelica I. Aviles-Rivero Huazhu Fu Ye Liu Weiming Wang Lei Zhu ViT 66 15 0 24 Sep 2023
Cross-Consistent Deep Unfolding Network for Adaptive All-In-One Video Restoration Yuanshuo Cheng Mingwen Shao Yecong Wan Lixu Zhang W. Zuo Deyu Meng VGen 55 2 0 04 Sep 2023
ASF-Net: Robust Video Deraining via Temporal Alignment and Online Adaptive Learning Xinwei Xue Jia He Long Ma Xiangyu Meng Wenlin Li Risheng Liu 80 2 0 02 Sep 2023
A Generic Fundus Image Enhancement Network Boosted by Frequency Self-supervised Representation Learning Heng Li Haofeng Liu Huazhu Fu Yanwu Xu Hui Shu Ke Niu Yan Hu Jiang-Dong Liu 42 17 0 02 Sep 2023
Towards General and Fast Video Derain via Knowledge Distillation Defang Cai Pan Mu Sixian Chan Z. Shao Cong Bai 34 0 0 10 Aug 2023
6D Camera Relocalization in Visually Ambiguous Extreme Environments Yang Zheng Tolga Birdal Fei Xia Yanchao Yang Yueqi Duan Leonidas Guibas 50 2 0 13 Jul 2022
Structure-consistent Restoration Network for Cataract Fundus Image Enhancement Heng Li Haofeng Liu Huazhu Fu Hai Shu Yitian Zhao Xiaoling Luo Yan Hu Jiang-Dong Liu 74 30 0 09 Jun 2022
Unsupervised Image Deraining: Optimization Model Driven Deep CNN Changfeng Yu Yi Chang Yi Li Xile Zhao Luxin Yan 68 29 0 25 Mar 2022
Neural Compression-Based Feature Learning for Video Restoration Cong Huang Jiahao Li Bin Li Dong Liu Yan Lu 111 29 0 17 Mar 2022
An Annotation-free Restoration Network for Cataractous Fundus Images Heng Li Haofeng Liu Yan Hu Huazhu Fu Yitian Zhao Hanpei Miao Jiang-Dong Liu 79 52 0 15 Mar 2022
An End-to-End Cascaded Image Deraining and Object Detection Neural Network Kaige Wang Tianming Wang Jianchuang Qu Huatao Jiang Qing Li Lin Chang 87 16 0 23 Feb 2022
Uncertainty-Aware Cascaded Dilation Filtering for High-Efficiency Deraining Qing Guo Jingyang Sun Felix Juefei Xu Lei Ma Di Lin Wei Feng Song Wang 59 2 0 07 Jan 2022
Memory-guided Image De-raining Using Time-Lapse Data Jaehoon Cho Seungryong Kim Kwanghoon Sohn 97 5 0 06 Jan 2022
SiamTrans: Zero-Shot Multi-Frame Image Restoration with Pre-Trained Siamese Transformers Lin Liu Shanxin Yuan Jianzhuang Liu Xintao Guo Youliang Yan Qi Tian ViT 48 12 0 17 Dec 2021
FMD-cGAN: Fast Motion Deblurring using Conditional Generative Adversarial Networks Jatin Kumar Indra Deep Mastan Shanmuganathan Raman 133 2 0 30 Nov 2021
Triple-level Model Inferred Collaborative Network Architecture for Video Deraining Pan Mu Zhu Liu Yaohua Liu Risheng Liu Xin-Yue Fan 112 21 0 08 Nov 2021
Rain Removal and Illumination Enhancement Done in One Go Yecong Wan Yuanshuo Cheng Mingwen Shao 62 5 0 09 Aug 2021
Neural Image Representations for Multi-Image Fusion and Layer Separation Seonghyeon Nam Marcus A. Brubaker Michael S. Brown 87 23 0 02 Aug 2021
RCDNet: An Interpretable Rain Convolutional Dictionary Network for Single Image Deraining Hong Wang Qi Xie Qian Zhao Yuexiang Li Yong Liang Yefeng Zheng Deyu Meng 66 38 0 14 Jul 2021
Beyond Monocular Deraining: Parallel Stereo Deraining Network Via Semantic Prior Kaihao Zhang Wenhan Luo Yanjiang Yu Wenqi Ren Fang Zhao Changsheng Li Lin Ma Wei Liu Hongdong Li 83 63 0 09 May 2021
Let's See Clearly: Contaminant Artifact Removal for Moving Cameras Xiaoyu Li Bo Zhang Jing Liao Pedro Sander 81 11 0 18 Apr 2021
Closing the Loop: Joint Rain Generation and Removal via Disentangled Image Translation Yuntong Ye Yi Chang Hanyu Zhou Luxin Yan 71 83 0 25 Mar 2021
Enhanced Spatio-Temporal Interaction Learning for Video Deraining: A Faster and Better Framework Kaihao Zhang Dongxu Li Wenhan Luo Wenqi Ren Wei Liu 90 42 0 23 Mar 2021
Semi-Supervised Video Deraining with Dynamical Rain Generator Zongsheng Yue Jianwen Xie Qian Zhao Deyu Meng 147 65 0 14 Mar 2021
Dual Attention-in-Attention Model for Joint Rain Streak and Raindrop Removal Kaihao Zhang Dongxu Li Wenhan Luo Wenqi Ren 81 77 0 12 Mar 2021
Raw Image Deblurring C. Liang Yu-An Chen Yueh-Cheng Liu Winston H. Hsu 54 40 0 08 Dec 2020
DCSFN: Deep Cross-scale Fusion Network for Single Image Rain Removal Cong Wang Xiaoying Xing Zhixun Su Junyang Chen 54 116 0 03 Aug 2020
Rain Streak Removal in a Video to Improve Visibility by TAWL Algorithm M. R. Islam M. Paul 22 0 0 10 Jul 2020
Structural Residual Learning for Single Image Rain Removal Hong Wang Yichen Wu Qi Xie Qian Zhao Yong Liang Deyu Meng 111 25 0 19 May 2020
Modeling and Enhancing Low-quality Retinal Fundus Images Ziyi Shen Huazhu Fu Jianbing Shen Ling Shao MedIm 47 7 0 12 May 2020
A Model-driven Deep Neural Network for Single Image Rain Removal Hong Wang Qi Xie Qian Zhao Deyu Meng 104 331 0 04 May 2020
Multi-Scale Progressive Fusion Network for Single Image Deraining Kui Jiang Zhongyuan Wang Peng Yi Chong Chen Baojin Huang Yimin Luo Jiayi Ma Junjun Jiang 103 598 0 24 Mar 2020
Detecting Driveable Area for Autonomous Vehicles Niral Shah Ashwin Shankar Jae-hong Park 29 1 0 07 Nov 2019
A Survey on Rain Removal from Video and Single Image Hong Wang Yichen Wu Minghan Li Qian Zhao Deyu Meng 98 38 0 18 Sep 2019
Removing Rain in Videos: A Large-scale Database and A Two-stream ConvLSTM Approach Tie Liu Mai Xu Zulin Wang 56 9 0 06 Jun 2019
Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial Learning Ruoteng Li L. Cheong R. Tan 89 353 0 10 Apr 2019
$UG$^{2+}$ Track 2: A Collective Benchmark Effort for Evaluating and Advancing Image Understanding in Poor Visibility Environments$ UG $^{2+}$ Track 2: A Collective Benchmark Effort for Evaluating and Advancing Image Understanding in Poor Visibility Environments Ye Yuan Wenhan Yang Wenqi Ren Xin Liu Cheng Chi Haiquan Wang 3DV 143 238 0 09 Apr 2019
Spatial Attentive Single-Image Deraining with a High Quality Real Rain Dataset Tianyu Wang Xin Yang Ke Xu Shaozhe Chen Qiang Zhang Rynson W. H. Lau 93 533 0 02 Apr 2019
Bridging the Gap Between Computational Photography and Visual Recognition Rosaura G. VidalMata Sreya Banerjee Brandon RichardWebster Michael Albright Pedro Davalos ... Wen-Chi Chin Yi-Chun Li M. Lababidi C. Otto Walter J. Scheirer 68 55 0 28 Jan 2019