Uncertainty Guided Multi-Scale Residual Learning-using a Cycle Spinning CNN for Single Image De-Raining

12 June 2019

Papers citing "Uncertainty Guided Multi-Scale Residual Learning-using a Cycle Spinning CNN for Single Image De-Raining"

43 / 43 papers shown

Title
Complexity Experts are Task-Discriminative Learners for Any Image Restoration Eduard Zamfir Zongwei Wu Nancy Mehta Yuedong Tan Danda Pani Paudel Yulun Zhang Radu Timofte MoE 175 1 0 27 Nov 2024
GenDeg: Diffusion-based Degradation Synthesis for Generalizable All-In-One Image Restoration Sudarshan Rajagopalan Nithin Gopalakrishnan Nair Jay N. Paranjape Vishal M. Patel DiffM 90 0 0 26 Nov 2024
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
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 96 6 0 28 Aug 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
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
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
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
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
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
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
Real-World Single Image Super-Resolution Under Rainy Condition M. S. Uddin SupR 26 0 0 16 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
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 46 2,123 0 18 Nov 2021
SAPNet: Segmentation-Aware Progressive Network for Perceptual Contrastive Deraining Shen Zheng Chan Lu Yuxiong Wu Gaurav Gupta 31 30 0 17 Nov 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
Controllable Confidence-Based Image Denoising Haley Owsianko Florian Cassayre Qiyuan Liang 16 1 0 17 Jun 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
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 30 59 0 09 May 2021
Semi-Supervised Video Deraining with Dynamical Rain Generator Zongsheng Yue Jianwen Xie Qian Zhao Deyu Meng 29 63 0 14 Mar 2021
Robust Representation Learning with Feedback for Single Image Deraining Chenghao Chen Hao Li 27 79 0 29 Jan 2021
Location-aware Single Image Reflection Removal Zhen Dong Ke Xu Yin Yang Hujun Bao Weiwei Xu Rynson W. H. Lau 27 85 0 13 Dec 2020
Exploring Overcomplete Representations for Single Image Deraining using CNNs R. Yasarla Jeya Maria Jose Valanarasu Vishal M. Patel 18 19 0 20 Oct 2020
MCGKT-Net: Multi-level Context Gating Knowledge Transfer Network for Single Image Deraining Kohei Yamamichi Xianhua Han 31 3 0 19 Oct 2020
From Rain Generation to Rain Removal Hong Wang Zongsheng Yue Qi Xie Qian Zhao Yefeng Zheng Deyu Meng 21 5 0 08 Aug 2020
URIE: Universal Image Enhancement for Visual Recognition in the Wild Taeyoung Son Juwon Kang N. Kim Sunghyun Cho Suha Kwak OOD 27 47 0 17 Jul 2020
Multi-Scale Progressive Fusion Network for Single Image Deraining Kui Jiang Zhongyuan Wang Peng Yi C. L. P. Chen Baojin Huang Yimin Luo Jiayi Ma Junjun Jiang 31 585 0 24 Mar 2020
Single Image Deraining: From Model-Based to Data-Driven and Beyond Wenhan Yang R. Tan Shiqi Wang Yuming Fang Jiaying Liu 43 222 0 16 Dec 2019
NASNet: A Neuron Attention Stage-by-Stage Net for Single Image Deraining Xu Qin Zhiling Wang 26 35 0 06 Dec 2019
Pushing the Frontiers of Unconstrained Crowd Counting: New Dataset and Benchmark Method Vishwanath A. Sindagi R. Yasarla Vishal M. Patel 21 87 0 28 Oct 2019
Confidence Measure Guided Single Image De-raining R. Yasarla Vishal M. Patel 24 51 0 10 Sep 2019
Multi-Level Bottom-Top and Top-Bottom Feature Fusion for Crowd Counting Vishwanath A. Sindagi Vishal M. Patel 19 176 0 28 Aug 2019
Deep Joint Rain Detection and Removal from a Single Image Wenhan Yang R. Tan Jiashi Feng Jiaying Liu Zongming Guo Shuicheng Yan 135 989 0 25 Sep 2016